This disclosure relates to systems and methods for obtaining biometric data. Specifically, this disclosure relates to flexible transducers, such as flexible optical fibers, that may be used to acquire biometric data rapidly, over a large dynamic range, and at high sensitivity and accuracy.
Humans move very fast, particularly in sports. For example, a baseball pitcher throws a ball at more than 90 mph; this high speed is a result of shoulder rotations that operate at kHz frequencies, sometimes more than 7 kHz. Signal processing requires oversampling for high quality measurements of signals; for sinusoidal waveforms, Nyquist criteria is ˜2 times oversampling. That would require 14 kilosamples per second (ksps) sampling rates for 7 kHz speeds, except that human motion is rarely sinusoidal. For the high speed, non-sinusoidal and aperiodic motions that humans perform, e.g. a fastball pitch, oversampling at ten times the rates is preferred. Therefore, to accurately measure a high speed motion like pitching, sampling at 70 kilosamples per second would be ideal. Measurement of biometric motion at these rates, however, is currently not possible with conventional technology.
Accordingly, there is a need for systems and methods that can acquire biometric data using flexible transducers, such as flexible optical fibers, rapidly, over a large dynamic range, and at high sensitivity and accuracy.
The following description presents a simplified summary in order to provide a basic understanding of some aspects described herein. This summary is not an extensive overview of the claimed subject matter. It is intended to neither identify key or critical elements of the claimed subject matter nor delineate the scope thereof. Its sole purpose is to present some concepts in a simplified form as a prelude to the more detailed description that is presented later.
In some embodiments, the present disclosure provides a system for high-speed biometric data, including stretchable fiber optic wearables. For instance, in some embodiments, the system includes a first flexible transducer, where the first flexible transducer is configured to be worn around or along a portion of a person's body and configured to obtain biometric data indicating a movement of the person's body, a process, and a transmitter. In some embodiments, the system is configured to collect biometric data at a sampling rate of at least 10 kilosamples per second (ksps). In some embodiments, the system is configured to collect biometric data at a sampling rate of at least 100 kilosamples per second. In some embodiments, the system is configured to collect biometric data at a sampling rate of at least 200 kilosamples per second. In some embodiments, the biometric data comprises at least one of heartrate, chest excursion, tidal volume, minute volume, vital capacity, breathing rate, joint angle or position, joint velocity, joint acceleration, jerk, snap, joint stiffness, muscle activity, and muscle fatigue. In some embodiments, the biometric data indicating a movement of a person's body are measured at kHz frequencies.
In some embodiments, the first flexible transducer comprises an optical fiber, wherein the optical fiber comprises a first end configured to receive light emitted by a light source and a second end configured to transmit light to a detector. In some embodiments at least a portion of the optical fiber is deformable and has a propagation loss parameter configured to increase when the deformable section is deformed. In some embodiments, a first end and a second end of the first flexible transducer are anchored in a wearable garment. In some embodiments, a first end and a second end of the first flexible transducer are anchored in a wearable band. In some embodiments, the wearable band is a horizontal or transverse band configured to be worn across a user's chest or torso, around a wrist or ankle, or around a user's muscle. For example, the wearable band may be worn transversely across a muscle, such that the wearable band wraps circumferentially around a user's arm muscle (e.g., bicep) or leg muscle (e.g., quadriceps, hamstrings, calf muscles, etc.). In some embodiments, the wearable band is an orthogonal band configured to be worn along a user's joint.
In some embodiments, the system further comprises a second flexible transducer, wherein the first flexible transducer is worn in a first area of the person's body having a first rate of motion and the second flexible transducer is worn in a second area of the body having a second rate of motion. In some embodiments, the second rate of motion is greater than the first rate of motion, and at least one of a data acquisition rate and a data transmission rate of the second flexible transducer is greater than a corresponding rate of the first flexible transducer.
In some embodiments, the system further comprises an electronics pod configured to house at least one of the light source, detector, processor, and transmitter. In some embodiments, the electronics pod is capable of being coupled to and decoupled from the wearable garment or wearable band.
