CA2714159A1 - Noninvasive method and system for monitoring physiological characteristics - Google Patents

Noninvasive method and system for monitoring physiological characteristics Download PDF

Info

Publication number
CA2714159A1
CA2714159A1 CA2714159A CA2714159A CA2714159A1 CA 2714159 A1 CA2714159 A1 CA 2714159A1 CA 2714159 A CA2714159 A CA 2714159A CA 2714159 A CA2714159 A CA 2714159A CA 2714159 A1 CA2714159 A1 CA 2714159A1
Authority
CA
Canada
Prior art keywords
magnetometer
subject
monitoring
transmission
receive
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Abandoned
Application number
CA2714159A
Other languages
French (fr)
Inventor
P. Alexander Derchak
Larry James Czapla
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Adidas AG
Original Assignee
Adidas AG
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Adidas AG filed Critical Adidas AG
Publication of CA2714159A1 publication Critical patent/CA2714159A1/en
Abandoned legal-status Critical Current

Links

Classifications

    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/68Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
    • A61B5/6801Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient specially adapted to be attached to or worn on the body surface
    • A61B5/6802Sensor mounted on worn items
    • A61B5/6804Garments; Clothes
    • A61B5/6805Vests
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/0002Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/02Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
    • A61B5/0205Simultaneously evaluating both cardiovascular conditions and different types of body conditions, e.g. heart and respiratory condition
    • A61B5/02055Simultaneously evaluating both cardiovascular condition and temperature
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/103Detecting, measuring or recording devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
    • A61B5/11Measuring movement of the entire body or parts thereof, e.g. head or hand tremor, mobility of a limb
    • A61B5/113Measuring movement of the entire body or parts thereof, e.g. head or hand tremor, mobility of a limb occurring during breathing
    • A61B5/1135Measuring movement of the entire body or parts thereof, e.g. head or hand tremor, mobility of a limb occurring during breathing by monitoring thoracic expansion
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/24Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
    • A61B5/316Modalities, i.e. specific diagnostic methods
    • A61B5/318Heart-related electrical modalities, e.g. electrocardiography [ECG]
    • A61B5/332Portable devices specially adapted therefor
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/24Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
    • A61B5/316Modalities, i.e. specific diagnostic methods
    • A61B5/369Electroencephalography [EEG]
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/24Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
    • A61B5/316Modalities, i.e. specific diagnostic methods
    • A61B5/389Electromyography [EMG]
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/48Other medical applications
    • A61B5/486Bio-feedback
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/48Other medical applications
    • A61B5/4866Evaluating metabolism
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B7/00Instruments for auscultation
    • A61B7/02Stethoscopes
    • A61B7/04Electric stethoscopes
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H20/00ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
    • G16H20/30ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to physical therapies or activities, e.g. physiotherapy, acupressure or exercising
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H40/00ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
    • G16H40/60ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
    • G16H40/63ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices for local operation
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2562/00Details of sensors; Constructional details of sensor housings or probes; Accessories for sensors
    • A61B2562/02Details of sensors specially adapted for in-vivo measurements
    • A61B2562/0219Inertial sensors, e.g. accelerometers, gyroscopes, tilt switches
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2562/00Details of sensors; Constructional details of sensor housings or probes; Accessories for sensors
    • A61B2562/02Details of sensors specially adapted for in-vivo measurements
    • A61B2562/0223Magnetic field sensors
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/02Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
    • A61B5/021Measuring pressure in heart or blood vessels
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/02Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
    • A61B5/024Detecting, measuring or recording pulse rate or heart rate
    • A61B5/02438Detecting, measuring or recording pulse rate or heart rate with portable devices, e.g. worn by the patient
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/05Detecting, measuring or recording for diagnosis by means of electric currents or magnetic fields; Measuring using microwaves or radio waves 
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/08Detecting, measuring or recording devices for evaluating the respiratory organs
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/103Detecting, measuring or recording devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
    • A61B5/11Measuring movement of the entire body or parts thereof, e.g. head or hand tremor, mobility of a limb
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/103Detecting, measuring or recording devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
    • A61B5/11Measuring movement of the entire body or parts thereof, e.g. head or hand tremor, mobility of a limb
    • A61B5/1112Global tracking of patients, e.g. by using GPS
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/145Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue
    • A61B5/14542Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue for measuring blood gases
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/145Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue
    • A61B5/1455Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue using optical sensors, e.g. spectral photometrical oximeters
    • A61B5/14551Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue using optical sensors, e.g. spectral photometrical oximeters for measuring blood gases
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/24Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
    • A61B5/316Modalities, i.e. specific diagnostic methods
    • A61B5/318Heart-related electrical modalities, e.g. electrocardiography [ECG]
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/41Detecting, measuring or recording for evaluating the immune or lymphatic systems
    • A61B5/411Detecting or monitoring allergy or intolerance reactions to an allergenic agent or substance

Abstract

Monitoring systems for noninvasively monitoring physiological parameters of a subject, including (i) a wearable monitoring garment adapted to cover at least a portion of a subject's torso, and (ii) a magnetometer system that is embedded in the monitoring garment, the magnetometer system including at least paired first transmission and receiver magnetometers and paired second transmission and receiver magnetometers, the magnetometer system being responsive to changes in distance between the paired magnetometers.

Description

NONINVASIVE METHOD AND SYSTEM FOR MONITORING
PHYSIOLOGICAL CHARACTERISTICS
Cross-Reference to Related Applications [00011 This non-provisional application claims priority to U.S. Provisional Application No. 61/275,574, filed September 1, 2009, and U.S. Patent Application No.
12/869,578, filed August 26, 2010, each of which is incorporated herein by reference in its entirety.
Field of the Invention [00021 The present invention relates generally to methods and systems for monitoring physiological and athletic performance characteristics of a subject. More particularly, the invention relates to improved methods and systems for determining a plurality of physiological and athletic performance characteristics, and characterizing respiratory activity and associated events, as well as spatial parameters, in real time.
The methods and systems of the present invention can be applied in a variety of fields, e.g., health care, medical diagnosis and monitoring, and athletic monitoring and coaching.

