Method for predicting arousal level and arousal level prediction apparatus

Patent metadata

Field	Value
Publication number	US-2023355151-A1
Application number	US-202318221276-A
Country	US
Kind code	A1
Filing date	Jul 12, 2023
Priority date	Jul 22, 2015
Publication date	Nov 9, 2023
Grant date	—

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, via a first sensor, first biological information of a user indicating current biological information regarding the user detected by the first sensor; a second obtaining unit that obtains, via a second sensor, first environment information indicating a current environment around the user detected by the second sensor; and a processor that
calculates, at a first time point, a first arousal level indicating a current arousal level of the user based on the first biological information,
predicts, at a second time point that is a certain period of time later than the first time point, a second arousal level, which is an arousal level of the user at the second time point, based on the first arousal level and the first environment information, and
outputs the second arousal level.

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

3 . The arousal level prediction apparatus according to claim 1 ,
wherein the arousal level prediction apparatus is mounted on an automobile, and wherein the certain period of time is included in a time taken to arrive at a destination input by the user to a navigation system installed in the automobile.

4 . The arousal level prediction apparatus according to claim 1 ,
wherein the biological information includes information indicating a heart rate, and wherein the processor calculates that the first arousal level becomes lower as a current heart rate of the user becomes lower.

5 . The arousal level prediction apparatus according to claim 4 , wherein the first sensor detects the current heart rate of the user using any of a milliwave sensor, a pulse oximeter, a speckle camera, or a laser Doppler velocimeter.

6 . The arousal level prediction apparatus according to claim 1 ,
wherein the biological information includes information indicating a respiratory rate or an amount of air breathed, and wherein the processor calculates that the first arousal level becomes lower as a current respiratory rate of the user becomes lower, or a current amount of air breathed by the user becomes smaller.

7 . The arousal level prediction apparatus according to claim 6 ,
wherein the first sensor detects the current respiratory rate of the user by measuring a change in a color of the user's skin using a photodiode.

8 . The arousal level prediction apparatus according to claim 6 ,
wherein the first sensor detects the current respiratory rate of the user or the current amount of air breathed by the user by measuring a current temperature of the user's lips or a portion under the user's nose using a radiation thermometer.

9 . The arousal level prediction apparatus according to claim 1 ,
wherein the biological information includes information indicating a body surface temperature of a periphery of the user's body and a deep-body temperature, and wherein the processor calculates that the first arousal level becomes lower as a current body surface temperature of a periphery of the user's body becomes closer to the deep-body temperature.

10 . The arousal level prediction apparatus according to claim 1 ,
wherein the biological information includes information indicating a blood flow volume in a periphery of the user's body, and wherein the processor calculates that the first arousal level becomes lower as a current blood flow volume in a periphery of the user's body becomes larger.

11 . The arousal level prediction apparatus according to claim 10 ,
wherein the first sensor detects the current blood flow volume in the periphery of the user's body by measuring blood flow distribution of the user using a laser speckle camera.

12 . The arousal level prediction apparatus according to claim 1 ,
wherein the biological information includes information indicating a pulse wave velocity of the user, and wherein the processor calculates that the first arousal level becomes lower as the pulse wave velocity of the user indicated by the information included in the biological information becomes lower.

13 . The arousal level prediction apparatus according to claim 12 , wherein the first sensor detects the pulse wave velocity of the user by measuring blood flow distribution of the user using a laser speckle camera.

14 . The arousal level prediction apparatus according to claim 1 ,
wherein the biological information includes information indicating a blood pressure of the user, and wherein the processor calculates that the first arousal level becomes lower as the blood pressure of the user indicated by the information included in the biological information becomes lower.

15 . The arousal level prediction apparatus according to claim 14 , wherein the first sensor detects the blood pressure of the user using a blood pressure sensor.

16 . The arousal level prediction apparatus according to claim 1 ,
wherein the biological information includes information indicating a blink speed of the user or a movement of the user's eyes, and wherein the processor calculates that the first arousal level becomes lower as the blink speed of the user becomes lower or the movement of the user's eyes become fewer.

17 . The arousal level prediction apparatus according to claim 16 ,
wherein the first sensor detects the blink speed of the user or the movement of the user's eyes using a camera.

18 . The arousal level prediction apparatus according to claim 2 ,
wherein the first environment information includes information indicating a current illumination around the user, and wherein the processor estimates that the rate of decrease in the arousal level becomes higher as the current illumination becomes lower.

19 . The arousal level prediction apparatus according to claim 2 ,
wherein the first environment information includes information indicating a current wind speed around the user, and wherein the processor estimates that a higher rate of decrease in the arousal level as the current wind speed becomes lower.

20 . The arousal level prediction apparatus according to claim 2 ,
wherein the first environment information includes information of CO 2 concentration around the user, and wherein the processor estimates that a higher rate of decrease in the arousal level as the CO 2 concentration becomes higher.

21 . The arousal level prediction apparatus according to claim 2 ,
wherein the first environment information includes information indicating vibration around the user, and wherein the processor estimates that a higher rate of decrease in the arousal level as the current vibration becomes larger.

22 . The arousal level prediction apparatus according to claim 2 ,
wherein the first environment information includes information indicating a current ambient temperature around the user, and wherein the processor estimates that a higher rate of decrease in the arousal level as the current ambient temperature the becomes larger.

23 . The arousal level prediction apparatus according to claim 2 ,
where

Assignees

• Panasonic Ip Corp America

Inventors

• Kusukame Koichi
• Shikii Shinichi
• Funase Kazuki

Classifications

• A61B5/18 Primary

  for vehicle drivers {or machine operators} · CPC title

• A61B5/7275

  Determining trends in physiological measurement data; Predicting development of a medical condition based on physiological measurements, e.g. determining a risk factor · CPC title

• A61B5/0816

  Measuring devices for examining respiratory frequency (measuring frequency of electric signals G01R23/00) · 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