In some embodiments, the present disclosure provides a method for high-speed data acquisition comprising collecting biometric data at a sampling rate of at least 10 kilosamples per second and transmitting a wireless signal comprising the biometric data to a receiver at a speed of at least 0.1 kbps. In some embodiments, the data is transmitted at a speed of at least 10 kbps. In some embodiments, the step of collecting the biometric data is performed using the system described herein.
In some embodiments, the present disclosure provides a method for high-speed data acquisition comprising disposing an extensible transducer around a portion of a person's chest, the extensible transducer being configured to extend in response to movement of the person's chest, and, based on movements detected by the transducer at the person's chest, simultaneously measuring a heartrate and at least one respiration parameter of the person using the extensible transducer. In some embodiments, the extensible transducer comprises an optical fiber, wherein the optical fiber comprises a first end configured to receive light emitted by a light source and a second end configured to transmit light to a detector. In some embodiments, at least a portion of the optical fiber is deformable and has a propagation loss parameter configured to increase when the deformable section is deformed
In some embodiments, the extensible transducer is configured to obtain data indicating the movement of the person's chest over a dynamic range from an extension of about 0% to an extension of about at least 15%. In some embodiments, the extensible transducer is configured to obtain data indicating the movement of the person's chest to an extension of about at least 25%. In some embodiments, the extensible transducer is configured to obtain data indicating the movement of the person's chest to an extension of about at least 50%. In some embodiments, over the dynamic range, the extensible transducer is configured to measure the movement of the person's chest to within one millimeter. In some embodiments, over the dynamic range, the extensible transducer is configured to measure the movement of the person's chest to within one- tenth of a millimeter. In some embodiments, the extensible transducer is configured to measure forces less than 1 N, and wherein the force is measureable to within 0.01 N. In some embodiments, the extensible transducer is configured to simultaneously measure both a heartrate and a respiration parameter of the person. In some embodiments, the extensible transducer is configured to measure strain in the range of about 100 μm to about 10 cm, wherein the strain is measurable to within 100 μm strain. In some embodiments, the biometric data is collected at a sampling rate of at least 100 kilosamples per second. In some embodiments, the biometric data is collected at a sampling rate of at least 200 kilosamples per second. In some embodiments, the biometric data indicating a movement of a person's body are measured at kHz frequencies.
Other features and characteristics of the subject matter of this disclosure, as well as the methods of operation, functions of related elements of structure and the combination of parts, and economies of manufacture, will become more apparent upon consideration of the following description and the appended claims with reference to the accompanying drawings, all of which form a part of this specification, wherein like reference numerals designate corresponding parts in the various figures.
The accompanying drawings, which are incorporated herein and form part of the specification, illustrate various, non-limiting embodiments of the present invention. In the drawings, like reference numbers indicate identical or functionally similar elements.
While aspects of the subject matter of the present disclosure may be embodied in a variety of forms, the following description and accompanying drawings are merely intended to disclose some of these forms as specific examples of the subject matter. Accordingly, the subject matter of this disclosure is not intended to be limited to the forms or embodiments so described and illustrated.
While aspects of the subject matter of the present disclosure may be embodied in a variety of forms, the following description and accompanying drawings are merely intended to disclose some of these forms as specific examples of the subject matter. Accordingly, the subject matter of this disclosure is not intended to be limited to the forms or embodiments so described and illustrated.
Unless defined otherwise, all terms of art, notations and other technical terms or terminology used herein have the same meaning as is commonly understood by one of ordinary skill in the art to which this disclosure belongs. All patents, applications, published applications and other publications referred to herein are incorporated by reference in their entirety. If a definition set forth in this section is contrary to or otherwise inconsistent with a definition set forth in the patents, applications, published applications, and other publications that are herein incorporated by reference, the definition set forth in this section prevails over the definition that is incorporated herein by reference.
Unless otherwise indicated or the context suggests otherwise, as used herein, “a” or “an” means “at least one” or “one or more.”