Background of the Invention 100031 In medical diagnosis and treatment of a subject, it is often necessary to assess one or more physiological characteristics; particularly, respiratory characteristics. A key respiratory characteristic is respiratory air volume (or tidal volume).
Respiratory air volume and other respiratory characteristics are also useful to assess athletic performance, for example, by aiding in detection of changes in physiological state and/or performance characteristics.
100041 Monitoring physiological and performance parameters of a subject can be important in planning and evaluating athletic training and activity. A subject may exercise or otherwise engage in athletic activity for a variety of reasons, including, for example, maintaining or achieving a level of fitness, to prepare for or engage in competition, and for enjoyment. The subject may have a training program tailored to his or her fitness level and designed to help him or her progress toward a fitness or exercise goal.
Physiological and performance parameters of a subject can provide useful information about the subject's progression in a training program, or about the athletic performance of the - I - Atty. Dkt. No. 3483.0010001 subject. In order to accurately appraise the subject's fitness level or progress toward a goal, it may be useful to determine, monitor, and record various physiological or performance parameters, and related contextual information.
[00051 Various methods and systems utilizing heart rate have been introduced to approximate effort and physiological stress during exercise. Convenient, practicable, and comfortable means of measuring pulmonary ventilation in non-laboratory conditions, however, have been scarce. While of good value, heart rate can only give an approximation as to the true physiological state of an athlete or medical patient, as it can be confounded by external factors including, for example, sleep levels, caffeine, depressants, beta blockers, stress levels, hydration status, temperature, etc.
Furthermore, accurate use of heart rate to gauge physiological performance requires knowledge of the amount of blood flowing to the muscles, which in turn requires knowledge of the instantaneous stroke volume of the heart as well as the rate of pumping. These parameters can be difficult to determine while a subject is engaging in a physical activity.
[00061 Various conventional methods and systems have been employed to measure (or determine) tidal volume. One method includes having the patient or subject breathe into a mouthpiece connected to a flow rate measuring device. Flow rate is then integrated to provide air volume change.
[00071 As is well known in the art, there are several drawbacks and disadvantages associated with employing a mouthpiece. A significant drawback associated with a mouthpiece and nose-clip measuring device is that the noted items cause changes in the monitored subject's respiratory pattern (i.e., rate and volume). Tidal volume determinations based on a mouthpiece and nose-clip are, thus, often inaccurate.
[00081 A mouthpiece is difficult to use for monitoring athletic performance as well as for long term monitoring, especially for ill, sleeping, or anesthetized subjects.
It is uncomfortable for the subject, tends to restrict breathing, and is generally inconvenient for the physician or technician to use. Monitoring respiratory characteristics using a mouthpiece is particularly impractical in the athletic performance monitoring context.
During athletic activities, the mouthpiece interferes with the athlete's performance. The processing and collection accessories necessary to monitor the breathing patterns captured by the mouthpiece add further bulk to such devices. These systems also typically require an on-duty technician to set up and operate, further complicating their use.
-2- Atty. Dkt. No. 3483.0010001 [00091 Other conventional devices for determining tidal volume include respiration monitors. Illustrative are the systems disclosed in U.S. Patent No. 3,831,586, issued August 27, 1974 and U.S. Patent No. 4,033,332, issued July 5, 1977, each of which is incorporated by reference herein in its entirety.
[00101 Although the noted systems eliminate many of the disadvantages associated with a mouthpiece, the systems do not, in general, provide an accurate measurement of tidal volume. Further, the systems are typically only used to signal an attendant when a subject's breathing activity changes sharply or stops.
[00111 A further means for determining tidal volume is to measure the change in size (or displacement) of the rib cage and abdomen, as it is well known that lung volume is a function of these two parameters. A number of systems and devices have been employed to measure the change in size (i.e., A circumference) of the rib cage and abdomen, including mercury in rubber strain gauges, pneumobelts, respiratory inductive plethysmograph (RIP) belts, and magnetometers. See, D.L. Wade, "Movements of the Thoracic Cage and Diaphragm in Respiration", J. Physiol., pp. 124-193 (1954), Mead, et al., "Pulmonary Ventilation Measured from Body Surface Movements", Science, pp. 196, 1383-1384 (1967).
[00121 RIP belts are a common means employed to measure changes in the cross-sectional areas of the rib cage and abdomen. RIP belts include conductive loops of wire that are coiled and sewed into an elastic belt. As the coil stretches and contracts in response to changes in a subject's chest cavity size, a magnetic field generated by the wire changes. The output voltage of an RIP belt is generally linearly related to changes in the expanded length of the belt and, thus, changes in the enclosed cross-sectional area.
[00131 In practice, measuring changes in the cross-sectional areas of the abdomen can increase the accuracy of RIP belt systems. To measure changes in the cross-sectional areas of the rib cage and abdomen, one belt is typically secured around the mid-thorax and a second belt is typically placed around the mid-abdomen.
[00141 RIP belts can also be embedded in a garment, such as a shirt or vest, and appropriately positioned therein to measure rib cage and abdominal displacements, and other anatomical and physiological parameters, such as jugular venous pulse, respiration-related intra-plural pressure changes, etc. Illustrative is the VivoMetrics, Inc.
LifeShirt disclosed in U.S. Patent No. 6,551,252, issued April 22, 2003 and U.S. Patent
-3- Atty. Dkt. No. 3483.0010001 No. 6,341,504, issued January 29, 2002, each of which is incorporated by reference herein in its entirety.

[0015] There are some drawbacks, however, to many RIP belt systems. For example, RIP
belts are expensive in terms of material construction and in terms of the electrical and computing power required to operate them. In addition, the coils are generally large and tight on the chest and therefore can be cumbersome and uncomfortable for the athlete.
[0016] Other technologies have been developed in an attempt to monitor respiratory characteristics of a subject while avoiding the drawbacks of RIP belt systems.
These technologies generally work on a strain gauge principle and are often textile based.
However, such technologies suffer significantly from motion interference that, by and large, renders them useless in athletic training applications where motion is necessarily at a relatively high level.
[0017] In an attempt to rectify the drawbacks of the RIP belt and strain gauge systems, various magnetometer systems have been recently developed to measure displacements of the rib cage and abdomen. Respiratory magnetometer systems typically comprise one or more tuned pairs of air-core magnetometers or electromagnetic coils. Other types of magnetometers sensitive to changes in distance therebetween can also be used.
One magnetometer is adapted to transmit a specific high frequency AC magnetic field and the other magnetometer is adapted to receive the field. The paired magnetometers are responsive to changes in a spaced distance therebetween; the changes being reflected in changes in the strength of the magnetic field.
[0018] To measure changes in (or displacement of) the anteroposterior diameter of the rib cage, a first magnetometer is typically placed over the sternum at the level of the 4th intercostal space and the second magnetometer is placed over the spine at the same level.
Using additional magnetometers can increase the accuracy of the magnetometer system.
For example, to measure changes in the anteroposterior diameter of the abdomen, a third magnetometer can be placed on the abdomen at the level of the umbilicus and a fourth magnetometer can be placed over the spine at the same level.
[0019] Over the operational range of distances, the output voltage is linearly related to the distance between two magnetometers provided that the axes of the magnetometers remain substantially parallel to each other. As rotation of the axes can change the voltage, the
-4- Atty. Dkt. No. 3483.0010001 magnetometers are typically secured to the subject's skin in a parallel fashion and rotation due to the motion of underlying soft tissue is minimized.
[00201 As set forth herein, magnetometers can also be embedded in or carried by a wearable garment, such as a shirt or vest. The wearable monitoring garment eliminates the need to attach the magnetometers directly to the skin of a subject and, hence, resolves all issues related thereto. The wearable monitoring garment also facilitates repeated and convenient positioning of magnetometers at virtually any appropriate (or desired) position on a subject's torso.
[00211 Various methods, algorithms, and mathematical models have been employed with the aforementioned systems to determine tidal volume and other respiratory characteristics. In practice, "two-degrees-of-freedom" models are typically employed to determine tidal volume from RIP belt-derived rib cage and abdominal displacements.
[00221 The "two-degrees-of-freedom" models are premised on the inter-related movements by and between the thoracic cavity and the anterior and lateral walls of the rib cage and the abdomen, i.e., since the first rib and adjacent structures of the neck are relatively immobile, the moveable components of the thoracic cavity are taken to be the anterior and lateral walls of the rib cage and the abdomen. Changes in volume of the thoracic cavity will then be reflected by displacements of the rib cage and abdomen.
100231 As is well known in the art, displacement (i.e., movement) of the rib cage can be directly assessed with an RIP belt. Diaphragm displacement cannot, however, be measured directly. But, since the abdominal contents are essentially incompressible, caudal motion of the diaphragm relative to the pelvis and the volume it displaces is reflected by outward movement of the anterolateral abdominal wall.
[00241 The "two-degrees-of-freedom" model embraced by many in the field holds that tidal volume (VT) is equal to the sum of the volume displacements of the rib cage and abdomen, i.e.:
VT = aRC + (3Ab Eq. I
where RC and Ab represent linear displacements of the rib cage and abdomen, respectively, and a and 0 represent volume-motion coefficients.
[00251 The accuracy of the "two-degrees-of-freedom" model and, hence, methods employing same to determine volume-motion coefficients of the rib cage and abdomen, is limited by virtue of changes in spinal flexion that can accompany changes in posture. It
-5- Atty. Dkt. No. 3483.0010001 has been found that VT can be over or under-estimated by as much as 50% of the vital capacity with spinal flexion and extension. See, McCool, et al., "Estimates of Ventilation From Body Surface Measurements in Unrestrained Subjects", J. Appl. Physiol., vol. 61, pp. 1114-1119 (1986) and Paek, et al., "Postural Effects on Measurements of Tidal Volume From Body Surface Displacements", J. Appl. Physiol., vol. 68, pp. 2482-(1990).
[0026] There are two major causes that contribute to the noted error and, hence, limitation. A first contributing cause of the error is due to the substantial displacement of the summed rib cage and abdomen signals that occurs with isovolume spinal flexion and extension or pelvic rotation.
[0027] The second contributing cause of the error is due to posturally-induced changes in volume-motion coefficients. With isovolume spinal flexion, the rib cage comes down with respect to the pelvis and the axial dimension of the anterior abdominal wall becomes smaller. Therefore, less abdominal cavity is bordered by the anterior abdominal wall.
[0028] With a smaller anterior abdominal wall surface to displace, a given volume displacement of the abdominal compartment would be accompanied by a greater outward displacement of the anterior abdominal wall. The abdominal volume-motion coefficient would accordingly be reduced.
[0029] It has, however, been found that the addition of a measure of the axial motion of the chest wall e.g., changes in the distance between the xiphoid and the pubic symphysis (Xi), provides a third degree of freedom, which, when employed to determine tidal volume (VT) can reduce the posture related error associated with the "two-degrees-of-freedom" model to within 15% of that measured by spirometry. See, Paek, et al., "Postural Effects on Measurements of Tidal Volume From Body Surface Displacements", J. Appl. Physiol., vol. 68, pp. 2482-2487 (1990); and Smith, et al., "Three Degree of Freedom Description of Movement of the Human Chest Wall", J. Appl. Physiol., Vol. 60, pp. 928-934 (1986).
[0030] Several magnetometer systems are thus adapted to additionally measure the displacement of the chest wall. Illustrative are the magnetometer systems disclosed in co-pending U.S. Patent Application No. 12/231,692, filed September 5, 2008, which is incorporated by reference herein in its entirety.
-6- Atty. Dkt. No. 3483.0010001 [00311 Various methods, algorithms and models are similarly employed with the magnetometer systems to determine tidal volume (VT) and other respiratory characteristics based on measured displacements of the rib cage, abdomen, and chest wall. The model embraced by many in the field is set forth in Equation 2 below:
VT = a(ARC) + R(AAb) + y(AXi) Eq. 2 where:
ARC represents the linear displacement of the rib cage;
AAb represents the linear displacement of the abdomen;
AXi represents axial displacement of the chest wall;
a represents a rib cage volume-motion coefficient;
R represents an abdominal volume-motion coefficient; and y represents a chest wall volume-motion coefficient.
100321 There are, however, similarly several drawbacks and disadvantages associated with the noted "three-degrees-of-freedom" model. A major drawback is that posture related errors in tidal volume determinations are highly probable when a subject is involved in freely moving postural tasks, e.g., bending, wherein spinal flexion and/or extension is exhibited.
[00331 The most pronounced effect of spinal flexion is on the abdominal volume-motion coefficient ((3). With bending, 0 decreases as the xiphi-umbilical distance decreases.
[00341 Various approaches and models have thus been developed to address the noted dependency and, hence, enhance the accuracy of tidal volume (VT) determinations. In co-pending U.S. Patent Application No. 12/231,692, a modified "three-degrees-of-freedom" model is employed to address the dependence of (3 on the xiphi-umbilical distance, i.e.:
VT = a(ARC) + ((3õ + CXi) x (AAb) + y(AXi) Eq.3 where:
ARC represents the linear displacement of the rib cage;
AAb represents the linear displacement of the abdomen;
AXi represents the change in the xiphi-umbilical distance from an upright position;
a represents a rib cage volume-motion coefficient;
[3 represents an abdominal volume-motion coefficient;
-7- Atty. Dkt. No. 3483.0010001 Ru represents the value of the abdominal volume-motion coefficient ([3) in the upright position;
F, represents the linear slope of the relationship of 0 as a function of the xiphi-umbilical distance Xi;
(Bu + CXi) represents the corrected abdominal volume-motion coefficient; and y represents a xiphi-umbilical volume-motion coefficient.
[00351 The "three-degrees-of-freedom" model reflected in Equation 3 above and the associated magnetometer systems and methods disclosed in co-pending U.S.
Patent Application No. 12/231,692 have been found to reduce the posture related error(s) in tidal volume (VT) and other respiratory characteristic determinations. There are, however, several issues with the disclosed magnetometer systems and methods.
[00361 One issue is the placement of the coils or magnetometers. As indicated above, to maintain the desired parallel orientation of the paired coils, the coils are typically secured to a subject's skin. As will readily be appreciated by one having ordinary skill in the art, attaching coils or other magnetometers (or medical equipment) directly to the skin of a subject posses several potential problems. Among the problems are subject discomfort, subject sensitivity to the attaching medium (e.g., adhesive, tape, etc.) dislodgement of the coils or magnetometers, and dependence on the practitioner or technician to accurately position the coils and/or magnetometers on the subject.
[00371 Another issue is that ambulatory monitoring of respiratory and other physiological characteristics with the disclosed magnetometer systems can, and in many instances, be challenging.

