Heart rate detection system and method

Information

  • Patent Grant
  • 10722128
  • Patent Number
    10,722,128
  • Date Filed
    Wednesday, July 31, 2019
    5 years ago
  • Date Issued
    Tuesday, July 28, 2020
    4 years ago
Abstract
Computerized eyewear and corresponding methods measure a wearer's heart rate using a first optical sensor and a second optical sensor at least partially embedded in an eyewear temple. The first optical sensor transmits a first signal to a temple of the wearer and the second optical sensor transmits a second signal to the temple of the wearer. Reflections of the first signal are used to measure a raw heart rate delta and reflections of the second signal are used to measure a noise delta. The raw heart rate delta and the noise delta are used to determine a measured heart rate of the wearer of the computerized eyewear.
Description
BACKGROUND

Heart rate detection and monitoring is an important process for many individuals. Heart rate monitoring can be desirable for both medical and fitness purposes. Individuals with medical issues related to the heart need to closely monitor their heart rates to ensure that the results do not fall outside of a prescribed range. Similarly, many individuals wear heart monitors while working out or participating in sports. Doing so allows the individual to alter their activity to optimize their heart rate for providing the maximum physical fitness benefits, as well as or alternatively to avoid over-stressing their heart.


There are many types of heart rate monitors available to consumers. Most are very bulky and cumbersome. For example, many conventional heart rate monitors include a strap that must be accurately placed around the individual's chest and worn during monitoring. The strap communicates wirelessly with a separate device that is typically worn on the individual's wrist, e.g., interfacing with a watch or bike computer. These types of devices are uncomfortable and require multiple components to be worn or used by the individual.


Other conventional heart rate monitors attempt to utilize photodiodes and LEDs that contact a person's skin (e.g., mounted on a rear side of a watch or device worn on a person's wrist) to measure the light absorption in the blood flowing through the wrist. Because these types of monitors require continuous skin contact, these measurements are often inaccurate as the device bounces around, moves, or encounters sweat or dirt.


Accordingly, there is a need for improved systems and methods that address these and other needs.


SUMMARY

According to various embodiments, computerized eyewear includes a frame, a first temple, a second temple, and a processor. The frame has a frame first end and a frame second end. The first temple has a first temple first end that is pivotally coupled to the frame first end and a first temple second end that is configured to rest on a first ear of a wearer of the computerized eyewear. The second temple has a second temple first end that is pivotally coupled to the frame second end and a second temple second end that is configured to rest on a second ear of a wearer of the computerized eyewear. A first optical sensor is at least partially embedded in the second temple and operative to transmit a first signal to a temple of the wearer of the computerized eyewear to measure a raw heart rate delta. A second optical sensor is at least partially embedded in the second temple proximate to the first optical sensor and operative to transmit a second signal to the temple of the wearer of the computerized eyewear to measure a noise delta. The processor is coupled to one of the first temple, the second temple, or the frame and communicatively coupled to the first optical sensor and the second optical sensor. The processor is operative to use the first signal to generate the raw heart rate delta, to use the second signal to generate the noise delta, and to use the raw heart rate delta and the noise delta to determine a measured heart rate of the wearer of the computerized eyewear.


According to other embodiments, a computer-implemented method for measuring a heart rate of a wearer of computerized eyewear is provided. The method includes receiving a first signal from a first optical sensor at least partially embedded in an eyewear temple of the computerized eyewear. A raw heart rate delta is determined from the first signal. A second signal is received from a second optical sensor at least partially embedded in an eyewear temple of the computerized eyewear proximate to the first optical sensor. A noise delta is determined from the second signal. A measured heart rate of the wearer of the computerized eyewear is determined using the raw heart rate delta and the noise delta.


According to yet other embodiments, computerized eyewear includes a frame, an eyewear temple pivotally coupled to the frame, and a processor. The eyewear temple includes a first optical sensor and a second optical sensor. The first optical sensor is at least partially embedded in the eyewear temple and is operative to transmit a first signal to a temple of the wearer of the computerized eyewear to measure a raw heart rate delta. The second optical sensor is at least partially embedded in the eyewear temple and is operative to transmit a second signal to the temple of the wearer of the computerized eyewear to measure a noise delta. The processor is communicatively coupled to the first optical sensor and the second optical sensor. The processor is operative to use the first signal to generate the raw heart rate delta, to use the second signal to generate the noise delta, and to use the raw heart rate delta and the noise delta to determine a measured heart rate of the wearer of the computerized eyewear





BRIEF DESCRIPTION OF THE DRAWINGS

Various embodiments of systems and methods for detecting a heart rate are described below. In the course of this description, reference will be made to the accompanying drawings, which are not necessarily drawn to scale and wherein:



FIG. 1 is a block diagram of a heart rate detection system in accordance with an embodiment of the present system.



FIG. 2 is a block diagram of the heart rate detection server of FIG. 1.



FIG. 3 depicts a flowchart that generally illustrates various steps executed by a heart rate detection module according to a particular embodiment.



FIG. 4 is an exemplary wearable heart rate detection device for use in the heart rate detection system of FIG. 1.



FIGS. 5A and 5B are top views of a portion of a temple of an eyewear showing alternative configurations of a heart rate detection system according to various embodiments.





DETAILED DESCRIPTION OF SOME EMBODIMENTS

Various embodiments will now be described more fully hereinafter with reference to the accompanying drawings. It should be understood that the invention may be embodied in many different forms and should not be construed as limited to the embodiments set forth herein. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the invention to those skilled in the art. Like numbers refer to like elements throughout.


Overview


As a person's heart beats, the heart contracts, forcing blood at a high pressure through the person's arteries. In response to these high pressure surges, the arteries expand outward in diameter. As the flow of blood subsides in between beats, the arteriel walls contract inward. As a result of this process, the skin adjacent to a large artery may visibly pulse outward in rhythm with the heart rate of the individual. In various embodiments, a wearable heart rate detection system may measure the distance between the sensor and the skin of the wearer. The difference in the distance over time is representative of the heart rate of the wearer. This difference in the distance between the sensor and the skin of the wearer over time will be referred to herein as the “delta.” For the purposes of this disclosure, the delta that includes the heartbeat of the wearer will be referred to as the “raw heart rate delta.” When the wearer is perfectly still, without any movement, the raw heart rate delta will purely represent the heart rate of the wearer since the raw heart rate delta is completely caused by the pulsation of the wearer's artery as it expands and contracts with the heartbeat.


However, a complication with accurately measuring a heart rate by optically measuring a delta is that factors other than heart rate often create or alter this measurement. For example, a prime location for measuring the delta is at a person's temple. The superficial temporal artery traverses the area adjacent a person's temple, so the pulsing of the artery creates a measurable delta at the temple. However, the temple is also an area in which various bones and muscles of the human anatomy come together under the skin. As a result, various movements of a person's mouth (e.g., chewing, biting, teeth grinding, talking, and yawning), ears, or even neck muscles may create a delta at the temple that may interfere with measuring a heart rate. Moreover, eyewear or other wearable devices possessing the sensors for measuring the delta are subject to movement as the wearer walks, runs, turns his or her head, and otherwise moves around. For the purposes of this disclosure, the delta that is caused by, or substantially caused by, movement and factors other than the heartbeat of the wearer will be referred to as the “noise delta.”


Utilizing the concepts and technologies described herein, these challenges are overcome through the use of at least two sensors embedded in or mounted to a temple of eyewear. This disclosure describes the various embodiments in the context of the heart rate detection system being embedded or mounted on eyewear. However, it should be appreciated, that the various components and concepts described herein may be used with any wearable device (e.g., a watch, a helmet, a headband, a wristband, goggles, a hat or other headwear), and are not limited to use with eyewear.