This description may use relative spatial and/or orientation terms in describing the position and/or orientation of a component, apparatus, location, feature, or a portion thereof. Unless specifically stated, or otherwise dictated by the context of the description, such terms, including, without limitation, top, bottom, above, below, under, on top of, upper, lower, left of, right of, in front of, behind, next to, adjacent, between, horizontal, vertical, diagonal, longitudinal, transverse, radial, axial, etc., are used for convenience in referring to such component, apparatus, location, feature, or a portion thereof in the drawings and are not intended to be limiting.
Furthermore, unless otherwise stated, any specific dimensions mentioned in this description are merely representative of an exemplary implementation of a device embodying aspects of the disclosure and are not intended to be limiting.
To the extent used herein, the term “adjacent” refers to being near or adjoining. Adjacent objects can be spaced apart from one another or can be in actual or direct contact with one another. In some instances, adjacent objects can be coupled to one another or can be formed integrally with one another.
To the extent used herein, the terms “substantially” and “substantial” refer to a considerable degree or extent. When used in conjunction with, for example, an event, circumstance, characteristic, or property, the terms can refer to instances in which the event, circumstance, characteristic, or property occurs precisely as well as instances in which the event, circumstance, characteristic, or property occurs to a close approximation, such as accounting for typical tolerance levels or variability of the embodiments described herein.
To the extent used herein, the terms “optional” and “optionally” mean that the subsequently described, component, structure, element, event, circumstance, characteristic, property, etc. may or may not be included or occur and that the description includes instances where the component, structure, element, event, circumstance, characteristic, property, etc. is included or occurs and instances in which it is not or does not.
In some embodiments, the second fiber section 120 may be an extensible fiber section in which a propagation loss parameter varies as the second fiber section 120 is stretched. For example, the second fiber section 120 may have an ultimate elongation of at least 5%, 10%, 20%, 50%, 75%, 100%, 150%, 200%, 300%, or 500%. In some embodiments, a propagation loss parameter may increase as the second fiber is stretched. For example, an optical attenuation coefficient of the second fiber section 120 may be substantially constant, such that as a length of the second fiber section 120 increases, a total amount of light loss over the length of the second fiber section 120 may increase.
In some embodiments, the second fiber section 120 may be composed of transparent elastomer core such as poly(urethane). The second fiber section 120 may have an index of refraction approximately 1.5. The second fiber section 120 may have an optical attenuation coefficient of approximately 0.01, 0.05, 0.1, 0.5, 1, 10, 100, 1000 dB cm−1. In some embodiments, the second fiber section 120 may include a cladding, or coating. For example, the cladding may be made of an elastomer or plastic of lower index of refraction than the core. Silicone (having an index of refraction approximately 1.4), Teflon (having an index of refraction of approximately 1.4) are examples of suitable cladding materials. In some embodiments, the second fiber section 120 may not include a cladding. For example, the second fiber section 120 may be surrounded by air, which has an index of refraction of approximately 1.0. In some embodiments, the second fiber section 120 may be a waveguide having any of the properties, or made according to any of the methods, described in U.S. Patent Publication No. 2019/0056248. In some embodiments the second fiber section 120 may have a length that is greater than 0.05 cm, 0.1 cm, 0.5 cm, 1 cm, 2 cm, or 3 cm. In some embodiments, the second fiber section 120 may have a length that is less than 5 cm, 10 cm, 20 cm, 50 cm, or 100 cm.
In some embodiments, the light source 140 may be a light-emitting diode. For example, a photodiode or laser diode may be used. In some embodiments, the light source 140 may have a peak wavelength that is between 400 nm and 1 mm. In some embodiments, the detector 150 may be a phototransistor, photodiode, or complementary metal-oxide-semiconductor (CMOS). The fiber may have a first end that is configured to receive light emitted by the light source 140. For example, the light source 140 may be, e.g., attached to, disposed adjacent to, or embedded in whole or in part within the first end of the fiber, such that light emitted by the light source 140 may enter and pass through the core of the fiber. The detector 150 may be arranged at a second end of the fiber, opposite the first, to receive light that travels through the fiber. For example, the detector 150 may be, e.g., attached to, disposed adjacent to, or embedded in whole or in part within the second end of the fiber, such that light that passes through the fiber may reach and be detected by the detector 150.