BRIEF SUMMARY OF THE INVENTION

[00381 The present invention provides apparatuses and methods for improved monitoring of a subject's respiratory characteristics, which is of particular use in the fields of athletic performance monitoring and medical evaluation. The monitoring system for noninvasively monitoring physiological parameters of a subject, in accordance with one embodiment of the invention, generally comprises (i) a wearable monitoring garment that is adapted to cover at least a portion of a subject's torso, and (ii) a magnetometer system, the magnetometer system being embedded in the monitoring garment, the magnetometer system including magnetometers that are responsive to changes in distance therebetween,
-8- Atty. Dkt. No. 3483.0010001 the magnetometer system being adapted to generate at least one signal representing changes in the distance between the magnetometers. A variety of magnetometer types can be used in the magnetomer system, for example, coils or magnets.
[0039] In some embodiments of the invention, the monitoring system includes at least one physiological sensor system adapted to detect at least one physiological characteristic associated with the subject. For example, accelerometers, global positioning systems (GPS), and/or other orientation or movement monitoring devices can be included in the monitoring system to provide additional information regarding the subject's physiological state. In some embodiments of the invention, the physiological sensor system is also embedded in the wearable monitoring garment.
[0040] In accordance with another embodiment, there is provided a monitoring system for noninvasively monitoring physiological parameters of a subject, comprising (i) a wearable monitoring garment adapted to cover at least a portion of a subject's torso, and (ii) a magnetometer system including a first magnetometer and a second magnetometer, the magnetometer system being embedded in the monitoring garment, wherein the first magnetometer is configured to transmit a signal and the second magnetometer is configured to receive a signal from the first magnetometer. One of the first and second magnetometers can be positioned on the front of the subject, preferably in an area corresponding to the subject's ribcage. The other of the first and second magnetometers can be positioned on the back of the subject, generally in the same plane as the magnetometer on the front of the subject. The first magnetometer can be adapted to generate a first magnetic field from a first position of the monitoring garment (e.g., the subject's chest area) and the second magnetometer can be adapted to receive the first magnetic field from a second position of the monitoring garment (e.g., the subject's upper back). The magnetometer system is responsive to changes in distance between the first magnetometer and second magnetometer.
[0041] The magnetometer system can also include additional magnetometers. For example, the magnetometer system can include third and fourth magnetometers, wherein the third magnetometer is configured to transmit a signal and the fourth magnetometer is configured to receive a signal from the third magnetometer. The third magnetometer can be adapted to generate a second magnetic field from a third position of the monitoring garment (e.g., the subjects abdomen). The fourth magnetometer can be adapted to receive
-9- Atty. Dkt. No. 3483.0010001 the first magnetic field from the first magnetometer and the second magnetic field from the third magnetometer. The fourth magnetometer can be located at a fourth position of the monitoring garment, (e.g., a position corresponding to the subject's middle or lower back). When the third and fourth magnetometers are included in the magnetometer system, the magnetometer system can be responsive to changes in distance between the third and fourth magnetometers and, in some embodiments, changes in distance between the first and fourth magnetometers. The magnetometer system can be further adapted to generate and transmit a first signal representing a change in the distance between the first and second magnetometers, at least a second signal representing a change in distance between the third and fourth magnetometers, and at least a third signal representing a change in distance between the first and fourth magnetometers. It is understood that more or less than four magnetometers can be used in embodiments of the present invention.
[00421 In some embodiments of the invention, when the monitoring garment is worn by the subject, the first magnetometer position is proximate the subject's abdomen and the second magnetometer position is on the back of the subject proximate the same axial plane of the first magnetometer position, and the fourth magnetometer position is on the front of the subject proximate the base of the subject's sternum and the third magnetometer position is on the back of the subject proximate the same axial plane of the fourth magnetometer position, whereby the first signal represents the displacement of the subject's abdominal region, the second signal represents the displacement of the subject's rib cage, and the third signal represents the displacement of the subject's chest wall.
[00431 In one embodiment, the monitoring system includes processor means for processing the first, second and third signals, and transmission means for transmitting the first, second and third signals from the magnetometer system to the processor means.
[00441 In one embodiment, the processor means is also embedded in the monitoring garment.
[00451 In one embodiment, the transmission means includes a wireless communication link and associated protocol.
[00461 In some embodiments, other sensors can be included in the monitoring system.
For example, heart rate monitors, accelerometers to detect movement and speed of a subject, global positioning systems (GPS), and/or other orientation or movement
- 10 - Atty. Dkt. No. 3483.0010001 monitoring devices can be included in the monitoring system to provide additional information regarding the subject's physiological state.