According to various embodiments, one optical sensor is positioned within the temple of the eyewear such that the sensor has a narrow field of detection focused on the optimum position at the wearer's temple in which the delta from the heartbeat of the wearer may be measured. This area of the wearer's temple will be referred to as the “heart rate detection area.” A second optical sensor is positioned proximate to the first optical sensor and is configured with a wider field of detection that is larger than the heart rate detection area. According to one embodiment, the second sensor is positioned just forward of the first optical sensor to capture a larger area of the wearer's temple. This wider field of detection, while it may encompass the heart rate detection area, is not focused soley on the superficial temporal artery. As the wearer moves, chews, speaks, etc, the wide focus area of the second sensor expands and contracts. As a result, the delta measured in the larger field of detection is a noise delta since it is primarily influenced by movement and factors other than the heartbeat of the wearer. This second, larger area of the wearer's temple that is used to measure the noise delta will be referred to as the “noise detection area.”


According to embodiments described herein, the at least two sensors of the heart rate detection system measure the raw heart rate delta and the noise delta, scale and subtract these measurements, which results in a measured heart rate delta that primarily includes the heart rate of the wearer.


In various embodiments, the system includes at least two optical sensors coupled to the wearable device. The sensors may be coupled to the wearable device in any suitable way. For instance, the one or more sensors may be embedded into the wearable device, coupled to the wearable device, and/or operatively coupled to the wearable device. According to one illustrative embodiment, the system includes two sensors embedded within a temple of eyewear. Each optical sensor may include an LED and a detector, or an LED operatively coupled to a detector such that the time is measurable between illumination of the LED and detection of the reflection of the light by the detector.


According to embodiments, the two optical sensors include two LEDs that share a single detector. The detector may include a photodiode configured to convert light into an electrical current. After light is emitted from the LED, the light is reflected back by the skin on the temple of the wearer. The reflected light is received by the photodiode and converted into an electrical current. A processor coupled to the optical sensor measures the time-delay of the light from the LED to the temple and back to the photodiode. Using the speed of light and this time-delay, the processor may determine the distance between the optical sensor and the temple of the wearer. This distance measured over time creates the raw heart rate delta and the noise delta from the two sensors. After scaling and subtracting these measurements, the measured heart rate is determined. According to one embodiment, the sensors include a 24-bit analog-to-digital converter (ADC) that is close to the photodiode. This configuration allows for signaling that is clean, with a dynamic range of over 16 bits for use within a wide range of lighting conditions, from very bright sunlight to a dark room.


Exemplary Technical Platforms


As will be appreciated by one skilled in the relevant field, the present systems and methods may be, for example, embodied as a computer system, a method, or a computer program product. Accordingly, various embodiments may be entirely hardware or a combination of hardware and software. Furthermore, particular embodiments may take the form of a computer program product stored on a computer-readable storage medium having computer-readable instructions (e.g., software) embodied in the storage medium. Various embodiments may also take the form of Internet-implemented computer software. Any suitable computer-readable storage medium may be utilized including, for example, hard disks, compact disks, DVDs, optical storage devices, and/or magnetic storage devices.


Various embodiments are described below with reference to block diagram and flowchart illustrations of methods, apparatuses, (e.g., systems), and computer program products. It should be understood that each block of the block diagrams and flowchart illustrations, and combinations of blocks in the block diagrams and flowchart illustrations, respectively, can be implemented by a computer executing computer program instructions. These computer program instructions may be loaded onto a general purpose computer, a special purpose computer, or other programmable data processing apparatus that can direct a computer or other programmable data processing apparatus to function in a particular manner such that the instructions stored in the computer-readable memory produce an article of manufacture that is configured for implementing the functions specified in the flowchart block or blocks.


The computer instructions may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on a user's computer and partly on a remote computer, or entirely on the remote computer or server. In the latter scenario, the remote computer may be connected to the user's computer through any suitable type of network, including but not limited to: a local area network (LAN); a wide area network (WAN), such as the Internet; and/or a cellular network.


These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner such that the instructions stored in the computer-readable memory produce an article of manufacture that is configured for implementing the function specified in the flowchart block or blocks. The computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer-implemented process (e.g., method) such that the instructions that execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart block or blocks.


Example System Architecture



FIG. 1 is a block diagram of a Heart Rate Detection System 100 according to particular embodiments. As may be understood from this figure, the Heart Rate Detection System 100 includes One or More Networks 115, One or More Third Party Servers 50, a Heart Rate Detection Server 120 that may, for example, be adapted to execute a Heart Rate Detection Module 300, one or more Databases 140, one or more Remote Computing Devices 154 (e.g., a smart phone, a tablet computer, a wearable computing device, a laptop computer, a desktop computer, etc.), and one or more Heart Rate Detection Devices 400, which may, for example, be embodied as eyewear, headwear, clothing, a watch, a hat, a helmet, a cast, an adhesive bandage, a piece of jewelry (e.g., a ring, earring, necklace, bracelet, brooch, etc.), or any other suitable wearable device or other device (e.g., other computing device). In particular embodiments, the one or more computer networks 115 facilitate communication between the One or More Third Party Servers 50, the Heart Rate Detection Server 120, the one or more Databases 140, the one or more Remote Computing Devices 154, and the one or more Heart Rate Detection Devices 400.


The one or more networks 115 may include any of a variety of types of wired or wireless computer networks such as the Internet (or other WAN), a private intranet, a mesh network, a public switch telephone network (PSTN), and/or any other type of network (e.g., a network that uses Bluetooth or near field communications to facilitate communication between computing devices). The communication link between the One or More Remote Computing Devices 154 and the Heart Rate Detection Server 120 may be, for example, implemented via a Local Area Network (LAN) or via the Internet (or other WAN).



FIG. 2 illustrates a diagrammatic representation of an exemplary architecture of a Heart Rate Detection Server 120 that may be used within various embodiments of the Heart Rate Detection System 100. It should be understood that the computer architecture shown in FIG. 2 may also represent the computer architecture for any one of the one or more Remote Computing Devices 154, one or more Third Party Servers 50, and/or the one or more Heart Rate Detection Devices 400 shown in FIG. 1. In particular embodiments, the Heart Rate Detection Server 120 may be suitable for use as a computer within the context of the Heart Rate Detection System 100 that is configured to determine the heart rate of a wearer using one or more signals received from one or more sensors coupled to the one or more Heart Rate Detection Devices 400. In other particular embodiments, the Heart Rate Detection Device 400 may include an on-board computer processor that is adapted to execute a Heart Rate Detection Module 300 to determine the heart rate of the wearer.


In particular embodiments, the Heart Rate Detection Server 120 may be connected (e.g., networked) to other computing devices in a LAN, an intranet, an extranet, and/or the Internet as shown in FIG. 1. As noted above, the Heart Rate Detection Server 120 may operate in the capacity of a server or a client computing device in a client-server network environment, or as a peer computing device in a peer-to-peer (or distributed) network environment. The Heart Rate Detection Server 120 may be a desktop personal computing device (PC), a tablet PC, a set-top box (STB), a Personal Digital Assistant (PDA), a smartphone, a web appliance, a network router, a switch or bridge, or any other computing device capable of executing a set of instructions (sequential or otherwise) that specify actions to be taken by that computing device. Further, while only a single computing device is illustrated, the term “computing device” shall also be interpreted to include any collection of computing devices that individually or jointly execute a set (or multiple sets) of instructions to perform any one or more of the methodologies discussed herein, or other suitable methodologies.


As shown in FIG. 2, an exemplary Heart Rate Detection Server 120 includes a processing device 202, a main memory 204 (e.g., read-only memory (ROM), flash memory, dynamic random access memory (DRAM) such as synchronous DRAM (SDRAM) or Rambus DRAM (RDRAM), etc.), a static memory 206 (e.g., flash memory, static random access memory (SRAM), etc.), and a data storage device 218, which communicate with each other via a bus 232.


