# US 12,109,041 B2 · Biometric awareness training platform and method of monitoring physiological responses > Agents: this data is available as JSON from the patentgrep API and MCP server — see https://patentgrep.com/llms.txt - Number: US 12,109,041 B2 - Document ID: US12109041B2 - Status: Granted - Kind: B2 - Application number: 17/462,959 - Filed: 2021-08-31 - Published: 2022-03-03 - Granted: 2024-10-08 - Earliest claimed: 2020-09-02 - Applicants: Gonzalo De La Torre; Marianna Budnikova; Daniel Thurber - Inventors: Gonzalo De La Torre; Marianna Budnikova; Daniel Thurber - Web page: https://patentgrep.com/patent/US12109041B2 ## CPC - A61B 5/486: {Biofeedback (using electroencephalography [EEG] A61B5/375)} - A61B 5/4884: {inducing physiological or psychological stress, e.g. applications for stress testing} - A61B 5/021: Measuring pressure in heart or blood vessels - A61B 5/024: Measuring pulse rate or heart rate - A61B 5/0816: {Measuring devices for examining respiratory frequency (measuring frequency of electric signals G01R23/00)} - A61B 5/14532: {for measuring glucose, e.g. by tissue impedance measurement} - A61B 5/6801: {specially adapted to be attached to or worn on the body surface} - G02B 27/017: {Head mounted} - G06F 3/011: {Arrangements for interaction with the human body, e.g. for user immersion in virtual reality (blind teaching G09B21/00)} - G06F 3/013: {Eye tracking input arrangements (G06F3/015 takes precedence)} - G06F 3/015: {Input arrangements based on nervous system activity detection, e.g. brain waves [EEG] detection, electromyograms [EMG] detection, electrodermal response detection} - A61B 5/02438: {with portable devices, e.g. worn by the patient} - A61B 5/681: {Wristwatch-type devices} - A61B 5/742: {using visual displays (displays for heart-related electrical signals, e.g. ECG, A61B5/339)} - A61B 5/744: {Displaying an avatar, e.g. an animated cartoon character} - A61B: DIAGNOSIS; SURGERY; IDENTIFICATION (usefulness limited to only animals A61D) - G02B: OPTICAL ELEMENTS, SYSTEMS OR APPARATUS - G06F: ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N) ## Abstract A biometric awareness training platform and method of monitoring, evaluating, and training a participant's physiological response to stimulation employs a content delivery system for providing variable content to the participant, a physiological tracking system to measure physiological responses as the participant experiences the delivered content, and a progress tool for delivering an actionable status based on the participant's measured physiological responses. The progress tool evaluates the physiological response measurements to provide a status indicator such as green, yellow, or red representing the participant's current physiological status. ## Claims ### Claim 1 A biometric awareness training platform comprising: a) a content delivery system positioned to deliver content to a participant; b) a status delivery system positioned to deliver content to a participant; c) a physiological tracking system comprising at least two sensors disposed on or near the participant to measure the physiological response of the participant; and d) a progress tool in communication with the physiological tracking system and the status delivery system comprising: i) a memory device; ii) a processing device configured to cause the tool to: a) access the physiological response measured by the physiological tracking system sensors and generate a sensor measurement corresponding to each sensor disposed on or near the participant; b) simplify the physiological response into a participant biometric score by: i) multiplying each sensor measurement by a corresponding coefficient stored on the memory device to generate a modified sensor measurement corresponding to each sensor; and ii) adding together the modified sensor measurements; c) compare the participant biometric score to reference biometric scores stored on the memory device; d) generate a status indicator based on the comparison of the participant biometric score to the reference biometric scores; and e) communicate the status indicator to the status delivery system. ### Claim 2 (depends on 1) The biometric awareness training platform of claim 1 wherein the content delivery system comprises a head mounted display. ### Claim 3 (depends on 1) The biometric awareness training platform of claim 1 wherein the content delivery system is configured to deliver virtual reality content, augmented reality content, or mixed reality content. ### Claim 4 (depends on 1) The biometric awareness training platform of claim 1 wherein the content delivery system comprises a content delivery manager tool comprising a memory device and a processing device configured to cause the tool to receive instructions from an input device and adjust the content delivered to the participant according to the instructions received. ### Claim 5 (depends on 1) The biometric awareness training platform of claim 1 wherein: a) the physiological tracking system comprises a first sensor for measuring a participant's heart rate, a second sensor for measuring a participant's respiration rate, a third sensor for measuring a participant's blood pressure, a fourth sensor for measuring a participant's pupil size, a fifth sensor for measuring a participant's perspiration rate, and a sixth sensor for measuring a participant's blood sugar level; and b) the processing device of the progress tool is further programmed to cause the progress tool to simplify the participant's physiological response by: i) Generating first, second, third, fourth, fifth, and sixth sensor measurements; ii) Modifying the first, second, third, fourth, fifth, and sixth sensor measurements by multiplying each measurement with a corresponding coefficient stored on the memory device; and iii) adding together the first, second, third, fourth, fifth, and sixth modified sensor measurements. ### Claim 6 (depends on 1) The biometric awareness training platform of claim 1 wherein the processing device of the progress tool is further programmed to generate an average participant biometric score by recording sensor measurements at regular intervals, generating a biometric score corresponding for each sensor measurement over time, and then averaging the series of generated biometric scores. ### Claim 7 (depends on 1) The biometric awareness training platform of claim 1 wherein the status