BRIEF DESCRIPTION OF THE FIGURES

[00471 Further features and advantages will become apparent from the following and more particular description of the present invention, as illustrated in the accompanying drawings, and in which like referenced characters generally refer to the same parts or elements throughout the views.
[00481 FIG. I is a schematic illustration of a physiology monitoring system, according to one embodiment of the invention.
100491 FIG. 2 is a schematic illustration of a dual-paired electromagnetic coil arrangement, according to one embodiment of the invention.
[00501 FIG. 3 is a side view of a subject, showing the position of the dual-paired electromagnetic coil arrangement of FIG. 2 on the subject, according to one embodiment of the invention.
100511 FIG. 4 is a perspective view of the subject, showing the position of electromagnetic coils on the front of the subject, according to one embodiment of the invention.
100521 FIG. 5 is a plane view of the subject's back, showing the position of electromagnetic coils thereon, according to one embodiment of the invention.
[00531 FIG. 6 is an illustration of a wearable monitoring garment, according to one embodiment of the invention.

DETAILED DESCRIPTION OF THE INVENTION

100541 Before describing the present invention in detail, it is to be understood that this invention is not limited to particularly exemplified methods, apparatuses, systems, or circuits, as such may, of course, vary. Thus, although a number of methods and systems similar or equivalent to those described herein can be used in the practice of the present invention, the preferred methods, apparatus and systems are described herein.
- 11 - Atty. Dkt. No. 3483.0010001 100551 It is also to be understood that the terminology used herein is for the purpose of describing particular embodiments of the invention only and is not intended to be limiting.

[00561 Unless defined otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by one having ordinary skill in the art to which the invention pertains.
[00571 As used in this specification and the appended claims, the singular forms "a", "an", and "the" include plural referents unless the content clearly dictates otherwise.
[00581 Further, all publications, patents, and patent applications cited herein, whether supra or infra, are hereby incorporated by reference in their entirety.
100591 The publications discussed herein are provided solely for their disclosure prior to the filing date of the present application. Nothing herein is to be construed as an admission that the present invention is not entitled to antedate such publication(s) by virtue of prior invention. Further, the dates of publication may be different from the actual publication dates, which may need to be independently confirmed.

Definitions 100601 The terms "respiratory parameter" and "respiratory characteristic", as used herein, mean and include a characteristic associated with the respiratory system and functioning thereof, including, without limitation, breathing frequency (fB), tidal volume (VT), inspiration volume (V1), expiration volume (VE), minute ventilation (VE), inspiratory breathing time, expiratory breathing time, and flow rates (e.g., rates of change in the chest wall volume). The terms "respiratory parameter" and "respiratory characteristic" further mean and include inferences regarding ventilatory mechanics from synchronous or asynchronous movements of the chest wall compartments.
[00611 According to the present invention, flow rates and respiratory accelerations can be determined from a volume signal. Further, numerous inferences regarding ventilatory mechanics can be drawn from the degree of asynchrony in movement occurring amongst the discrete compartments that make up the chest wall.
100621 The terms "respiratory system disorder", "respiratory disorder", and "adverse respiratory event", as used herein, mean and include any dysfunction of the respiratory system that impedes the normal respiration or ventilation process.
-12- Atty. Dkt. No. 3483.0010001 [0063] The terms "physiological parameter" and "physiological characteristic", as used herein, mean and include, without limitation, electrical activity of the heart, electrical activity of other muscles, electrical activity of the brain, pulse rate, blood pressure, blood oxygen saturation level, skin temperature, and core temperature.
[0064] The terms "spatial parameter" and "spatial characteristic", as used herein, mean and include a subject's orientation and/or movement.
[0065] The terms "patient" and "subject", as used herein, mean and include humans and animals.
[0066] Pulmonary ventilation, tidal volume, respiratory rate, and other associated respiratory characteristics can provide a reliable and practical measure of oxygen and carbon dioxide transpiration in a living body. Respiratory characteristics are directly connected to exercise effort, physiological stress, and other physiological characteristics.
One way to externally determine tidal volume is to measure the change in thoracic volume. Change in thoracic volume is caused by the expansion and contraction of the lungs. As the gas pressure in the lungs at the maxima and minima of the pressure ranges is equilibrated to surrounding air pressure, there is a very close and monotonic relationship between the volume of the lungs and the volume of air inspired.
[0067] Accurate measurement of the change in thoracic volume involves measuring the change in the diameter of the chest at the ribcage. Measurement of the change in the diameter of the chest below the ribcage can provide additional accuracy to the measurement. Monitoring changes in the diameter of the chest below the ribcage can account for diaphragm delivered breathing where the contraction and relaxation of the diaphragm muscle causes the organs of the abdomen to be pushed down and outwards, thereby increasing the available volume of the lungs.
[0068] Monitoring and analyzing respiratory characteristics can be particularly useful in athletic applications, as there is a direct link between performance and an athlete's processing of oxygen and carbon dioxide. For example, in many athletic training situations, it is helpful to know when the athlete's body transitions between aerobic exercise and anaerobic exercise, sometimes referred to as the athlete's ventilatory threshold. Crossing over the ventilatory threshold level is an indicator of pending performance limitations during sport activities. For example, it can be beneficial for athletes to train in the anaerobic state for limited periods of time. However, for many
- 13 - Atty. Dkt. No. 3483.0010001 sports, proper training requires only limited periods of anaerobic exercise interrupted by lower intensity aerobic exercises. It is difficult for an athlete to determine which state, anaerobic or aerobic, he or she is in without referencing physiological characteristics such as respiratory characteristics. Therefore, respiratory monitoring and data processing can provide substantial benefits in athletic training by allowing for accurate and substantially instantaneous measurements of the athlete's exercise state. Changes in an athlete's ventilatory threshold over time, as well as patterns of tidal volume during post-exercise recovery, can be valuable to measure improvements in the athlete's fitness level over the course of a training regime. Respiratory monitoring can further allow for monitoring and analyzing changes in a subject's resting metabolic rate.
[00691 A second ventilatory threshold exists at the point when the load on the body is such that the pulmonary ventilation is no longer sufficient to support life sustainably.
Dwelling too long in this state will lead to collapse and so determination of this point can be of value in medical applications, and particularly to first responders and other emergency response personnel.

100701 The present invention is directed to noninvasive methods and associated systems for monitoring the physiological status of a subject; particularly, the status of the subject's respiratory system. As discussed in detail below, the monitoring systems of the invention include a wearable monitoring garment having coils or magnetometers embedded in or carried by the wearable garment. In some embodiments, the monitoring systems include additional physiological sensors, such as, for example, temperature sensors and blood oxygen sensors, and processing and monitoring means, which similarly are embedded in or carried by the wearable monitoring garment.
[00711 As will readily be appreciated by one having ordinary skill in the art, the wearable monitoring garments of the invention eliminate the need to attach magnetometers (and other physiological sensors) directly to the skin of a subject and, hence, resolve all issues related thereto. The wearable monitoring garments also facilitate repeated and convenient positioning of magnetometers at virtually any appropriate (or desired) position on a subject's torso.

[00721 The monitoring systems and methods also accommodate ambulatory monitoring of a subject and provide accurate, real-time determination of a plurality of respiratory and other physiological parameters and characteristics.
- 14 - Atty. Dkt. No. 3483.0010001 100731 Several embodiments of the physiology monitoring systems and associated methods of the invention will now be described in detail. It is understood that the invention is not limited to the systems and associated methods described herein. Indeed, as will be appreciated by one having ordinary skill in the art, systems and associated methods similar or equivalent to the described systems and methods can also be employed within the scope of the present invention.
[00741 Further, although the physiology monitoring systems and associated methods are described herein in connection with monitoring physiological parameters and characteristics in a human body, the invention is in no way limited to such use. The physiology monitoring systems and associated methods of the invention can also be employed to monitor physiological parameters in non-human bodies. The physiology monitoring systems and associated methods of the invention can also be employed in non-medical contexts, such as determining volumes and/or volume changes in extensible bladders used for containing liquids and/or gasses.
[00751 Referring first to Fig. 1, there is shown a schematic illustration of an exemplary embodiment of a physiology monitoring system that is adapted to (i) monitor and detect changes in (or displacements of) the anteroposterior diameters of the rib cage and abdomen, and axial displacement of the chest wall, and (ii) determine anatomical and physiological information associated with the monitored subject as a function of the signals reflecting the noted anatomical displacements.
100761 As illustrated in Fig. 1, the physiology monitoring system 10 preferably includes a data acquisition subsystem 20, a control-data processing subsystem 40, a data transmission subsystem 50, a data monitoring subsystem 60, and a power source 70, such as a battery.