The processing device 202 represents one or more general-purpose or specific processing devices such as a microprocessor, a central processing unit (CPU), or the like. More particularly, the processing device 202 may be a complex instruction set computing (CISC) microprocessor, reduced instruction set computing (RISC) microprocessor, very long instruction word (VLIW) microprocessor, or processor implementing other instruction sets, or processors implementing a combination of instruction sets. The processing device 202 may also be one or more special-purpose processing devices such as an application specific integrated circuit (ASIC), a field programmable gate array (FPGA), a digital signal processor (DSP), network processor, or the like. The processing device 202 may be configured to execute processing logic 226 for performing various operations and steps discussed herein.


The Heart Rate Detection Server 120 may further include a network interface device 208. The Heart Rate Detection Server 120 may also include a video display unit 210 (e.g., a liquid crystal display (LCD) or a cathode ray tube (CRT)), an alpha-numeric input device 212 (e.g., a keyboard), a cursor control device 214 (e.g., a mouse), a signal generation device 216 (e.g., a speaker), and a data storage device 218.


The data storage device 218 may include a non-transitory computing device-accessible storage medium 230 (also known as a non-transitory computing device-readable storage medium, a non-transitory computing device-readable medium, or a non-transitory computer-readable medium) on which is stored one or more sets of instructions (e.g., the Heart Rate Detection Module 300) embodying any one or more of the methodologies or functions described herein. The one or more sets of instructions may also reside, completely or at least partially, within the main memory 204 and/or within the processing device 202 during execution thereof by the Heart Rate Detection Server 120—the main memory 204 and the processing device 202 also constituting computing device-accessible storage media. The one or more sets of instructions may further be transmitted or received over a network 115 via a network interface device 208.


While the computing device-accessible storage medium 230 is shown in an exemplary embodiment to be a single medium, the term “computing device-accessible storage medium” should be understood to include a single medium or multiple media (e.g., a centralized or distributed database, and/or associated caches and servers) that store the one or more sets of instructions. The term “computing device-accessible storage medium” should also be understood to include any medium that is capable of storing, encoding, or carrying a set of instructions for execution by the computing device and that causes the computing device to include any one or more of the methodologies of the present invention. The terms “computing device-accessible storage medium” and like terms should accordingly be understood to include, but not be limited to, solid-state memories, optical and magnetic media, etc.


Exemplary Heart Rate Detection Device


As shown in FIG. 1, the Heart Rate Detection System 100, in various embodiments, comprises one or more Heart Rate Detection Devices 400. A particular embodiment of a heart rate detection device is shown in FIG. 4 as eyewear 400. As shown in this figure, eyewear 400, according to various embodiments, includes: (1) an eyewear frame 410; (2) a first temple 412; and (3) a second temple 414. These various components are discussed in more detail below.


Eyewear Frame


Referring still to FIG. 4, eyewear 400, in various embodiments, includes any suitable eyewear frame 410 that is configured to support one or more lenses 418, 420. In the embodiment shown in this figure, the eyewear frame 410 defines a first end 402 and a second end 404. The eyewear frame 410 may be made of any suitable material such as metal, ceramic, one or more polymers or any combination thereof. In particular embodiments, the eyewear frame 410 is configured to support the first and second lenses 418, 420 about the full perimeter of the first and second lenses 418, 420. In other embodiments, the eyewear frame 410 may be configured to support the first and second lenses 418, 420 about only a portion of each respective lens. In various embodiments, the eyewear frame 410 is configured to support a number of lenses other than two lenses (e.g., a single lens, a plurality of lenses, etc.). In particular embodiments, the lenses 418, 420 may include prescription lenses, sunglass lenses, or any other suitable type of lens (e.g., reading lenses, non-prescription lenses), which may be formed from glass or a suitable polymer.


In various embodiments, the eyewear frame 410 includes a first and second nose pad 422, 424, which may be configured to maintain the eyewear 400 adjacent the front of a wearer's face such that the lenses 418, 420 are positioned substantially in front of the wearer's eyes while the wearer is wearing the eyewear 400. In particular embodiments, the nose pads 422, 424 may comprise a material that is configured to be comfortable when worn by the wearer (e.g., rubber, plastic, etc.). In other embodiments, the nose pads 422, 424 may include any other suitable material (e.g., metal, etc.). In still other embodiments, the nose pads 422, 424 may be integrally formed with the frame 410.


The eyewear frame 410 includes a first and second hinge 426, 428 that attach the first and second temples 412, 414 to the frame first and second ends 402, 404, respectively. In various embodiments, the hinges 426, 428 may be formed by any suitable connection (e.g., tongue and groove, ball and socket, spring hinge, etc.). In particular embodiments, the first hinge 426 may be welded to, or integrally formed with, the frame 410 and the first temple 412, and the second hinge 428 may be welded to, or integrally formed with, the frame 410 and the second temple 414.


First and Second Temples


As shown in FIG. 4, the first temple 412, according to various embodiments, is rotatably connected to the frame 410 at a right angle to extend the first temple 412 substantially perpendicular, substantially parallel, or anywhere in between the right angle to the frame 410. The first temple 412 has a first and second end 412a, 412b. Proximate the first temple second end 412b, the first temple 412 includes an earpiece 413 configured to be supported by a wearer's ear. Similarly, the second temple 414, according to various embodiments, is rotatably connected to the frame 410 at a right angle to extend the second temple 414 substantially perpendicular, substantially parallel, or anywhere in between the right angle to the frame 410. The second temple 414 has a first and second end 414a, 414b. Proximate the second temple second end 414b, the second temple 414 includes an earpiece 415 configured to be supported by a wearer's ear.


Sensors


In various embodiments, one or more sensors 430 may be coupled to the frame 410, the first and second temples 412, 414, the first and second lenses 418, 420, or any other portion of the eyewear 400 in any suitable way. For instance, the one or more sensors 430 may be embedded into the eyewear 400, substantially permanently coupled to the eyewear 400 (e.g. using suitable welding or bonding techniques), and/or detachably coupled to the eyewear 400 (e.g. using a suitable spring-loaded clamp, etc.). In various embodiments, the one or more sensors 430 may be positioned at any point along the eyewear 400. For instance, a heart rate detection sensor may be disposed adjacent the first temple of the eyewear 400. Specifically, two heart rate detection sensors may be positioned within the first or second temple of the eyewear 400 at a position substantially adjacent the temple of wearer such that light may be emitted toward the wearer's temple at an approximate angle of 90 degrees from the temple of the eyewear.



FIGS. 5A and 5B show illustrative configurations of the Heart Rate Detection System 100 according to various embodiment. In these examples, a first sensor 502 and a second sensor 504 are embedded within a temple 414 of the eyewear 400. Only a portion of the temple 414 is shown for clarity purposes. The first sensor 502 includes a narrow field emitter or LED, while the second sensor 504 includes a wide field emitter or LED. The LEDs may be green or red, or any suitable color, including infrared. One with skill in the art would be able to select an appropriate LED or other emitter for use with the narrow and wide field implementations.



FIG. 5A will be described in detail. FIG. 5B includes the same components as those shown in FIG. 5A, but in different positions. FIG. 5B is shown to illustrate that the positioning of the various components of the Heart Rate Detection System 100 may be altered without departing from the scope of this disclosure. Looking now at FIG. 5A, according to one embodiment, the sensors 430 are embedded within the temple 412 of eyewear 400. The sensors 430 include a first sensor 502 that is a narrow field LED and a second sensor 504 that is a spread beam, or wide field LED that are approximately equidistant from and positioned on opposite sides of a detector 506. According to this embodiment, the detector 506 includes an aperture or orifice that is substantially shaped like a heart. While the heart-shaped aperture provides an aesthetic appeal to a heart rate detection system, the shape additionally provides a substantial advantage in the detection and analysis of the narrow and wide field signals from the sensors 430. This advantage will be discussed in detail below with respect to FIG. 3 and the Heart Rate Detection Module 300.