delivery system is a display, a speaker, or both. ### Claim 8 (depends on 1) The biometric awareness training platform of claim 1 wherein the content delivered to the participant is interactive. ### Claim 9 A method of monitoring and training a participant's physiological responses to displayed content comprising: a) applying a first and second sensors to the participant to record the participant's physiological response, wherein each sensor measures a different physiological response of the participant; b) delivering a first content to the participant; c) measuring the participant's physiological response to the first content with the first and second sensors; d) communicating measurements from the first and second sensors to one or more computing devices in a computing environment; e) executing with the computing devices in the computing environment a computer-implemented method of generating a first participant biometric score associated with the first content, wherein the computer-implemented method of generating a first participant biometric score comprises: i) accessing, using the computing devices of the computing environment, first and second stored coefficients; ii) multiplying, using the computing devices of the computing environment, the first sensor measurement by a first coefficient to generate a modified first sensor measurement and the second sensor measurement by a second coefficient to generate a modified second sensor measurement; and iii) adding, using the computing devices of the computing environment, the first modified sensor measurement to the second modified sensor measurement; f) executing with the computing devices in the computing environment a computer-implemented method of generating a first status indicator associated with the first content; and g) communicating from the computing devices in the computing environment to the participant the first status indicator. ### Claim 10 (depends on 9) The method of claim 9 wherein the content delivered to the participant is virtual reality, augmented reality, or mixed reality content. ### Claim 11 (depends on 9) The method of claim 9 wherein the status indicator delivered to the participant is visual, audible, or both. ### Claim 12 (depends on 9) The method of claim 9 further comprising: a) delivering a second content to the participant; b) measuring the participant's physiological response to the second content with the first sensor; c) communicating measurements from the first sensor to the computing devices in the computing environment; d) using the computing devices in the computing environment, executing a computer-implemented method of generating a second participant biometric score associated with the second content; e) using the computing devices in the computing environment, executing a computer-implemented method of generating a second status indicator associated with the second content; and f) communicating from the computing devices in the computing environment to the participant the second status indicator. ### Claim 13 (depends on 9) The method of claim 9 wherein the computer-implemented method of generating the first status indicator comprises comparing, using the computing devices of the computing environment, the participant biometric score with reference biometric scores to determine an appropriate status indicator. ### Claim 14 (depends on 13) The method of claim 13 wherein the computer-implemented method of generating the first biometric score further comprises averaging, using the computing devices of the computing environment, the participant's biometric score taken at regular intervals. ### Claim 15 A biometric awareness training platform comprising: a) a content delivery system positioned to deliver content to a participant; b) a status delivery system positioned to deliver content to a participant; c) a physiological tracking system disposed on or near the participant to measure the physiological response of the participant, wherein the physiological tracking system comprises a first sensor for measuring a participant's heart rate, a second sensor for measuring a participant's respiration rate, a third sensor for measuring a participant's blood pressure, a fourth sensor for measuring a participant's pupil size, a fifth sensor for measuring a participant's perspiration rate, and a sixth sensor for measuring a participant's blood sugar level; and d) a progress tool in communication with the physiological tracking system and the status delivery system comprising: i) a memory device; ii) a processing device configured to cause the tool to: a) access the physiological responses measured by the first, second, third, fourth, fifth, and sixth sensors of the physiological tracking system; b) simplify the physiological responses into a participant biometric score; c) compare the participant biometric score to reference biometric scores stored on the memory device; d) generate a status indicator based on the comparison of the participant biometric score to the reference biometric scores; and e) communicate the status indicator to the status delivery system. ### Claim 16 (depends on 15) The biometric awareness training platform of claim 15 wherein the content delivery system is configured to deliver virtual reality content, augmented reality content, or mixed reality content. ### Claim 17 (depends on 15) The biometric awareness training platform of claim 15 wherein the content delivery system comprises a content delivery manager tool comprising a memory device and a processing device configured to cause the tool to receive instructions from an input device and adjust the content delivered to the participant according to the instructions received. ### Claim 18 (depends on 15) The biometric awareness training platform of claim 15 wherein the processing device of the progress tool is further programmed to generate an average participant biometric score by recording sensor measurements at regular intervals, generating a biometric score corresponding for each sensor measurement over time, and then averaging the series of generated biometric scores. ### Claim 19 (depends on 15) The biometric awareness training platform of claim 15 wherein the status delivery system is a display, a speaker, or both. ### Claim 20 (depends on 15) The biometric awareness training platform of claim 15 wherein the content delivered to the participant is interactive.