[00771 As set forth in Figs. 2 and 3, the data acquisition subsystem 20 can include paired magnetometers that are positioned on a subject 100 and adapted to monitor and detect changes in (or displacements of) the anteroposterior diameters of the rib cage and abdomen, and axial displacement of the chest wall. As illustrated in Fig. 2, the magnetometers include first transmission magnetometer 22a, first receive magnetometer 22b, second transmission magnetometer 24a, and second receive magnetometer 24b.
100781 Although the present invention is described herein in terms of magnetometers and magnetometer systems, it is understood that other types of sensor systems capable of
- 15 - Atty. Dkt. No. 3483.0010001 measuring changes in distance between two or more sensors in the system can be used in place of, or in addition to, magnetometers. Specifically, the invention is not limited to the use of electromagnetic coils or magnetometers to acquire signals representing measured changes in the anteroposterior diameters of the rib cage and abdomen, and axial displacement of the chest wall. Various additional means and devices that can be readily adapted to measure the noted anatomical parameters can be employed within the scope of the invention. Such means and devices include, without limitation, Hall effect sensors and electronic compass sensors. Wireless sensors with the capability of measuring time delay in a signal sent from one sensor to another and thereby determine the distance between the two sensors can be substituted for or provided in addition to magnetometers in accordance with the present invention.

[00791 Control-data processing subsystem 40 includes programs, instructions and associated algorithms and parameters to control data acquisition subsystem 20 and, hence, the paired magnetometers and the function thereof, and the transmission and receipt of signals, as well as data transmission subsystem 50 and data monitoring subsystem 60.
[00801 Control-data processing subsystem 40 is further programmed and adapted to retrieve and process transmissions or signals reflecting changes in the magnetometer fields (and, hence, changes in spaced distances between the paired magnetometers) and to determine anatomical and physiological information associated with the monitored subject (as a function of the signals), including at least one respiratory characteristic (more preferably, a plurality of respiratory characteristics). Control-data processing subsystem 40 is also referred to herein as "processor subsystem," "processing subsystem,"
and "data processing subsystem." The terms control-data processing subsystem, processor subsystem, processing subsystem, and data processing subsystem are used interchangeably in the present application.
[0081] Data monitoring subsystem 60 is designed and adapted to display physiological and performance characteristics and parameters generated and transmitted by control-data processing subsystem 40.
[00821 Data transmission subsystem 50 is programmed and adapted to monitor and control the communication links and, hence, transmissions by and between data acquisition subsystem 20, control-data processing subsystem 40, and data monitoring subsystem 60.
- 16 - Atty. Dkt. No. 3483.0010001 100831 Further details of the noted physiological monitoring system are set forth in U.S.
Provisional Application No. 61/275,575, filed September 1, 2009, and co-pending U.S.
Application No. 12/869,582, filed August 26, 2010, each of which is incorporated by reference herein in its entirety.

100841 As will be readily appreciated by one having ordinary skill in the art, the paired magnetometers can be disposed in various anatomically appropriate positions on a subject to monitor and measure the change in distance (or displacement) between the magnetometers. Referring now to Figs. 3-5, there is shown the position of magnetometers 22a, 22b, 24a, 24b on a subject or patient 100, in accordance with the inventions disclosed in U.S. Provisional Application No. 61/275,575, co-pending U.S.
Application No. 12/869,582, and co-pending U.S. Patent Application No. 12/231,692, filed September 5, 2008, each of which is incorporated by reference herein in its entirety.
[00851 As illustrated in Figs. 3-5, first transmission magnetometer (i.e., first transmitter) 22a is preferably positioned on front 101 of subject 100 proximate the subject's umbilicus, and first receive magnetometer (i.e., first receiver) 22b is preferably positioned proximate the same axial position, but on back 102 of subject 100. Second receive magnetometer (i.e., second receiver) 24b is preferably positioned on front 101 of subject 100 proximate the base of the sternum, and second transmission magnetometer (i.e., second transmitter) 24a is positioned proximate the same axial position, but on back 102 of subject 100.
[00861 As the subject or patient 100 breathes, displacement(s) of the rib cage and abdomen (i.e., changes in the distance between paired magnetometers 22a, 22b and 24a, 24b, denoted, respectively, by arrow 29 and arrow 25), is determined from measured changes in the magnetic field between paired magnetometers 22a, 22b and 24a, 24b. The axial displacement of the chest wall, denoted by arrow 23 (e.g., xiphiumbilical distance (Xi)) is also determined from measured changes in the magnetic field between magnetometers 22a and 24b. In such a case, magnetometer 24b can be a dual-function electromagnetic coil, where "dual function" refers to a coil capable of receiving transmissions from a plurality of different transmission coils (i.e., magnetometer 24b is adapted to receive magnetic field transmissions from magnetometers 22a and 24a).
[00871 As indicated above, the measured displacements are typically employed to determine anatomical and physiological information associated with the monitored subject, including at least one or more respiratory characteristics. As set forth in U.S.
- 17 - Atty. Dkt. No. 3483.0010001 Provisional Application No. 61/275,575, and co-pending U.S. Application No.
12/869,582, additional paired magnetometers can also be employed, and the multiple measured displacements can be employed to assess additional anatomical and physiological characteristics, such as determining and characterizing the relationship(s) of chest wall movement(s) to respiratory activity and respiratory associated events, such as speaking, sneezing, laughing, and coughing.
[00881 As also set forth in U.S. Provisional Application No. 61/275,575, and co-pending U.S. Application No. 12/869,582, data acquisition subsystem 20 can additionaly include at least one additional physiological sensor (preferably a plurality of additional physiological sensors) adapted to monitor and record one or more physiological characteristics associated with the monitored subject. The physiological sensors can include, without limitation, sensors that are adapted to monitor and record electrical activity of the brain, heart, and other muscles (e.g., EEG, ECG, EMG), pulse rate, blood oxygen saturation level (e.g., SP02), skin temperature, and core temperature.
Physiological parameters measured and/or calculated may include, for example, heart rate, respiration rate, blood oxygen level, blood flow, hydration status, calories burned, muscle fatigue, and/or body temperature.
[0089] Exemplary physiological sensors (and associated systems) are disclosed in U.S.
Patent No. 6,551,252, issued April 22, 2003, U.S. Patent No. 7,267,652, issued September 11, 2007, co-pending U.S. Patent Application No. 11/764,527, filed June 18, 2007, and International Application No. PCT/US2005/021433, each of which is incorporated by reference herein in its entirety.
[0090] Data acquisition subsystem 20 can also include one or more audio sensors, such as, for example, a microphone, for monitoring sounds generated by a monitored subject, and a speaker to enable two-way communication by and between the monitored subject and a monitoring station or individual.
[0091] As indicated above, the monitoring systems of the invention include a wearable monitoring garments that can be comfortably worn by a monitored subject. In a preferred embodiment of the invention, the wearable monitoring garments include coils or magnetometers, which are embedded in or carried by the wearable garment.
According to the invention, the wearable monitoring garment can comprise various items that are
-18- Atty. Dkt. No. 3483.0010001 adapted to cover at least a portion of a subject's body, such as a shirt, vest, jacket, patch, and the like.