In some embodiments, the second fiber section 120 may be bonded to the first fiber section 110 such that light may pass from the first fiber section 110 to the second fiber section 120. In embodiments that include an optional third fiber section 130, the third fiber section 130 may be bonded to the second fiber section 120 such that light may pass from the second fiber section 120 to the third fiber section 130. Thus, the fiber may be arranged such that when the first end is coupled to a light source 140 and the second end is coupled, directly or indirectly (e.g., via an optional third fiber section) to a detector 150, light travels from the light source 140, through the first fiber section 110, the second fiber section 120, and the optional third fiber section 130 and to the detector 150.
As shown in
In some embodiments, as shown in
The system 201 for high-speed data acquisition may further comprise an electronics board 290, wherein the electronics board 290 comprises a processor 270 and a transmitter 280. Thus, in some embodiments, when the light source 240 emits an optical signal (not shown) that passes through the flexible transducer 200 and is received by the detector 250, processor 270 may process the detected signal and transmitter 280 may transmit the data related to the detected signal to a wireless node (shown in
In some embodiments, as shown in
In other examples, the one or more straps 292a, 292b may use to secure the flexible transducer 200 around other joints, such as the knee, shoulder, or ankle. In some embodiments, the one or more straps 292a, 292b may comprise a mechanical fastener (not shown) to fasten the ends of each strap 292a, 292b around a user's body part. The mechanical fasteners may comprise, for instance, at least one of hook-and-loop fasteners, male and female connectors, zippers, lip and tape fasteners, rivets and eyelets, cufflinks, buttons, snaps, clasps, clips, eyelets and lace, and safety pins. In other embodiments, the one or more straps 292a, 292b are integrated into a wearable garment such that no mechanical fasteners are necessary.
In some embodiments, the system 201 comprises a single flexible transducer 200. In other embodiments, the system 201 comprises at least one or more flexible transducers 200. For instance, in some embodiments, the system 201 comprises a plurality of flexible transducers 200.
In some embodiments, the flexible band 392 is configured to be worn around a person's chest, wherein the flexible transducer 300 is configured to extend in response to a movement of the person's chest. In some embodiments, the system 301 is configured to obtain data indicating the movement of the person's chest over a dynamic range, wherein the dynamic range comprises an extension of about 0% to an extension of about 15%. In some embodiments, the system 301 is configured to obtain data indicating the movement of the person's chest to an extension of about at least 25%. In some embodiments, the system 301 is configured to obtain data indicating the movement of the person's chest to an extension of about at least 50%. In some embodiments, the system 301 is configured to measure the movement of the person's chest to within one millimeter. In some embodiments, the system 301 is configured to measure the movement of the person's chest to within one-tenth of a millimeter. In some embodiments, the system 301 is configured to measure forces less than 1 N, and wherein the force is measureable to within 0.01 N. In some embodiments, the system 301 is configured to simultaneously measure both a heartrate and a respiration parameter of the person. In some embodiments, the system 301 is configured to measure strain in the range of about 100 μm to about 10 cm, wherein the strain is measurable to within 100 μm strain.
The arrangement and positioning of the light source 340 and detector 350 in relation to the electronic components, such as the processor 370 and transmitter 380, is not particularly limited. For instance, in some embodiments, the light source 340 may be positioned on one end of the band 392 and the detector 350, processor 370, and transmitter 380 may be positioned on the other end of the band 392 (as shown in
In some embodiments, the plurality of flexible transducers 500a, 500b, 500c, 500d, 500e are configured to be positioned against select portions of the user's body for high-speed biometric data acquisition. For instance, the arrangement of the plurality of flexible transducers 500a, 500b, 500c, 500d, 500e within or on the garment 504 may be configured so as to collect and monitor biometric data from at least one of the user's chest, shoulders, back muscles, core, and arm muscles (e.g., biceps and triceps) upon movement by the user. As described above, the biometric data comprises at least one of heartrate, respiration parameter, muscle activity (e.g., contraction and relaxation), and muscle fatigue. Both ends of each of the plurality of flexible transducers 500a, 500b, 500c, 500d, 500e are connected to electronics pod 502 (entering it through multiple locations), which also houses the light source, detector, processor, and transmitter.