According to various embodiments, the detector 506 and/or the first and second sensors, 502 and 504, respectively, may include one or more lenses over the apertures encompassing the sensors 430. Lenses may be made from any suitable material and may be shaped and sized to focus the respective beams in a desirable manner. As an example, lenses may assist the configuration of the gradient signal emitted from the first sensor 502 and reflected back to the detector 506. Lenses may additionally assist in spreading the signal from the second sensor 504 across the temple of the wearer.


Exemplary System Platform


As noted above, a system, according to various embodiments, is adapted to monitor the heart rate of a wearer of a wearable device. Various aspects of the system's functionality may be executed by certain system modules, including the Heart Rate Detection Module 300. The Heart Rate Detection Module 300 is discussed in greater detail below.


Heart Rate Detection Module



FIG. 3 is a flow chart of operations 300 performed by an exemplary Heart Rate Detection Module 300, which may, for example, run on the Heart Rate Detection Server 120, or any other suitable computing device (such as the one or more Heart Rate Detection Devices 400). In various embodiments, the system begins, at operation 302 by emitting light from the sensors 430. Specifically, the narrow and wide field emitters are activated to emit light from LEDs to the surface of the wearer's skin on the temple. The heart rate detection and monitoring may be triggered by a command from the user, at pre-determined times or intervals, or upon detection of an event. For example, the user may provide a voice command that triggers the measurement and storage and/or reporting of the wearer's heartrate. Alternatively, the user may provide a hand gesture, head movement, or eye movement that is detected by a camera, motion sensor, or any other applicable sensor coupled to the eyewear. According to another example, gyroscopes, accelerometers, or other sensors may detect the beginning of an exercise event (e.g., the wearer starts to jog). This activity may trigger the measurement and storage and/or reporting of the wearer's heartrate. Similarly, the cessation of the activity may again activate the sensors 430 and corresponding measurement of the wearer's heartrate. The eyewear may be programmed to take measurements at predetermined time and/or distance intervals during an exercise event.


At operation 304, the detector 506 receives reflections of the light from the narrow and wide field LEDs. The raw heart delta and the noise delta are determined at operation 306. As discussed above, the narrow field light emitted from the first sensor 502 is focused on the heart rate detection area of the wearer's temple. The reflection of the light is detected. The change in the time delay between transmission and receipt of the reflection is indicative of the rate of change of the distance between the sensor and the surface of the wearer's temple as the heart beat deforms repeatedly deforms the temple outward toward the sensor and inward again as the blood pulses through the corresponding artery.


The light from the first sensor 502 is not only a narrow beam, but it also is a gradient towards the center of higher and higher density of light. Small fluctuations along the gradient are going to provide a non-linear signal, which is representative of the raw heart delta. In contrast, the wide field light emitted from the second sensor 504 is focused widely on the noise detection area, which is a larger area of the wearer's temple that is used to measure the noise delta. The noise detection area encompasses the heart rate detection area of the wearer's temple and a surrounding area. This wider field of light is even, without a gradient. As a result, the same deformation of the temple of the wearer will provide a linear signal. These two signals are scaled and subtracted to arrive at a measured heart rate delta that primarily includes the heart rate of the wearer.


The two signals from the first and second sensors 502 and 504, respectively, can be analyzed in various ways known to those with skill in the art to arrive at the measured heart rate. The results of a plurality of analysis methods can be averaged or subjected to known error correction techniques to determine the measured heart rate. By doing so, if one or both signals from the sensors 430 are lost during heart rate monitoring, the heart rate data may be extrapolated from the most recent data until the lost signal(s) are recovered.


The heart-shaped aperture of the detector 506 significantly enhances the signal differentiation and analysis process. The “V” portion of the bottom of the heart is adjacent to the first sensor 502 that provides the gradient signal. When the 50 percent line of the gradient travels upwards, providing a far more accentuated signal due to the V shape. In other words, the gradient line that is 50 percent of the power is at the bottom of the V. As it comes closer, the V orifice opens providing more power. So the V assists with the signal processing of the gradient signal from the narrow field emitter of sensor 502. On the other side of the detector 506, the second sensor 504 provides a flat surfaced signal with no gradient. “Looking” side-to-side at the bony structure of the temple without looking directly at the soft tissue over the superficial temporal artery provides the optimum noise detection area that provides a noise delta associated with movement not caused by the pulse of the wearer's heartbeat. To do so, light from the wide field emitter of sensor 504 may be thought of as being directed towards two circles adjacent to one another and encompassing the outer portions of the noise detection area, while providing a divider down the middle towards the heart rate detection area of the first sensor 502. This structure is represented by the two outer lobes of the heart, converging in the top center portion of the heart. Consequently, the heart-shaped aperture of the detector 506 shown in FIG. 5A significantly enhances the detection and accuracy of the heart rate delta and the noise delta, resulting in an accurate measured heart rate.


According to alternative embodiments, the detector 506 may include an aperture that is substantially circular, square, rectangular, or any other suitable shape. To create the desired configuration of the gradient signal emitted from the first sensor 502 and reflected back to the detector 506, lenses may be used, as described above. In these embodiments, a lens positioned over the aperture may be heart-shaped or otherwise shaped to enhance the performance of the detector, rather than the aperture itself being heart-shaped.


Conclusion


Many modifications and other embodiments of the invention will come to mind to one skilled in the art to which this invention pertains, having the benefit of the teaching presented in the foregoing descriptions and the associated drawings. Therefore, it is to be understood that the invention is not to be limited to the specific embodiments disclosed and that modifications and other embodiments are intended to be included within the scope of the appended claims. Although specific terms are employed herein, they are used in a generic and descriptive sense only and not for the purposes of limitation.