[0092] In some embodiments of the invention, the aforementioned additional sensors, processing and monitoring systems (e.g., LDUs, if employed) associated wiring, cabling, and other power and signal transmission apparatus and/or systems are similarly embedded in or carried by the wearable garment.
[0093] Referring now to Fig. 6, there is shown one embodiment of a wearable monitoring garment 80 of the invention. As illustrated in Fig. 6, the wearable monitoring garment 80 comprises a sleeveless shirt or vest, having magnetometers (e.g., magnetometers 22a, 24b) associated therewith.
[0094] Vest 80 preferably includes an overlapping front portion 72 having closure means that secures vest 80 to the subject's torso. According to the invention, various conventional closure means, such as a hook and pile system, e.g., VELCRO such as that manufactured by Velcro, Inc., snaps, zipper, etc., can be incorporated into vest 80 to facilitate closure thereof.
[0095] Additional suitable garments are also disclosed in U.S. Patent No.
7,267,652, U.S.
Patent No. 6,551,252, and U.S. Patent No. 6,047,203, issued April 4, 2000, each of which is incorporated by reference herein in its entirety.
[0096] According to the invention, the magnetometers, additional sensors, processing and monitoring systems, and other equipment can be arranged in or carried by the garment, for example, in open or closed pockets, or attached to the garment, for example, as by sewing, gluing, a hook and pile system, e.g., VELCRO such as that manufactured by Velcro, Inc., and the like. As indicated above, the magnetometers (e.g., magnetometers 22a, 22b, 24a, 24b) and additional sensors, if employed, can be disposed in or carried by the wearable garment at virtually any desired position, whereby, when the garment is worn by a subject the magnetometers and other sensors are positioned proximate any desired position on the subject's body.
[0097] The methods and systems of the invention, described above, thus provide numerous significant advantages over conventional physiology monitoring methods and systems. A significant advantage is the provision of physiology monitoring systems and methods that accommodate ambulatory monitoring of respiratory and other physiological parameters and characteristics.
-19- Atty. Dkt. No. 3483.0010001 [00981 Additional advantages include the provision of physiology monitoring systems and methods that provide (i) accurate, real-time determination of a plurality of respiratory and other physiological parameters and characteristics, and (ii) real-time determination and characterization of a subject's orientation and movement.
100991 Additional advantages and applications of the present invention are apparent with reference to the systems and methods disclosed in U.S. Patent Application No.
12/869,582, filed August 26, 2010, U.S. Patent Application No. 12/869,576, filed August 26, 2010, U.S. Patent Application No. 12/869,585, filed August 26, 2010, U.S.
Patent Application No. 12/869,592, filed August 26, 2010, U.S. Patent Application No.
12/869,627, filed August 26, 2010, U.S. Patent Application No. 12/869,625, filed August 26, 2010, and U.S. Patent Application No. 12/869,586, filed August 26, 2010, each of which is incorporated by reference herein in its entirety.
101001 Without departing from the spirit and scope of this invention, one of ordinary skill can make various changes and modifications to the invention to adapt it to various usages and conditions. As such, these changes and modifications are properly, equitably, and intended to be, within the full range of equivalence of the following claims.
-20- Atty. Dkt. No. 3483.0010001

Claims (20)

WHAT IS CLAIMED IS:
1. A monitoring system for noninvasively monitoring parameters of a subject engaged in a physical activity, the system comprising:

a monitoring garment configured to cover a portion of a subject's torso; and a magnetometer system embedded in the monitoring garment and comprising a first transmission magnetometer configured to generate, at a first position, a first magnetic field and a first receive magnetometer configured to receive, at a second position, the first magnetic field, wherein the magnetometer system is responsive to changes in distance between the first and second positions, and wherein the magnetometer system is further configured to generate and transmit a signal representing a change in the distance between the first and second positions.
2. A monitoring system for noninvasively monitoring parameters of a subject engaged in a physical activity, the system comprising:

a monitoring garment configured to cover a portion of a subject's torso; and a magnetometer system embedded in the monitoring garment and comprising a first transmission magnetometer, a first receive magnetometer, a second transmission magnetometer, and a second receive magnetometer, wherein the first transmission magnetometer is configured to generate, at a first position, a first magnetic field, wherein the first receive magnetometer is configured to receive, at a second position, the first magnetic field, wherein the second transmission magnetometer is configured to generate, at a third position, a second magnetic field, wherein the second receive magnetometer is configured to receive, at a fourth position, the first and second magnetic fields, wherein the magnetometer system is responsive to changes in distance between the first and second positions, the third and fourth positions, and the first and fourth positions, and is further configured to generate and transmit a first signal representing a change in distance between the first and second positions, a second signal representing a change in distance between the third and fourth positions, and a third signal representing a change in distance between the first and fourth positions.
3. The monitoring system of claim 2, wherein the monitoring garment comprises a shirt.
4. The monitoring system of claim 3, wherein, when the monitoring garment is worn by the subject, the first position is on the front of the subject proximate the subject's abdomen, the second position is on the back of the subject proximate the same axial plane of the first position, the fourth position is on the front of the subject proximate the base of the subject's sternum, and the third position is on the back of the subject proximate the same axial plane of the fourth position, whereby the first signal represents a displacement of the subject's abdominal region, the second signal represents a displacement of the subject's rib cage, and the third signal represents a displacement of the subject's chest wall.
5. The monitoring system of claim 2, further comprising:

a processor system for processing the first, second, and third signals; and a transmission system for transmitting the first, second, and third signals from the magnetometer system to the processor system.
6. The monitoring system of claim 5, wherein the processor system comprises an empirical relationship for determining at least one respiratory parameter from the first, second, and third signals.
7. The monitoring system of claim 5, wherein the processor system is embedded in the monitoring garment.
8. The monitoring system of claim 5, wherein the transmission system comprises a wireless communication link and associated protocol.
9. The monitoring system of claim 5, wherein the transmission system comprises a wired transmission network.
10. The monitoring system of claim 5, wherein the processor system and the magnetometer system are carried by the monitoring garment.
11. The monitoring system of claim 3, wherein the shirt is sleeveless.
12. A monitoring system for noninvasively monitoring parameters of a subject engaged in a physical activity, the system comprising:

a monitoring garment configured to cover a portion of a subject's torso;

a magnetometer system embedded in the monitoring garment and comprising a first transmission magnetometer, a first receive magnetometer, a second transmission magnetometer, and a second receive magnetometer;

a physiological sensor system embedded in the monitoring garment and configured to detect a physiological parameter associated with the subject, and to generate and transmit a physiological parameter signal representing the detected physiological parameter;

a processor system; and a transmission system, wherein the first transmission magnetometer is configured to generate, at a first position, a first magnetic field, wherein the first receive magnetometer is configured to receive, at a second position, the first magnetic field, wherein the second transmission magnetometer is configured to generate, at a third position, a second magnetic field, wherein the second receive magnetometer is configured to receive, at a fourth position, the first and second magnetic fields, wherein the magnetometer system is responsive to changes in distance between the first and second positions, the third and fourth positions, and the first and fourth positions, and is further configured to generate and transmit a first signal representing a change in distance between the first and second positions, a second signal representing a change in distance between the third and fourth positions, and a third signal representing a change in distance between the first and fourth positions, wherein the processor system comprises an empirical relationship for determining a respiratory parameter from the first, second, and third signals, and is configured to generate and transmit a respiratory parameter signal representing the respiratory parameter and the physiological parameter signal, and wherein the transmission system is configured to transmit the first, second, and third signals, and the physiological parameter signal, from the magnetometer system and the physiological sensor system to the processor system.
13. The monitoring system of claim 12, wherein the monitoring garment comprises a shirt.
14. The monitoring system of claim 13, wherein, when the monitoring garment is worn by the subject, the first position is on the front of the subject proximate the subject's abdomen, the second position is on the back of the subject proximate the same axial plane of the first position, the fourth position is on the front of the subject proximate the base of the subject's sternum, and the third position is on the back of the subject proximate the same axial plane of the fourth position, whereby the first signal represents a displacement of subject's abdominal region, the second signal represents a displacement of the subject's rib cage, and the third signal represents a displacement of the subject's chest wall.
15. The monitoring system of claim 14, wherein the transmission system comprises a wireless communication link.
16. The monitoring system of claim 12, wherein the transmission system comprises a wired transmission network.
17. The monitoring system of claim 12, wherein the processor system is embedded in the monitoring garment.
18. The monitoring system of claim 12, wherein at least one of the processor system, the magnetometer system, and the physiological sensor system are carried by the monitoring garment.
19. The monitoring system of claim 13, wherein the shirt is sleeveless.
20. The monitoring system of claim 12, further comprising a monitoring system configured to receive the respiratory parameter and physiological parameter signals from the processor system, and to recognize and display the respiratory parameter represented by the respiratory parameter signal and the physiological parameter represented by the physiological parameter signal.
CA2714159A 2009-09-01 2010-08-31 Noninvasive method and system for monitoring physiological characteristics Abandoned CA2714159A1 (en)

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
US27557409P 2009-09-01 2009-09-01
US61/275,574 2009-09-01
US12/869,578 US9526419B2 (en) 2009-09-01 2010-08-26 Garment for physiological characteristics monitoring
US12/869,578 2010-08-26

Publications (1)

Publication Number Publication Date
CA2714159A1 true CA2714159A1 (en) 2011-03-01

Family

ID=43063545

Family Applications (1)

Application Number Title Priority Date Filing Date
CA2714159A Abandoned CA2714159A1 (en) 2009-09-01 2010-08-31 Noninvasive method and system for monitoring physiological characteristics

