IP Library › Granted Patent US 12,070,326
Granted Patent B2
US 12,070,326 · App. 17/689,262 · Granted Aug 27, 2024

Systems and methods for automated stress monitoring and intervention

Inventors: Randy Milbert (Edina, MN); Tyler Skluzacek (Chicago, IL)
Assignee: NIGHTWARE, INC.
A61B5/4815A61B5/0205A61B5/165A61B5/7282A61B5/746A61B5/0002A61B5/11A61B5/6802A61M2021/0022A61M2021/0027A61M2021/0044
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Quick Facts
Patent No.
US 12,070,326
App. No.
17/689,262
Granted
Aug 27, 2024
Kind
B2
Abstract

Systems and methods for detection and/or intervention of stress episodes such as nightmares during sleep activity or flashbacks or anxiety attacks during waking or sleep activity. In some embodiments, sensors, such as gyroscopes, accelerometers, heart rate sensors, and/or other sensors, may be used for monitoring stress indicators indicative of a user's stress level. The sensed stress indicators may be used to calculate a stress level. If the stress level meets or exceeds a stress level threshold, haptic, audio, visual, and/or other feedback or alerts may be used to draw a user's attention and thus interrupt the stress episode.

Claims (49)

1. A method for monitoring a user's stress and for interrupting a stress episode, the method comprising:

determining a stress level threshold for the user, the stress level threshold indicating a stress level at which the user is experiencing a stress episode;

receiving a plurality of sensor readings from a wearable device worn by the user and determining a stress level of the user based on the plurality of sensor readings;

comparing the stress level to the stress level threshold; and

if the stress level exceeds the stress level threshold, initiating an intervention protocol at the wearable device to alert the user and interrupt the stress episode, the intervention protocol comprising haptic feedback at the wearable device;

wherein the stress level threshold is learned upon receiving at least a certain amount of sensor readings from the wearable device and is based on a specified percentile of historical stress levels for the user.

2. The method of claim 1 , further comprising evaluating data sensed by the wearable device to determine the user is at rest, wherein the step of determining the stress level of the user is initiated after determining the user is at rest.

3. The method of claim 1 , further comprising:

determining an amount of time since a most recent intervention protocol; and

comparing the amount of time since the most recent intervention protocol to a stored minimum frequency;

wherein initiating an intervention protocol to interrupt the stress episode is performed only if the amount of time since the most recent intervention protocol meets or exceeds the minimum frequency.

4. The method of claim 1 , wherein determining a stress level threshold for the user comprises determining a plurality of stress level thresholds for the user, wherein each stress level threshold is learned upon receiving at least the certain amount of sensor readings from the wearable device and each stress level threshold is based on a different specified percentile of the historical stress levels for the user.

5. The method of claim 4 , wherein:

comparing the stress level to the stress level threshold comprises comparing the stress level to one or more of the stress level thresholds; and

if the stress level exceeds at least one of the one or more stress level thresholds, initiating an intervention protocol corresponding to at least one of the one or more stress level thresholds exceeded.

6. The method of claim 5 , wherein each stress level threshold corresponds to a different intervention protocol.

7. The method of claim 1 , further comprising:

determining a plurality of subsequent stress levels of the user, each of the subsequent stress levels based on a corresponding plurality of sensor readings; and

continuing the intervention protocol until the subsequent stress levels indicate a certain reduction in the user's stress.

8. The method of claim 1 , wherein the plurality of sensor readings comprise readings from a plurality of sensors of the wearable device.

9. A system for monitoring a user's stress and for interrupting a stress episode, the system comprising:

a wearable device, configured to be worn by the user; and

computer-executable instructions, that when executed by at least one processor at least one of which is provided in the wearable device, cause the at least one processor to:

determine a stress level threshold for the user, the stress level threshold indicating a stress level at which the user is experiencing a stress episode;

receive a plurality of sensor readings from the wearable device and determine a stress level of the user based on the plurality of sensor readings;

compare the stress level to the stress level threshold; and

if the stress level exceeds the stress level threshold, initiate an intervention protocol at the wearable device to alert the user and interrupt the stress episode, the intervention protocol comprising haptic feedback at the wearable device;

wherein the stress level threshold is learned upon receiving at least a certain amount of sensor readings from the wearable device and is based on a specified percentile of historical stress levels for the user.

10. The system of claim 9 , wherein the computer-executable instructions cause the at least one processor to evaluate data sensed by the wearable device to determine the user is at rest, and to determine the stress level of the user after determining the user is at rest.

11. The system of claim 9 , wherein the computer-executable instructions cause the at least one processor to:

determine an amount of time since a most recent intervention protocol;

compare the amount of time since the most recent intervention protocol to a stored minimum frequency; and

initiate the intervention protocol to interrupt the stress episode only if the stress level exceeds the stress level threshold and the amount of time since the most recent intervention protocol meets or exceeds the minimum frequency.

12. The system of claim 9 , wherein determining a stress level threshold for the user comprises determining a plurality of stress level thresholds for the user, wherein each stress level threshold is learned upon receiving at least the certain amount of sensor readings from the wearable device and each stress level threshold is based on a different specified percentile of the historical stress levels for the user.

13. The system of claim 12 , wherein:

comparing the stress level to the stress level threshold comprises comparing the stress level to one or more of the stress level thresholds; and

if the stress level exceeds at least one of the one or more stress level thresholds, the computer-executable instructions cause the at least one processor to initiate an intervention protocol corresponding to at least one of the one or more stress level thresholds exceeded.

14. The system of claim 13 , wherein each stress level threshold corresponds to a different intervention protocol.

15. The system of claim 9 , wherein the computer-executable instructions cause the at least one processor to:

determine a plurality of subsequent stress levels of the user, each of the subsequent stress levels based on a corresponding plurality of sensor readings; and

continue the intervention protocol until the subsequent stress levels indicate a certain reduction in the user's stress.

16. The system of claim 9 , wherein the plurality of sensor readings comprise readings from a plurality of sensors of the wearable device.

17. A non-transitory computer readable storage medium comprising executable instructions, that when executed by at least one processor, cause the at least one processor to:

receive a sensor reading from a wearable device, configured to be worn by a user, and determine to intervene a stress episode of the user based on the sensor reading;

determine an amount of time since a most recent intervention protocol;

compare the amount of time since the most recent intervention protocol to a stored minimum frequency; and

in response to determining to intervene, and only if the amount of time since the most recent intervention protocol meets or exceeds the minimum frequency, initiate an intervention protocol at the wearable device to alert the user and interrupt the stress episode, the intervention protocol comprising haptic feedback at the wearable device.

18. The non-transitory computer readable storage medium of claim 17 , wherein the executable instructions cause the at least one processor to receive a plurality of sensor readings from the wearable device and determine to intervene based on the plurality of sensor readings.

19. The non-transitory computer readable storage medium of claim 17 , wherein the executable instructions cause the at least one processor to evaluate data sensed by the wearable device to determine the user is at rest, and to determine to intervene after determining the user is at rest.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jul 14, 2022
From: MILBERT, RANDY; SKLUZACEK, TYLER
To: NIGHTWARE, INC.
Reel/Frame 060506/0451 →
Continuity (3)
Continuation 16405193 · May 7, 2019
Provisional Application 62667761 · May 7, 2018
Related Publication 20220346704A1 · Nov 3, 2022