Claims
  • 1. Computerized eyewear, comprising: a frame, wherein the frame comprises a frame first end, anda frame second end;a first temple, wherein the first temple comprises a first temple first end pivotally coupled to the frame first end, anda first temple second end configured to rest on a first ear of a wearer of the computerized eyewear;a second temple, wherein the second temple comprises a second temple first end pivotally coupled to the frame second end,a second temple second end configured to rest a second ear of the wearer of the computerized eyewear,a first optical transmitter at least partially embedded in the second temple and operative to transmit a first signal to a temple of the wearer of the computerized eyewear to measure a raw heart rate delta,a second optical transmitter at least partially embedded in the second temple proximate to the first optical transmitter and operative to transmit a second signal to the temple of the wearer of the computerized eyewear to measure a noise delta, anda detector at least partially embedded in the second temple proximate to the first optical transmitter and to the second optical transmitter, the detector operative to receive a reflected first signal originating from the first optical transmitter or a reflected second signal originating from the second optical transmitter and reflected back to the detector from a surface of the temple of the wearer;at least one processor coupled to one of the first temple, the second temple, or the frame and communicatively coupled to the first optical transmitter, the second optical transmitter, and the detector, the at least one processor operative to use the reflected first signal over time representative of a movement of a heart rate detection area of the surface of the temple of the wearer to generate the raw heart rate delta, to use the reflected second signal over time representative of a movement of a wide field of detection on the surface of the temple of the wearer that is larger than the heart rate detection area to generate the noise delta, and to use the raw heart rate delta and the noise delta to determine a measured heart rate of the wearer of the computerized eyewear.
  • 2. The computerized eyewear of claim 1, wherein the first optical transmitter comprises a narrow field emitter operative to focus the first signal on the heart rate detection area of the temple of the wearer, the heart rate detection area comprising a superficial temporal artery of the wearer.
  • 3. The computerized eyewear of claim 2, wherein the second optical transmitter comprises a wide field emitter operative to focus the second signal on the wide field of detection that is larger than the heart rate detection area of the first signal.
  • 4. The computerized eyewear of claim 3, wherein the first optical transmitter comprises a narrow field emitting Light Emitting Diode (LED) and the second optical transmitter comprises a wide field emitting LED.
  • 5. The computerized eyewear of claim 4, wherein the first optical transmitter and the second optical transmitter are positioned approximately equidistant from and on opposite sides of the detector.
  • 6. The computerized eyewear of claim 5, wherein the detector comprises a heart-shaped aperture that is shaped like a heart to enhance detection or differentiation of the reflected first signal and the reflected second signal.
  • 7. The computerized eyewear of claim 6, wherein the first optical transmitter is positioned proximate to a point of the heart-shaped aperture.
  • 8. The computerized eyewear of claim 4, wherein the detector comprises a photodiode configured to convert light into an electrical current.
  • 9. The computerized eyewear of claim 8, wherein the first optical transmitter comprises a narrow field emitting LED and the second optical transmitter comprises a wide field emitting LED, and wherein the processor is operative to measure the time-delay of the light from each LED to the temple and back to the photodiode,utilize the time-delay measurement to determine a first distance between the first optical transmitter and the temple and a second distance between the second optical transmitter and the temple,repeat the determination of the first distance over a period of time to determine the raw heart rate delta,repeat the determination of the second distance over the period of time to determine the noise delta, andisolate a heart rate from the raw heart rate delta and the noise delta to determine the measured heart rate of the wearer.
  • 10. The computerized eyewear of claim 4, further comprising one or more lenses positioned over the detector, wherein the one or more lenses are configured to alter or focus the first signal, the second signal, the reflected first signal, or the reflected second signal.
  • 11. The computerized eyewear of claim 10, wherein the one or more lenses are configured to spread the reflected second signal emitted from the second optical transmitter and reflected from the temple of the wearer.
  • 12. The computerized eyewear of claim 11, wherein at least one of the one or more lenses is shaped like a heart.
  • 13. A computer-implemented method for measuring a heart rate of a wearer of computerized eyewear, the method comprising: transmitting, from a first optical transmitter at least partially embedded in an eyewear temple of the computerized eyewear, a first signal to a heart rate detection area of the surface of the temple of the wearer to create a reflected first signal from the surface;receiving, at a detector at least partially embedded in the eyewear temple of the computerized eyewear, the reflected first signal from the surface of the temple of the wearer over a period of time representative of a movement of the heart rate detection area of the surface of the temple of the wearer;determining, using a processor at least partially embedded in the eyewear temple, a raw heart rate delta from the reflected first signal;transmitting, from a second optical transmitter at least partially embedded in the eyewear temple of the computerized eyewear, a second signal to a wide field of detection on the surface of the temple of the wearer that is larger than the heart rate detection area to create a reflected second signal from the surface;receiving, at the detector of the computerized eyewear, the reflected second signal from the surface of the temple of the wearer over the period of time representative of a movement of the wide field of detection on the surface of the temple of the wearer;determining, using the processor, a noise delta from the reflected second signal; anddetermining, using the processor, a measured heart rate of the wearer of the computerized eyewear using the raw heart rate delta and the noise delta.
  • 14. The computer-implemented method of claim 13, wherein receiving the first signal from the first optical transmitter comprises receiving the first signal emitted from a narrow field emitting LED and reflected back to a detector of the computerized eyewear from a surface of a temple of the wearer, wherein the narrow field emitting LED is operative to focus the first signal on the heart rate detection area of the temple of the wearer, the heart rate detection area comprising a superficial temporal artery of the wearer, andwherein receiving the second signal from the second optical transmitter comprises receiving the second signal emitted from a wide field emitting LED and reflected back to the detector of the computerized eyewear from the surface of the temple of the wearer, wherein the wide field emitting LED is operative to focus the second signal on the wide field of detection that is larger than the heart rate detection area of the first signal.
  • 15. Computerized eyewear, comprising: a frame;an eyewear temple pivotally coupled to the frame, the eyewear temple comprising: a first optical transmitter at least partially embedded in the eyewear temple and operative to transmit a first signal to a temple of the wearer of the computerized eyewear to measure a raw heart rate delta, anda second optical transmitter at least partially embedded in the eyewear temple proximate to the first optical transmitter and operative to transmit a second signal to the temple of the wearer of the computerized eyewear to measure a noise delta;a detector at least partially embedded in the eyewear temple proximate to the first optical transmitter and to the second optical transmitter, the detector operative to receive a reflected first signal originating from the first optical transmitter or a reflected second signal originating from the second optical transmitter and reflected back to the detector from a surface of the temple of the wearer;at least one processor communicatively coupled to the first optical transmitter, the second optical transmitter, and the detector, the at least one processor operative to use the reflected first signal over time representative of a movement of a heart rate detection area of the surface of the temple of the wearer to generate the raw heart rate delta, to use the reflected second signal over time representative of a movement of a wide field of detection on the surface of the temple of the wearer that is larger than the heart rate detection area to generate the noise delta, and to use the raw heart rate delta and the noise delta to determine a measured heart rate of the wearer of the computerized eyewear.
  • 16. The computerized eyewear of claim 15, wherein the first optical transmitter comprises a narrow field emitting LED operative to focus the first signal on the heart rate detection area of the temple of the wearer, the heart rate detection area comprising a superficial temporal artery of the wearer, wherein the second optical transmitter comprises a wide field emitting LED operative to focus the second signal on the wide field of detection that is larger than the heart rate detection area of the first signal.
  • 17. The computerized eyewear of claim 16, wherein the narrow field emitting LED and the wide field emitting LED are positioned approximately equidistant from and on opposite sides of the detector, and wherein the detector comprises a heart-shaped aperture shaped to enhance detection or differentiation of the reflected first signal and the reflected second signal.
  • 18. The computerized eyewear of claim 15, wherein the first optical transmitter comprises a narrow field emitting LED and the second optical transmitter comprises a wide field emitting LED, and wherein the processor is operative to measure the time-delay of the light from each LED to the temple of the wearer and back to the photodiode,utilize the time-delay measurement to determine a first distance between the first optical transmitter and the temple and a second distance between the second optical transmitter and the temple,repeat the determination of the first distance over a period of time to determine the raw heart rate delta,repeat the determination of the second distance over the period of time to determine the noise delta, andisolate a heart rate from the raw heart rate delta and the noise delta to determine the measured heart rate of the wearer.
CROSS REFERENCE TO RELATED APPLICATIONS

This application claims the benefit of U.S. Provisional Patent Application Ser. No. 62/713,493, filed Aug. 1, 2018, and entitled “Heart Rate Detection System and Method,” the entire disclosure of which is incorporated by reference herein in its entirety.