Country Status (4)

Country Link
US (2) US9526419B2 (en)
EP (1) EP2289410B1 (en)
JP (1) JP5677788B2 (en)
CA (1) CA2714159A1 (en)

Families Citing this family (49)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CA2405848C (en) * 2000-04-17 2010-11-09 Vivometrics, Inc. Systems and methods for ambulatory monitoring of physiological signs
US9492084B2 (en) 2004-06-18 2016-11-15 Adidas Ag Systems and methods for monitoring subjects in potential physiological distress
US8971936B2 (en) * 2009-09-01 2015-03-03 Adidas Ag Multimodal method and system for transmitting information about a subject
US8475371B2 (en) 2009-09-01 2013-07-02 Adidas Ag Physiological monitoring garment
US20120165703A1 (en) * 2010-12-22 2012-06-28 Paul William Bottum Preempt Muscle Map Screen
TW201225914A (en) * 2010-12-23 2012-07-01 Ind Tech Res Inst Intestinal peristalsis detecting device and system and method thereof
US10363453B2 (en) 2011-02-07 2019-07-30 New Balance Athletics, Inc. Systems and methods for monitoring athletic and physiological performance
KR102009711B1 (en) 2011-02-07 2019-08-12 뉴우바란스아스레틱스인코포레이팃드 Systems and methods for monitoring athletic performance
US9767257B2 (en) 2011-03-31 2017-09-19 Adidas Ag Group performance monitoring system and method
US9141759B2 (en) 2011-03-31 2015-09-22 Adidas Ag Group performance monitoring system and method
US8818478B2 (en) 2011-03-31 2014-08-26 Adidas Ag Sensor garment
US9317660B2 (en) 2011-03-31 2016-04-19 Adidas Ag Group performance monitoring system and method
US10922383B2 (en) 2012-04-13 2021-02-16 Adidas Ag Athletic activity monitoring methods and systems
US9737261B2 (en) 2012-04-13 2017-08-22 Adidas Ag Wearable athletic activity monitoring systems
US9257054B2 (en) 2012-04-13 2016-02-09 Adidas Ag Sport ball athletic activity monitoring methods and systems
US9504414B2 (en) 2012-04-13 2016-11-29 Adidas Ag Wearable athletic activity monitoring methods and systems
EP2854633A1 (en) 2012-06-05 2015-04-08 Koninklijke Philips N.V. Method and apparatus for estimating the fluid content of a part of the body of a subject
JP5838447B2 (en) * 2012-06-08 2016-01-06 株式会社槌屋 Respiration measurement method and respiration measurement device
TWI486915B (en) * 2012-10-25 2015-06-01 Hon Hai Prec Ind Co Ltd Personal protective equipment, danger early-waning system and method
EP2953535A4 (en) * 2013-02-09 2017-01-04 Spire Inc. System and method for monitoring respiration
US9500464B2 (en) 2013-03-12 2016-11-22 Adidas Ag Methods of determining performance information for individuals and sports objects
US10064570B2 (en) * 2013-04-01 2018-09-04 Medical Design Solutions, Inc. Respiration monitoring system and method
US11191452B2 (en) * 2013-04-01 2021-12-07 Medical Design Solutions, Inc. Wearable physiological monitoring system
US11191451B2 (en) * 2013-04-01 2021-12-07 Medical Design Solutions, Inc. Wearable monitoring system and methods for determining respiratory and sleep disorders with same
US10993638B2 (en) * 2013-04-01 2021-05-04 Medical Design Solutions, Inc. Wearable monitoring system and methods for determining respiratory and sleep disorders with same
DE102013211908A1 (en) * 2013-06-24 2014-12-24 Adidas Ag Apparatus and method for mobile determination of a physiological stress threshold
CN103622678B (en) * 2013-11-14 2015-10-28 成都博约创信科技有限责任公司 A kind of health monitoring device
US9849361B2 (en) 2014-05-14 2017-12-26 Adidas Ag Sports ball athletic activity monitoring methods and systems
US10523053B2 (en) 2014-05-23 2019-12-31 Adidas Ag Sport ball inductive charging methods and systems
US9710711B2 (en) 2014-06-26 2017-07-18 Adidas Ag Athletic activity heads up display systems and methods
US10478668B2 (en) 2014-11-24 2019-11-19 Adidas Ag Activity monitoring base station
US11562417B2 (en) 2014-12-22 2023-01-24 Adidas Ag Retail store motion sensor systems and methods
CN105740640A (en) * 2016-03-03 2016-07-06 中国科学院微电子研究所 Comprehensive collecting and analyzing method for human body life parameters
WO2017184129A1 (en) * 2016-04-20 2017-10-26 Medical Design Solutions, Inc. Respiration monitoring system and method
US10159459B2 (en) * 2016-11-11 2018-12-25 iMEDI PLUS Inc. Multi-mic sound collector and system and method for sound localization
US11723579B2 (en) 2017-09-19 2023-08-15 Neuroenhancement Lab, LLC Method and apparatus for neuroenhancement
US11717686B2 (en) 2017-12-04 2023-08-08 Neuroenhancement Lab, LLC Method and apparatus for neuroenhancement to facilitate learning and performance
US11478603B2 (en) 2017-12-31 2022-10-25 Neuroenhancement Lab, LLC Method and apparatus for neuroenhancement to enhance emotional response
US11364361B2 (en) 2018-04-20 2022-06-21 Neuroenhancement Lab, LLC System and method for inducing sleep by transplanting mental states
US20210196171A1 (en) * 2018-05-25 2021-07-01 King Abdullah University Of Science And Technology Wearable apparatus for sensing stress and method of use thereof
US11000191B2 (en) 2018-08-20 2021-05-11 Thomas Jefferson University Acoustic sensor and ventilation monitoring system
US10881330B2 (en) 2018-08-20 2021-01-05 Thomas Jefferson University Acoustic sensor and ventilation monitoring system
US11213225B2 (en) 2018-08-20 2022-01-04 Thomas Jefferson University Acoustic sensor and ventilation monitoring system
CN113382683A (en) 2018-09-14 2021-09-10 纽罗因恒思蒙特实验有限责任公司 System and method for improving sleep
US11658410B2 (en) 2019-03-12 2023-05-23 Epirus, Inc. Apparatus and method for synchronizing power circuits with coherent RF signals to form a steered composite RF signal
US11616295B2 (en) 2019-03-12 2023-03-28 Epirus, Inc. Systems and methods for adaptive generation of high power electromagnetic radiation and their applications
US11211703B2 (en) 2019-03-12 2021-12-28 Epirus, Inc. Systems and methods for dynamic biasing of microwave amplifier
US11786694B2 (en) 2019-05-24 2023-10-17 NeuroLight, Inc. Device, method, and app for facilitating sleep
US20210399700A1 (en) 2020-06-22 2021-12-23 Epirus, Inc. Systems and methods for modular power amplifiers