The means for securing of the plurality of flexible transducers 500a, 500b, 500c, 500d, 500e within or on the garment 504 is not particularly limited for purposes of this disclosure. For instance, the transducers 500 may be secured on the outside surface of the garment 504, the inside surface of the garment 504, or embedded within the garment 504. In a preferred embodiment, the transducers 500 are embedded within the garment 504, so as to minimize any potential chafing or irritation for the user during movement. In some embodiments, the transducers 500 may be secured to the garment via at least one of stitching, embroidering, a mechanical fastener, an adhesive, and the like.
In some embodiments, the first flexible transducer comprises an optical fiber, wherein the optical fiber comprises a first end configured to receive light emitted by a light source and a second end configured to transmit light to a detector, wherein at least a portion of the optical fiber is deformable and has a propagation loss parameter configured to increase when the deformable section is deformed. In some embodiments, a first end and a second end of the first flexible transducer are anchored in a wearable garment. In some embodiments, a first end and a second end of the first flexible transducer are anchored in a wearable band. In some embodiments, the wearable band is a horizontal or transverse band configured to be worn across a user's chest or torso, around a wrist or ankle, or around a user's muscle. For example, the wearable band may be worn transversely across a muscle, such that the wearable band wraps circumferentially around a user's arm muscle (e.g., bicep) or leg muscle (e.g., quadriceps, hamstrings, calf muscles, etc.). In some embodiments, the wearable band is an orthogonal band configured to be worn along a user's joint.
In some embodiments, the biometric data comprises at least one of heartrate, chest excursion, tidal volume, minute volume, vital capacity, breathing rate, joint angle or position, joint velocity, joint acceleration, jerk, snap, joint stiffness, muscle activity, and muscle fatigue.
In some embodiments, the method 900 further comprises collecting second biometric data at a sampling rate of at least 10 kilosamples per second using a second flexible transducer, wherein the first flexible transducer is worn in a first area of the person's body having a first rate of motion, the second flexible transducer is worn in a second area of the body having a second rate of motion, the second rate of motion being greater than the first rate of motion, and at least one of a data acquisition rate and a data transmission rate of the second flexible transducer is greater than a corresponding rate of the first flexible transducer.
In some embodiments, the extensible transducer is configured to obtain data indicating the movement of the person's chest over a dynamic range from an extension of about 0% to an extension of about at least 15%. In some embodiments, the extensible transducer is configured to obtain data indicating the movement of the person's chest to an extension of about at least 25%. In some embodiments, the extensible transducer is configured to obtain data indicating the movement of the person's chest to an extension of about at least 50%. In some embodiments, over the dynamic range, the extensible transducer is configured to measure the movement of the person's chest to within one millimeter. In some embodiments, the extensible transducer is configured to measure the movement of the person's chest to within one-tenth of a millimeter. In some embodiments, the extensible transducer is configured to measure forces less than 1 N, and wherein the force is measureable to within 0.01 N. In some embodiments, the extensible transducer is configured to simultaneously measure both a heartrate and a respiration parameter of the person. In some embodiments, the extensible transducer is configured to measure strain in the range of about 100 μm to about 10 cm, wherein the strain is measurable to within 100 μm strain. In some embodiments, the biometric data is collected at a sampling rate of at least 100 kilosamples per second. In some embodiments, the biometric data is collected at a sampling rate of at least 200 kilosamples per second. In some embodiments, the biometric data indicating a movement of a person's body are measured at kHz frequencies.
While the subject matter of this disclosure has been described and shown in considerable detail with reference to certain illustrative embodiments, including various combinations and sub-combinations of features, those skilled in the art will readily appreciate other embodiments and variations and modifications thereof as encompassed within the scope of the present disclosure. Moreover, the descriptions of such embodiments, combinations, and sub-combinations is not intended to convey that the claimed subject matter requires features or combinations of features other than those expressly recited in the claims. Accordingly, the scope of this disclosure is intended to include all modifications and variations encompassed within the spirit and scope of the following appended claims.
| Filing Document | Filing Date | Country | Kind |
|---|---|---|---|
| PCT/US2022/021751 | 3/24/2022 | WO |