US Referenced Citations (268)
Number Name Date Kind
3505879 Vanderberg Apr 1970 A
3548663 Radin Dec 1970 A
3972038 Fletcher et al. Jul 1976 A
4100401 Tutt et al. Jul 1978 A
4186609 Baermann Feb 1980 A
4195642 Price et al. Apr 1980 A
4281663 Pringle Aug 1981 A
4407295 Steuer et al. Oct 1983 A
4434801 Jiminez et al. Mar 1984 A
4855942 Bianco Aug 1989 A
4878749 McGee Nov 1989 A
4919530 Hyman Apr 1990 A
5422816 Sprague et al. Jun 1995 A
5452480 Ryden Sep 1995 A
5497143 Matsuo et al. Mar 1996 A
5585871 Linden Dec 1996 A
5670872 Van De Walle et al. Sep 1997 A
5746501 Chien et al. May 1998 A
5891042 Sham et al. Apr 1999 A
5931764 Freeman et al. Aug 1999 A
5966680 Butnaru Oct 1999 A
5976083 Richardson et al. Nov 1999 A
6013007 Root et al. Jan 2000 A
6183425 Whalen et al. Feb 2001 B1
6218958 Eichstaedt et al. Apr 2001 B1
6241684 Amano et al. Jun 2001 B1
6325507 Jannard et al. Dec 2001 B1
6381482 Jayaraman et al. Apr 2002 B1
6431705 Linden Aug 2002 B1
6439067 Goldman et al. Aug 2002 B1
6513532 Mault et al. Feb 2003 B2
6532298 Cambier et al. Mar 2003 B1
6736759 Stubbs et al. May 2004 B1
6769767 Swab et al. Aug 2004 B2
6783501 Takahashi et al. Aug 2004 B2
6790178 Mault et al. Sep 2004 B1
6812845 Yuzuki et al. Nov 2004 B2
7181345 Rosenfeld et al. Feb 2007 B2
7187960 Abreu Mar 2007 B2
7192136 Howell et al. Mar 2007 B2
7255437 Howell et al. Aug 2007 B2
7376238 Rivas et al. May 2008 B1
7380936 Howell et al. Jun 2008 B2
7400257 Rivas Jul 2008 B2
7401918 Howell et al. Jul 2008 B2
7438410 Howell et al. Oct 2008 B1
7454002 Gardner et al. Nov 2008 B1
7457434 Azar Nov 2008 B2
7481531 Howell et al. Jan 2009 B2
7488294 Torch Feb 2009 B2
7500746 Howell et al. Mar 2009 B1
7500747 Howell et al. Mar 2009 B2
7515054 Torch Apr 2009 B2
7543934 Howell et al. Jun 2009 B2
7581833 Howell et al. Sep 2009 B2
7621634 Howell et al. Nov 2009 B2
7630524 Lauper et al. Dec 2009 B2
7634379 Noble Dec 2009 B2
7640135 Vock et al. Dec 2009 B2
7648463 Elhag et al. Jan 2010 B1
7677723 Howell Mar 2010 B2
7771046 Howell et al. Aug 2010 B2
7792552 Thomas et al. Sep 2010 B2
7793361 Ishihara et al. Sep 2010 B2
7857772 Bouvier et al. Sep 2010 B2
7806525 Howell et al. Oct 2010 B2
7922321 Howell et al. Apr 2011 B2
7987070 Kahn et al. Jul 2011 B2
8007450 Williams Aug 2011 B2
8011242 O'Neill et al. Sep 2011 B2
8081082 Malik et al. Dec 2011 B2
8109629 Howell et al. Feb 2012 B2
8157730 Leboeuf et al. Apr 2012 B2
8188868 Case May 2012 B2
8202148 Young Jun 2012 B2
8290558 Lash Oct 2012 B1
8294581 Kamen Oct 2012 B2
8303311 Forest Nov 2012 B2
8337013 Howell et al. Dec 2012 B2
8384617 Braun et al. Feb 2013 B2
8430507 Howell et al. Apr 2013 B2
8448846 Needhan et al. May 2013 B2
8449471 Tran May 2013 B2
8465151 Howell et al. Jun 2013 B2
8494507 Tedesco et al. Jul 2013 B1
8500271 Howell et al. Aug 2013 B2
8510166 Neven Aug 2013 B2
8531355 Maltz Sep 2013 B2
8540583 Leech Sep 2013 B2
8568313 Sadhu Oct 2013 B2
8594971 Keal et al. Nov 2013 B2
8620600 Vock et al. Dec 2013 B2
8630633 Tedesco et al. Jan 2014 B1
8634701 Kang et al. Jan 2014 B2
8647270 Leboeuf et al. Feb 2014 B2
8690750 Krueger Apr 2014 B2
8696113 Lewis Apr 2014 B2
8733928 Lewis May 2014 B1
8750971 Tran Jun 2014 B2
8764651 Tran Jul 2014 B2
8849610 Molettiere et al. Sep 2014 B2
8892401 Yuen et al. Nov 2014 B2
8905542 Howell et al. Dec 2014 B2
8911087 Publicover et al. Dec 2014 B2
8920332 Hong et al. Dec 2014 B2
8931896 Blum et al. Jan 2015 B2
8941560 Wong et al. Jan 2015 B2
8944590 Blum et al. Feb 2015 B2
8961415 Leboeuf et al. Feb 2015 B2
8964298 Haddick et al. Feb 2015 B2
8965730 Yuen Feb 2015 B2
8979295 Waters Mar 2015 B2
9001427 Jacobs et al. Apr 2015 B2
9005129 Venkatraman et al. Apr 2015 B2
9007220 Johns et al. Apr 2015 B2
9028405 Tran May 2015 B2
9031812 Roberts et al. May 2015 B2
9033493 Howell et al. May 2015 B2
9035970 Lamb et al. May 2015 B2
9050033 Yoneyama et al. Jun 2015 B2
9064342 Yuen et al. Jun 2015 B2
9112701 Sano et al. Aug 2015 B2
9113794 Hong et al. Aug 2015 B2
9113795 Hong et al. Aug 2015 B2
9141194 Keyes et al. Sep 2015 B1
9144405 Kim et al. Sep 2015 B2
9149212 Mori Oct 2015 B2
9153074 Zhou et al. Oct 2015 B2
9215290 Yuen et al. Dec 2015 B2
9229227 Border et al. Jan 2016 B2
9235064 Lewis Jan 2016 B2
9239473 Lewis Jan 2016 B2
9241635 Yuen et al. Jan 2016 B2
9244293 Lewis Jan 2016 B2
9247212 Bose et al. Jan 2016 B2
9254100 Beck et al. Feb 2016 B2
9256711 Horseman Feb 2016 B2
9267800 Doutaz et al. Feb 2016 B2
9304331 Carrara Apr 2016 B2
9341526 Bass et al. May 2016 B2
9342610 Liu et al. May 2016 B2
9480877 Chiang et al. Nov 2016 B2
9520638 Baringer et al. Dec 2016 B2
9529197 Olsson et al. Dec 2016 B2
9566033 Bogdanovich et al. Feb 2017 B2
9579060 Lisy et al. Feb 2017 B1
9610476 Tran et al. Apr 2017 B1
9726904 Lin Aug 2017 B1
9763592 Le et al. Sep 2017 B2
9782128 Lee Oct 2017 B2
9896154 Modolo Feb 2018 B2
9977259 Archambeau et al. May 2018 B2
10092244 Chuang Oct 2018 B2
10188323 Sales et al. Jan 2019 B2
10310296 Howell et al. Jun 2019 B2
10330956 Howell et al. Jun 2019 B2
10349887 Tzvieli Jul 2019 B1
10398328 Kirenko Sep 2019 B2
20010031031 Ogawa et al. Oct 2001 A1
20020151810 Wong et al. Oct 2002 A1
20030195398 Suzuki et al. Oct 2003 A1
20040039517 Biesinger et al. Feb 2004 A1
20050033200 Soehren et al. Feb 2005 A1
20050036103 Bloch Feb 2005 A1
20050054942 Melker et al. Mar 2005 A1
20060115130 Kozlay Jun 2006 A1
20070052672 Ritter et al. Mar 2007 A1
20070112287 Fancourt et al. May 2007 A1
20070273611 Torch Nov 2007 A1
20080137916 Lauber et al. Jun 2008 A1
20090030350 Yang et al. Jan 2009 A1
20090195747 Insua Aug 2009 A1
20090227853 Wijesiriwardana Sep 2009 A1
20090267805 Jin et al. Oct 2009 A1
20100042430 Bartfeld Feb 2010 A1
20100045928 Levy Feb 2010 A1
20100110368 Chaum May 2010 A1
20100136508 Zekhtser Jun 2010 A1
20100271587 Pavlopoulos Oct 2010 A1
20100280336 Giftakis et al. Nov 2010 A1
20100308999 Chornenky Dec 2010 A1
20100332571 Healey et al. Dec 2010 A1
20110054359 Sazonov et al. Mar 2011 A1
20110169932 Mula et al. Jul 2011 A1
20110221656 Haddick et al. Sep 2011 A1
20110224505 Sadhu Sep 2011 A1
20120021806 Maltz Jan 2012 A1
20120029367 Hobeika Feb 2012 A1
20120127423 Blum et al. May 2012 A1
