Computer program product, device and method for measuring the arousal of a user

• US 8,882,669 B2
• Filed: 02/11/2008
• Issued: 11/11/2014
• Est. Priority Date: 02/13/2007
• Status: Active Grant

• Current Assignee: Koninklijke Philips Electronics N.V. (Koninklijke Philips N.V.)
• Original Assignee: Koninklijke Philips N.V.
• Inventors: Westerink, Joanne Henriette Desiree Monique, Tuinenbreijer, Cornelis, Schut, Maria Helena, Van Den Broek, Egidius Leon
• Primary Examiner(s): Mallari, Patricia
• Assistant Examiner(s): Ramachandran, Vasuda
• Application Number:
  US12/527,052
• Publication Number:
  US 20100022852A1
• Time in Patent Office: 2,465 Days
• Field of Search: 600/300, 600481-485, 600/500, 600527-528, 600/533, 600/547, 600/306
• US Class Current: 600/306
• CPC Class Codes: A61B 5/0533 Measuring galvanic skin response
• CPC Class Codes: A61B 5/164 Lie detection
• CPC Class Codes: A61B 5/165 Evaluating the state of mind, e.g. depression, anxiety
• CPC Class Codes: G06F 2218/08 Feature extraction
• CPC Class Codes: G16H 50/20 for computer-aided diagnosis, e.g. based on medical expert systems

Abstract

Computer program product for processing GSR (galvanic skin response) signals, which when run on a computer controls the computer to estimate a level of arousal, or at least a change in the level of arousal, of a user, provided with an algorithm that is configured to control a computer to calculate a third or higher central moment of a recorded GSR signal and to derive an estimation of the level of arousal from said third or higher central moment.

Claims

1. A non-transitory computer-readable medium encoded with instructions configured to control a processor of an arousal measuring device to perform a method comprising:

receiving galvanic skin response signals in the processor of an arousal measuring device from a galvanic skin response sensor of the arousal measuring device;

calculating a third or higher central moment of a galvanic skin response signal, wherein the third or higher order moment comprises at least one of;

a skewness and a kurtosis;

estimating at least one of;

a level of arousal or a change in the level of arousal, wherein said estimation of the level of arousal is based on said calculated third or higher central moment exceeding a corresponding one of a plurality of threshold values, and wherein the estimation of the change in the level of a arousal is determined when one of;

an increase in the level of arousal is determined when at least one of;

a relatively low skewness or a relatively high kurtosis is calculated, or

a decrease in the level of arousal is determined when at least one of;

a relatively high skewness or a relatively low kurtosis is calculated; and

outputting a signal to a user perceivable interface when one of;

a level of arousal or a change in the level of arousal are estimated.

2. The medium of claim 1, wherein the medium comprises instructions to control the processor to signal to a user perceivable interface when at least one of:

said change in the level of arousal is determined, or

the level of arousal is derived.

3. The medium of claim 2, wherein the signal to the user perceivable interface is performed approximately immediately in real-time.

4. The medium of claim 1, wherein the increase in the level of arousal is derived when the calculated skewness is below a threshold of approximately −

0.3.

5. The medium of claim 1, wherein the increase in the level of arousal is derived when the calculated kurtosis is above a threshold of approximately 0.3.

16. The non-transitory computer-readable medium of claim 1, wherein the increase in the level of arousal is signaled when the calculated skewness is below a threshold of approximately −

0.5.

17. The non-transitory computer-readable medium of claim 1, wherein the increase in the level of arousal is indicated when the calculated kurtosis is above a threshold approximately 0.5.

6. An arousal measuring device for processing galvanic skin response signals to estimate at least one of:

a level of arousal or a change in the level of arousal of a user, said device comprising;

a galvanic skin response sensor for providing galvanic skin response signals from a user body;

a processing circuit for processing the provided galvanic skin response signals;

a storage arrangement for storing at least one of the processed galvanic skin response signals;

wherein the processing comprises;

calculating a third or higher central moment of a recorded galvanic skin response signal, wherein the third or higher order moment comprises at least one of;

a skewness and a kurtosis;

estimating at least one of;

a level of arousal or a change in the level of arousal, wherein said estimation of the level of arousal is based on said calculated third or higher central moment exceeding a corresponding one of a plurality of threshold values, and wherein said change in the level of arousal is determined when one of;

an increase in the level of arousal is determined when at least one of;

a relatively low skewness or a relatively high kurtosis is calculated, or

a decrease in the level of arousal is determined when at least one of;

a relatively high skewness or a relatively low kurtosis is calculated.

7. The arousal measuring device of claim 6, further comprising:

a user perceivable interface for providing sensory output to a user.

8. The arousal measuring device of claim 6, further comprising:

a receiving system receiving measurements from other psychophysiological measuring devices configured for estimating an emotional state of a user.

9. An arousal measuring device, comprising:

a galvanic skin response sensor for providing galvanic skin response signals from a user,

a processing circuit configured to process the provided galvanic skin response signals,

a storage arrangement for storing at least one of the processed galvanic skin response signals,

the processor being configured to;

calculate a third or higher central moment of a provided galvanic skin response signal, wherein the third or higher order moment comprises at least one of;

a skewness and a kurtosis; and

derive an estimation of at least one of the level of arousal or a change in the level of arousal, wherein said estimation of level of arousal is based on said calculated third or higher central moment exceeding a corresponding one of a plurality of threshold values, wherein an increase in the level of arousal is determined when at least one of;

a relatively low skewness or a relatively high kurtosis is calculated, or a decrease in the level of arousal is determined when one of a relatively high skewness of a relatively low kurtosis is calculated.

10. A method, operable in an arousal measuring system, for estimating at least one of a level of arousal or a change in the level of arousal, of a user, the method comprising:

receiving galvanic skin response signals from a galvanic skin response sensor of the arousal measuring system,

using a processor of the arousal measuring system for calculating a third or higher central moment of the galvanic skin response signals, wherein the third or higher order moment comprises at least one of;

a skewness and a kurtosis,

using the processor for deriving an estimate of at least one of the level of arousal and the change in the level of arousal, wherein said estimation of the level of arousal is based on said calculated third or higher central moment exceeding a corresponding one of a plurality of threshold values, and wherein said estimation of the change in the level of arousal is determined when one of;

an increase in the level of arousal is determined when at least one of;

a relatively low skewness or a relatively high kurtosis is calculated, or a decrease in the level of arousal is determined when one of a relatively high skewness or a relatively low kurtosis is calculated; and

the arousal measuring system outputting the estimate.

11. The method of claim 10, wherein the estimate of the level of arousal or change in the level of arousal is signaled to a user perceivable interface approximately immediately in real-time.

12. The method of claim 10, wherein an increase in the level of arousal is signaled when the calculated skewness is below a threshold of approximately −

0.3.

13. The method of claim 10, wherein an increase in the level of arousal is signaled when the calculated kurtosis is above a threshold of approximately 0.3.

14. The method of claim 10, wherein an increase in the level of arousal is signaled when the calculated kurtosis is above a threshold of approximately 0.5.

15. The method of claim 10, wherein an increase in the level of arousal is signaled when the calculated skewness is below a threshold of approximately −

0.5.