Family Cites Families (63)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4033332A (en) 1972-09-11 1977-07-05 Cavitron Corporation Activity and respiration monitor
US3831586A (en) 1972-11-16 1974-08-27 P Petit Respiration monitor
US4267845A (en) 1978-10-05 1981-05-19 Robertson Jr Charles H Method and apparatus for measuring pulmonary ventilation
US4258718A (en) 1979-04-16 1981-03-31 Goldman Michael D Measuring respiratory air volume
US4494553A (en) 1981-04-01 1985-01-22 F. William Carr Vital signs monitor
DE3854478T2 (en) 1987-12-04 1996-05-23 Magellan Corp Australia DEVICE AND METHOD FOR LABELING.
IL86759A (en) 1988-06-16 1992-09-06 Dror Nedivi Medical monitoring system
US5148002A (en) 1991-03-14 1992-09-15 Kuo David D Multi-functional garment system
US5140633A (en) 1991-03-22 1992-08-18 North American Philips Corporation Cable subscriber control device using shared jamming modules
US5255318A (en) 1991-03-22 1993-10-19 North American Philips Corporation Expandable cable television subscriber control system
DE69331664T2 (en) 1992-11-09 2002-10-17 Ilife Systems Inc DEVICE AND METHOD FOR REMOTELY MEASURING PHYSIOLOGICAL SIZES
US5738102A (en) 1994-03-31 1998-04-14 Lemelson; Jerome H. Patient monitoring system
JP3450526B2 (en) 1995-07-17 2003-09-29 オリンパス光学工業株式会社 Endoscope shape detector
US5825293A (en) 1996-09-20 1998-10-20 Ahmed; Adel A. Apparatus and method for monitoring breathing magnetically
US6198394B1 (en) 1996-12-05 2001-03-06 Stephen C. Jacobsen System for remote monitoring of personnel
JP4555919B2 (en) 1997-03-17 2010-10-06 ノンインベイシブ モニタリング システムズ インコーポレイテッド Physiological signature feedback system
ATE383814T1 (en) 1997-03-17 2008-02-15 Vivometrics Inc METHOD FOR RESPIRATORY WAVE FORM ANALYSIS IN RELATION TO ITS INFLUENCE ON NEUROMUSCULAR BREATHING
US6268725B1 (en) 1998-04-29 2001-07-31 Medtronic, Inc. Flux-gate magnetometer with drive signal for reducing effects of electromagnetic interference
US6080690A (en) 1998-04-29 2000-06-27 Motorola, Inc. Textile fabric with integrated sensing device and clothing fabricated thereof
US5906004A (en) 1998-04-29 1999-05-25 Motorola, Inc. Textile fabric with integrated electrically conductive fibers and clothing fabricated thereof
US6790183B2 (en) 1998-10-14 2004-09-14 Raymond L. H. Murphy Method and apparatus for displaying body sounds and performing diagnosis based on body sound analysis
US6374667B1 (en) 1998-10-30 2002-04-23 Volusense As Volumetric physiological measuring system and method
AUPP974599A0 (en) 1999-04-14 1999-05-06 Resmed Limited Detection and classification of breathing patterns
JP3820811B2 (en) 1999-08-02 2006-09-13 株式会社デンソー Respiratory system disease monitoring device
AU1210301A (en) 1999-10-18 2001-04-30 Electric Power Research Institute, Inc. Apparatus and method for assessing pulmonary ventilation
US6172499B1 (en) 1999-10-29 2001-01-09 Ascension Technology Corporation Eddy current error-reduced AC magnetic position measurement system
US6600949B1 (en) 1999-11-10 2003-07-29 Pacesetter, Inc. Method for monitoring heart failure via respiratory patterns
US6527729B1 (en) 1999-11-10 2003-03-04 Pacesetter, Inc. Method for monitoring patient using acoustic sensor
US6727197B1 (en) 1999-11-18 2004-04-27 Foster-Miller, Inc. Wearable transmission device
AU2001221391A1 (en) 2000-01-26 2001-08-07 Vsm Medtech Ltd. Continuous blood pressure monitoring method and apparatus
AU2001244517A1 (en) 2000-04-07 2001-10-23 Remo Ehf. Breathing movement measurements and apparatus
CA2405848C (en) 2000-04-17 2010-11-09 Vivometrics, Inc. Systems and methods for ambulatory monitoring of physiological signs
US6468234B1 (en) 2000-07-14 2002-10-22 The Board Of Trustees Of The Leland Stanford Junior University SleepSmart
US6454719B1 (en) 2000-08-01 2002-09-24 Pacesetter, Inc. Apparatus and method for diagnosis of cardiac disease using a respiration monitor
WO2002019897A2 (en) 2000-09-08 2002-03-14 Wireless Medical, Inc. Cardiopulmonary monitoring
DE10046075A1 (en) 2000-09-15 2002-04-04 Friendly Sensors Ag Device and method for generating measurement data
US6517497B2 (en) 2000-12-13 2003-02-11 Ge Medical Systems Information Technologies, Inc. Method and apparatus for monitoring respiration using signals from a piezoelectric sensor mounted on a substrate
US6341504B1 (en) 2001-01-31 2002-01-29 Vivometrics, Inc. Composite elastic and wire fabric for physiological monitoring apparel
US6834436B2 (en) 2001-02-23 2004-12-28 Microstrain, Inc. Posture and body movement measuring system
US7267262B1 (en) 2001-08-06 2007-09-11 Seecontrol, Inc. Method and apparatus confirming return and/or pick-up valuable items
AU2003272524A1 (en) 2002-09-19 2004-04-08 Alfred E. Mann Institute For Biomedical Engineering At The University Of Southern California Ventilation and volume change measurements using permanent magnet and magnet sensor affixed to body
US7009511B2 (en) 2002-12-17 2006-03-07 Cardiac Pacemakers, Inc. Repeater device for communications with an implantable medical device
US20040133079A1 (en) 2003-01-02 2004-07-08 Mazar Scott Thomas System and method for predicting patient health within a patient management system
US20080082018A1 (en) 2003-04-10 2008-04-03 Sackner Marvin A Systems and methods for respiratory event detection
EP2589335A3 (en) * 2003-04-10 2017-10-04 Adidas AG Systems and methods for respiratory event dedection
WO2005018432A2 (en) 2003-08-20 2005-03-03 Philometron, Inc. Hydration monitoring
US7559902B2 (en) 2003-08-22 2009-07-14 Foster-Miller, Inc. Physiological monitoring garment
JP2005184188A (en) 2003-12-17 2005-07-07 Matsushita Electric Ind Co Ltd Wireless communication system and program thereof
CA2574759A1 (en) 2004-06-18 2006-01-26 Vivometrics, Inc. Systems and methods for real-time physiological monitoring
WO2006047295A1 (en) 2004-10-21 2006-05-04 Baker Hughes Incorporated Enhancing the quality and resolution of an image generated from single or multiple sources
US20060229058A1 (en) * 2005-10-29 2006-10-12 Outland Research Real-time person-to-person communication using geospatial addressing
JP4137893B2 (en) 2005-01-31 2008-08-20 アンリツ産機システム株式会社 Metal detector
WO2007069111A2 (en) 2005-12-15 2007-06-21 Koninklijke Philips Electronics N.V. Device for assessing the physical condition of a person
US20100027515A1 (en) 2006-02-01 2010-02-04 Jonathan Hylton Method and system for providing connectivity of a moving object to an external network
US8475387B2 (en) 2006-06-20 2013-07-02 Adidas Ag Automatic and ambulatory monitoring of congestive heart failure patients
US7628074B2 (en) 2007-03-15 2009-12-08 Mitsubishi Electric Research Laboratories, Inc. System and method for motion capture in natural environments
WO2008134583A1 (en) 2007-04-26 2008-11-06 Ray Gregory C Precision athletic aptitude and performance data analysis system
EP2175941B1 (en) 2007-08-08 2012-05-30 Koninklijke Philips Electronics N.V. Process and system for monitoring exercise motions of a person
US8702430B2 (en) 2007-08-17 2014-04-22 Adidas International Marketing B.V. Sports electronic training system, and applications thereof
HUP0700807A2 (en) 2007-12-13 2009-06-29 Jozsef Vincze Arrangement and method for detection and/or measurement of respiration
KR101616478B1 (en) 2008-05-12 2016-04-28 퀄컴 인코포레이티드 Implementation of Arbitrary Galois Field Arithmetic on a Programmable Processor
US8790273B2 (en) 2008-09-05 2014-07-29 Adidas Noninvasive method and system for measuring pulmonary ventilation
US8033959B2 (en) 2009-05-18 2011-10-11 Adidas Ag Portable fitness monitoring systems, and applications thereof

Also Published As

Publication number Publication date
US20170164897A1 (en) 2017-06-15
US9526419B2 (en) 2016-12-27
US20110054271A1 (en) 2011-03-03
JP2011120870A (en) 2011-06-23
EP2289410B1 (en) 2017-11-08
EP2289410A1 (en) 2011-03-02
JP5677788B2 (en) 2015-02-25

Similar Documents

Publication Publication Date Title
US9526419B2 (en) Garment for physiological characteristics monitoring
US9326705B2 (en) Method and system for monitoring physiological and athletic performance characteristics of a subject
US20170209094A1 (en) Noninvasive Method and System for Monitoring Physiological Characteristics and Athletic Performance
US9826903B2 (en) Multi modal method and system for transmitting information about a subject
EP2289402B1 (en) Method and system for interpretation and analysis of physiological, performance, and contextual information
US20140296651A1 (en) System and Method for Monitoring Physiological Characteristics
CA2736036A1 (en) Noninvasive method and system for measuring pulmonary ventilation
CA2714141A1 (en) Physiologic database and system for population modeling and method of population modeling
US10314517B2 (en) Respiration monitoring system and method
CA2714028A1 (en) Noninvasive method and system for monitoring physiological characteristics and athletic performance

Legal Events

Date Code Title Description
EEER Examination request

Effective date: 20150810

FZDE Discontinued

Effective date: 20190322