20120133885 Howell et al. May 2012 A1
20120135384 Nakao May 2012 A1
20120142443 Savarese et al. Jun 2012 A1
20120150047 Terumoto Jun 2012 A1
20120169990 Burnstein Jul 2012 A1
20120191016 Jastram Jul 2012 A1
20120203310 Pugh et al. Aug 2012 A1
20120206485 Osterhout et al. Aug 2012 A1
20120310442 Doutaz et al. Dec 2012 A1
20130009907 Rosenberg et al. Jan 2013 A1
20130024022 Bowers Jan 2013 A1
20130024211 Monteforte et al. Jan 2013 A1
20130041590 Burich et al. Feb 2013 A1
20130050258 Liu et al. Feb 2013 A1
20130096397 Kiso et al. Apr 2013 A1
20130138413 Finch et al. May 2013 A1
20130157232 Efirenkranz Joel Jun 2013 A1
20130242262 Lewis Sep 2013 A1
20130274587 Coza et al. Oct 2013 A1
20130274904 Coza et al. Oct 2013 A1
20130307670 Ramaci Nov 2013 A1
20130329183 Blum et al. Dec 2013 A1
20130345168 Kim et al. Dec 2013 A1
20140028456 Sadhu Jan 2014 A1
20140031703 Rayner et al. Jan 2014 A1
20140063242 Hanina et al. Mar 2014 A1
20140073081 Wang Mar 2014 A1
20140078049 Parshionikar Mar 2014 A1
20140085190 Erinjippurath et al. Mar 2014 A1
20140135593 Jayalth et al. May 2014 A1
20140142459 Jayalth et al. May 2014 A1
20140159862 Yang et al. Jun 2014 A1
20140204334 Stoll Jul 2014 A1
20140207264 Quy Jul 2014 A1
20140218281 Amayen et al. Aug 2014 A1
20140228649 Rayner et al. Aug 2014 A1
20140229220 Yuen et al. Aug 2014 A1
20140247145 Proud Sep 2014 A1
20140266988 Fisher et al. Sep 2014 A1
20140276096 Bonutti Sep 2014 A1
20140324459 Barfield Oct 2014 A1
20140340221 Yuen et al. Nov 2014 A1
20140346158 Matthews Nov 2014 A1
20140375452 Yuen et al. Dec 2014 A1
20140375470 Malveaux Dec 2014 A1
20140378872 Hong et al. Dec 2014 A1
20150057512 Kapoor Feb 2015 A1
20150065889 Gandelman Mar 2015 A1
20150085245 Howell et al. Mar 2015 A1
20150088464 Yuen et al. Mar 2015 A1
20150148636 Benaron May 2015 A1
20150173631 Richards et al. Jun 2015 A1
20150179050 Katingari et al. Jun 2015 A1
20150185506 Lewis Jul 2015 A1
20150212329 Sugihara et al. Jul 2015 A1
20150223805 Whitman et al. Aug 2015 A1
20150244910 Marston et al. Aug 2015 A1
20150281879 Saadi Oct 2015 A1
20150287338 Wells et al. Oct 2015 A1
20150332149 Kolb et al. Nov 2015 A1
20150342482 Carrara Dec 2015 A1
20150366518 Sampson Dec 2015 A1
20160007849 Krueger Jan 2016 A1
20160034042 Joo Feb 2016 A1
20160041404 Palermo et al. Feb 2016 A1
20160041613 Klanner et al. Feb 2016 A1
20160066848 Klosinski, Jr. Mar 2016 A1
20160117937 Penders et al. Apr 2016 A1
20160199002 Lee Jul 2016 A1
20160223577 Klosinski, Jr. Aug 2016 A1
20160314468 Smith et al. Oct 2016 A1
20170071528 Chen Mar 2017 A1
20170255029 Klosinski, Jr. Sep 2017 A1
20170265798 Sales Sep 2017 A1
20170323584 Daniel et al. Nov 2017 A1
20180014737 Paulussen Jan 2018 A1
20180064399 Buettgen Mar 2018 A1
20180081201 Lore Mar 2018 A1
20190216340 Holz Jul 2019 A1
Foreign Referenced Citations (25)
Number Date Country
2778612 Dec 2017 EP
2396421 Jun 2004 GB
2005015163 Feb 2005 WO
2005094667 Oct 2005 WO
2007088374 Aug 2007 WO
2008073806 Jun 2008 WO
2010006370 Jan 2010 WO
2010062479 Jun 2010 WO
2010062481 Jun 2010 WO
2011086466 Jul 2011 WO
2012041485 Apr 2012 WO
2013188343 Dec 2013 WO
2014021602 Feb 2014 WO
2014108481 Jul 2014 WO
2014144918 Sep 2014 WO
2014144940 Sep 2014 WO
2014170280 Oct 2014 WO
2014188244 Nov 2014 WO
2015015025 Feb 2015 WO
2015081299 Jun 2015 WO
2015095924 Jul 2015 WO
2015127143 Aug 2015 WO
2015127441 Aug 2015 WO
2016017997 Feb 2016 WO
2016029803 Mar 2016 WO
Non-Patent Literature Citations (86)
Entry
Final Office Action, dated Apr. 29, 2019, from corresponding U.S. Appl. No. 15/791,196.
Final Office Action, dated Dec. 11, 2018, from corresponding U.S. Appl. No. 14/610,501.
Office Action, dated Dec. 15, 2016, from corresponding U.S. Appl. No. 14/506,249.
Office Action, dated Dec. 31, 2018, from corresponding U.S. Appl. No. 14/550,406.
Office Action, dated Jan. 14, 2019, from corresponding U.S. Appl. No. 14/578,039.
Office Action, dated Jan. 14, 2019, from corresponding U.S. Appl. No. 15/060,333.
Office Action, dated Jul. 10, 2017, from corresponding U.S. Appl. No. 14/846,401.
Office Action, dated Jul. 18, 2019, from corresponding U.S. Appl. No. 14/846,401.
Office Action, dated Jun. 14, 2018, from corresponding U.S. Appl. No. 15/074,679.
Office Action, dated Jun. 30, 2017, from corresponding U.S. Appl. No. 14/610,589.
Office Action, dated Mar. 2, 2018, from corresponding U.S. Appl. No. 15/060,333.
Office Action, dated Mar. 29, 2017, from corresponding U.S. Appl. No. 14/562,454.
Office Action, dated Mar. 30 2018, from corresponding U.S. Appl. No. 14/846,401.
Final Office Action, dated May 23, 2017, from corresponding U.S. Appl. No. 14/578,039.
Final Office Action, dated Nov. 16, 2017, from corresponding U.S. Appl. No. 14/610,628.
Final Office Action, dated Sep. 25, 2018, from corresponding U.S. Appl. No. 14/610,439.
Final Office Action, dated Sep. 26, 2016, from corresponding U.S. Appl. No. 14/610,628.
International Preliminary Report on Patentability, dated Mar. 16, 2017, from corresponding International Application No. PCT/US2015/048612.
International Preliminary Report on Patentability, dated Mar. 16, 2017, from corresponding International Application No. PCT/US2015/048656.
International Preliminary Report on Patentability, dated Mar. 16, 2017, from corresponding International Application No. PCT/US2015/048662.
International Search Report, dated Dec. 18, 2015, from corresponding International Application No. PCT/US2015/048662.
International Search Report, dated Jan. 21, 2016, from corresponding International Application No. PCT/US2015/048612.
International Search Report, dated Jan. 21, 2016, from corresponding International Application No. PCT/US2015/048656.
International Search Report, dated Jun. 2, 2016, from corresponding International Application No. PCT/US2016/015705.
Invitation to Pay Additional Search Fees, dated Apr. 1, 2016, from corresponding International Application Serial No. PCT/US2016/015705.
Invitation to Pay Additional Search Fees, dated Nov. 4, 2015, from corresponding International Application Serial No. PCT/US2015/048612.
Invitation to Pay Additional Search Fees, dated Nov. 4, 2015, from corresponding International Application Serial No. PCT/US2015/048656.
