Method for predicting arousal level and arousal level prediction apparatus

Patent metadata

Field	Value
Publication number	US-11744497-B2
Application number	US-202217860890-A
Country	US
Kind code	B2
Filing date	Jul 8, 2022
Priority date	Jul 22, 2015
Publication date	Sep 5, 2023
Grant date	Sep 5, 2023

Abstract

An arousal level prediction apparatus and method are disclosed. The arousal level prediction apparatus obtains first biological information indicating current biological information of the user, obtains first environment information indicating a current environment around the user, and obtains living information of the user indicating an activity history of the user. The arousal level predication apparatus includes a process that calculates a first arousal level indicating a current arousal level of the user based on the first biological information, predicts a second arousal level, which is an arousal level of the user at a certain period of time later, based on the first arousal level, the first environment information and the living information, and outputs the second arousal level.

First claim

What is claimed is:

1. An arousal level prediction apparatus, comprising:
a first obtaining unit that obtains first biological information by a first sensor that detects user's biological information indicating current biological information of the user;
a second obtaining unit that obtains first environment information by a second sensor that detects the user's environment information indicating a current environment around the user;
a third obtaining unit that obtains living information of the user indicating an activity history of the user; and
a processor
that calculates a first arousal level indicating a current arousal level of the user based on the first biological information,
that predicts a second arousal level, which is an arousal level of the user at a certain period of time later, based on the first arousal level, the first environment information and the living information, and
that outputs the second arousal level.

2. The arousal level prediction apparatus according to claim 1 ,
wherein, in the predicting of the second arousal level by the processor, a rate of decrease in an arousal level is estimated based on how likely it is for a person to become drowsy as indicated by the first environment information and the living information, and
wherein the second arousal level is predicted by correcting the first arousal level to the arousal level of the user at the certain period of time later using the rate of decrease.

3. The arousal level prediction apparatus according to claim 2 ,
wherein the living information includes sleep information of the user indicating an amount of sleep received by the user on a previous day, and
wherein the rate of decrease in the arousal level becomes higher as the amount of sleep received by the user on the previous day becomes shorter.

4. The arousal level prediction apparatus according to claim 3 ,
wherein the amount of sleep received by the user on the previous day is measured by providing one of the first sensor or the second sensor on a bed or in a bedroom.

5. The arousal level prediction apparatus according to claim 2 ,
wherein the living information includes past sleep information of the user indicating an amount of sleep received by the user in a certain period of time in the past, and
wherein the rate of decrease in the arousal level becomes lower as a level of the past sleep information of the user becomes lower.

6. The arousal level prediction apparatus according to claim 5 ,
wherein the past sleep information is measured by providing one of the first sensor or the second sensor on a bed or in a bedroom.

7. The arousal level prediction apparatus according to claim 2 ,
wherein the living information includes a previous mealtime of the user, and
wherein the rate of decrease in the arousal level is modified according to the previous mealtime.

8. The arousal level prediction apparatus according to claim 7 ,
wherein the previous mealtime is recorded by the user who uses a smartphone.

9. The arousal level prediction apparatus according to claim 2 ,
wherein the living information includes information indicating an amount of conversation between the user and others, and
wherein the rate of decrease in the arousal level becomes higher as an amount of speech of the user becomes smaller.

10. The arousal level prediction apparatus according to claim 2 ,
wherein the living information includes information indicating an amount of exercise performed by the user, and
wherein the rate of decrease in the arousal level becomes higher during a certain period of time after the user has performed a certain amount of exercise or more.

11. The arousal level prediction apparatus according to claim 10 ,
wherein the amount of exercise performed by the user is measured by a device worn by the user based on exercise logs recorded in the device.

12. The arousal level prediction apparatus according to claim 2 ,
wherein the living information includes information indicating one or more tasks performed by the user, and
wherein the rate of decrease in the arousal level becomes higher when the user has performed higher number of tasks.

13. The arousal level prediction apparatus according to claim 12 ,
wherein the information indicating the one or more tasks performed by the user is calculated by a device used by the user.

14. The arousal level prediction apparatus according to claim 2 ,
wherein the living information includes information indicating a driving history of a vehicle operated by the user, and
wherein the rate of decrease in the arousal level becomes higher when the user is detected as driving on a straighter road.

15. The arousal level prediction apparatus according to claim 1 ,
wherein the living information is recorded in a server that is connected with the arousal level prediction apparatus through a network, and
wherein the third obtaining unit obtains the living information from the server.

16. The arousal level prediction apparatus according to claim 1 ,
wherein the arousal level prediction apparatus includes the first sensor and the second sensor.

17. A method for predicting an arousal level used by a computer of an arousal level prediction apparatus, the method comprising:
obtaining, by a processor of the computer, first biological information by a first sensor that detects user's biological information indicating current biological information of the user;
obtaining, by the processor, first environment information by a second sensor that detects the user's environment information indicating a current environment around the user;
obtaining, by the processor, living information of the user indicating an activity history of the user; and
performing, by the processor,
calculating a first arousal level indicating a current arousal level of the user based on the first biological information,
predicting a second arousal level, which is an arousal level of the user at a certain period of time later, based on the first arousal level, the first environment information and the living information, and
outputting the second arousal level.

Assignees

• Panasonic Ip Corp America

Inventors

• Kusukame Koichi
• Shikii Shinichi
• Funase Kazuki

Classifications

• B60K35/28

  characterised by the type of the output information, e.g. video entertainment or vehicle dynamics information; characterised by the purpose of the output information, e.g. for attracting the attention of the driver · CPC title

• A61B5/18 Primary

  for vehicle drivers {or machine operators} · CPC title

• A61B5/01

  Measuring temperature of body parts {; Diagnostic temperature sensing, e.g. for malignant or inflamed tissue} (clinical contact thermometers G01K13/20) · CPC title

• A61B5/024

  Measuring pulse rate or heart rate · CPC title

• A61B5/026

  Measuring blood flow {(A61B3/1233, A61B3/1241 take precedence)} · CPC title