Jeannet, Pierre-Yves, et al., “Continuous monitoring and quantification of multiple parameters of daily physical activity in ambulatory Duchenne muscular , dystrophy patients”, Official Journal of the European Paediatric Neurology Society, 2011.
Maria S. Redin, “Marathon Man”, Article Jun. 15, 1998, MIT Media Laboratory.
Michael Franco, Tzoa wearable turns you into a walking air-quality sensor, Dec. 9, 2014, CNET, https://www.cnet.com/news/tzoa-wearable-turns-you-into-a-walking-air-quality-sensor/.
Notice of Allowance, dated Dec. 13, 2017, from corresponding U.S. Appl. No. 14/610,501.
Notice of Allowance, dated Feb. 28, 2017, from corresponding U.S. Appl. No. 14/588,122.
Notice of Allowance, dated Jan. 17, 2019, from corresponding U.S. Appl. No. 14/610,439.
Notice of Allowance, dated Jul. 31, 2019, from corresponding U.S. Appl. No. 16/284,615.
Notice of Allowance, dated Jun. 21, 2017, from corresponding U.S. Appl. No. 14/562,454.
Notice of Allowance, dated Jun. 5, 2019, from corresponding U.S. Appl. No. 14/550,406.
Notice of Allowance, dated Oct. 11, 2018, from corresponding U.S. Appl. No. 15/074,679.
Notice of Allowance, dated Oct. 20, 2017, from corresponding U.S. Appl. No. 15/489,147.
Notice of Allowance, dated Sep. 13, 2018, from corresponding U.S. Appl. No. 15/594,898.
Office Action, dated Apr. 4, 2019, from corresponding U.S. Appl. No. 16/284,615.
Office Action, dated Aug. 19, 2016, from corresponding U.S. Appl. No. 14/578,039.
Office Action, dated Aug. 6, 2019, from corresponding U.S. Appl. No. 16/429,480.
Office Action, dated Aug. 7, 2018, from corresponding U.S. Appl. No. 14/550,406.
Office Action, dated Aug. 7, 2019, from corresponding U.S. Appl. No. 15/611,574.
Office Action, dated Dec. 29, 2016, from corresponding U.S. Appl. No. 14/610,589.
Office Action, dated Feb. 10, 2017, from corresponding U.S. Appl. No. 14/846,401.
Office Action, dated Feb. 11, 2019, from corresponding U.S. Appl. No. 14/846,401.
Office Action, dated Jan. 11, 2018, from corresponding U.S. Appl. No. 15/074,679.
Office Action, dated Jul. 1, 2016, from corresponding U.S. Appl. No. 14/562,454.
Office Action, dated Jul. 22, 2016, from corresponding U.S. Appl. No. 14/506,249.
Notice of Allowance, dated Sep. 11, 2019, from corresponding U.S. Appl. No. 16/259,646.
Action, dated Jul. 26, 2019, from corresponding U.S. Appl. No. 16/259,646.
Action, dated Jun. 11, 2019, from corresponding U.S. Appl. No. 14/610,501.
Action, dated Jun. 27, 2017, from corresponding U.S. Appl. No. 15/060,333.
Action, dated Jun. 27, 2019, from corresponding U.S. Appl. No. 15/060,333.
Action, dated Jun. 29, 2017, from corresponding U.S. Appl. No. 15/489,147.
Action, dated Jun. 8, 2018, from corresponding U.S. Appl. No. 14/610,501.
Action, dated Mar. 21, 2019, from corresponding U.S. Appl. No. 16/259,646.
Action, dated Mar. 3, 2017, from corresponding U.S. Appl. No. 14/610,628.
Action, dated Mar. 8, 2016, from corresponding U.S. Appl. No. 14/610,628.
Action, dated Mar. 9, 2018, from corresponding U.S. Appl. No. 14/610,439.
Action, dated May 23, 2018, from corresponding U.S. Appl. No. 14/578,039.
Office Action, dated Nov. 30, 2017, from corresponding U.S. Appl. No. 14/550,406.
Office Action, dated Oct. 4, 2018, from corresponding U.S. Appl. No. 15/191,196.
Office Action, dated Sep. 11, 2018, from corresponding U.S. Appl. No. 15/060,333.
Office Action, dated Sep. 2, 2016, from corresponding U.S. Appl. No. 14/588,122.
Office Action, dated Sep. 26, 2017, from corresponding U.S. Appl. No. 14/846,401.
Office Action, dated Sep. 29, 2017, from corresponding U.S. Appl. No. 14/506,249.
Phend, Crystal, “Calorie Intake Rises as Sleep Time Drops,” Medpage Today, Medpage Today, LLC, Mar. 15, 2012, Web Dec. 19, 2016, http://www.medpagetoday.com/cardiology/prevention/31663.
Restriction Requirement, dated Nov. 10, 2016, from corresponding U.S. Appl. No. 14/846,401.
Restriction Requirement, dated Oct. 4, 2017, from corresponding U.S. Appl. No. 14/610,439.
Restriction Requirement, dated Sep. 13, 2017, from corresponding U.S. Appl. No. 14/550,406.
Richard M. Satava, et al., “The Physiologic Cipher at Altitude: Telemedicine and Real-Time Monitoring of Climbers on Mount Everest”, Telemedicine Journal and e-Health, vol. 6, No. 3, 2000, Mary Ann Liebert, Inc.
Shankland, Stephen, “Google's electronic eyewear get ‘OK Glass’ voice commands”, Feb. 20, 2013, Cnet.com, https://www.cnet.com/news/googles-electronic-eyewear-gets-ok-glass-voice-commands/.
Ted Burnham, Wearable Air Quality Sensor: Tzoa, Jan. 5, 2015, Postscapes, http://www.postscapes.com/wearable-air-quality-sensor-tzoa/.
Tolentino, Mellisa, Udderly Clever Wearable Tech Solutions, http://siliconangle.com/blog/2014/03/25/udderly-clever-wearable-tech-solutions/, Mar. 25, 2014.
Torres, Juan Carlos, ODG R-7 Smart Glasses Carries Its Own Android Inside, http://androidcommunity.com/odg-r-7-smart-glasses-carries-its-own-android-inside-20140919/, Sep. 19, 2014.
Written Opinion of the International Searching Authority, dated Dec. 18, 2015, from corresponding International Application No. PCT/US2015/048662.
Written Opinion of the International Searching Authority, dated Jan. 21, 2016, from corresponding International Application No. PCT/US2015/048612.
Written Opinion of the International Searching Authority, dated Jan. 21, 2016, from corresponding International Application No. PCT/US2015/048656.
Written Opinion of the International Searching Authority, dated Jun. 2, 2016, from corresponding International Application No. PCT/US2016/015705.
Notice of Allowance, dated Jan. 15, 2020, from corresponding U.S. Appl. No. 16/429,480.
Notice of Allowance, dated Dec. 11, 2019, from corresponding U.S. Appl. No. 15/611,574.
Office Action, dated Oct. 4, 2019, from corresponding U.S. Appl. No. 15/791,196.
Office Action, dated May 7, 2020, from corresponding U.S. Appl. No. 16/657,982.
Office Action, dated Jun. 11, 2020, from corresponding U.S. Appl. No. 16/449,759.
Related Publications (1)
Number Date Country
20200037946 A1 Feb 2020 US
Provisional Applications (1)
Number Date Country
62713493 Aug 2018 US