Monitoring and classification of the physical activity of a subject

• US 6,511,443 B2
• Filed: 04/03/2001
• Issued: 01/28/2003
• Est. Priority Date: 04/04/2000
• Status: Expired due to Term

• Current Assignee: STMicroelectronics SRL (STMicroelectronics NV)
• Original Assignee: STMicroelectronics SRL (STMicroelectronics NV)
• Inventors: Platania, Davide, Cassese, Maria, Cuce′, Antonino
• Primary Examiner(s): Dolinar, Andrew M.
• Application Number:
  US09/825,156
• Publication Number:
  US 20020052541A1
• Time in Patent Office: 665 Days
• Field of Search: 600/587, 600/595, 123/920, 123/923, 123/924, 123/925, 706/924
• US Class Current: 600/595
• CPC Class Codes: A61B 5/1118 Determining activity level
• CPC Class Codes: A61B 5/7264 Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems neural networks per se G06N3/00; expert systems per se G06N5/00
• CPC Class Codes: G16H 50/00 ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
• CPC Class Codes: G16H 50/20 for computer-aided diagnosis, e.g. based on medical expert systems
• CPC Class Codes: Y10S 128/92 Computer assisted medical diagnostics
• CPC Class Codes: Y10S 706/924 Medical

Abstract

A portable system carried by a user for assessing movement of the user includes at least one motion sensor adjacent a portion of the user'"'"'s body under observation. An analog-to-digital converter is connected to the motion sensor for converting an analog signal therefrom into a digital signal. A logic circuit is connected to the analog-to-digital converter for calculating parameters based upon the digital signal. A first fuzzy logic processing circuit is connected to the logic circuit for processing the calculated parameters and for generating corresponding fuzzy classification labels based upon movement of the portion of the user'"'"'s body under observation during an interval of time. A memory is connected to the first fuzzy logic processing circuit for storing at least one of the calculated parameters and the fuzzy classification labels. A second fuzzy logic processing circuit is connected to the memory for generating an activity index representative of the movement of the user during the interval of time based upon the fuzzy classification labels.

Claims

1. A portable system carried by a user for assessing body movement, the system comprising:

at least one motion sensor adjacent a portion of the user'"'"'s body;

an analog-to-digital converter connected to said at least one motion sensor for converting an analog signal thereform into a digital signal;

a logic circuit connected to said analog-to-digital converter for calculating parameters based upon the digital signal;

first fuzzy logic processing means connected to said logic circuit for processing the calculated parameters and for generating corresponding fuzzy classification labels based upon movement of the portion of the user'"'"'s body during an interval of time;

a memory connected to said first fuzzy logic processing means for storing at least one of the calculated parameters and the fuzzy classification labels; and

second fuzzy logic processing means connected to said memory for generating an activity index representative of the movement of the user during the interval of time based upon the fuzzy classification labels.

2. A portable system according to claim 1, wherein said memory also stores the digital signal from said at least one motion sensor.

3. A portable system according to claim 1, wherein said at least one motion sensor comprises a first motion sensor adjacent an arm of the user and a second motion sensor adjacent a chest of the user.

4. A portable system according to claim 1, wherein said at least one motion sensor detects acceleration in an ON/OFF mode.

5. A portable system according to claim 4, wherein the calculated parameters represent a total time of acceleration and a number of ON/OFF and OFF/ON transitions occurring during the interval of time.

6. A portable system according to claim 1, wherein the fuzzy classification labels qualify movement of the user as either calm, normal or active.

7. A portable system according to claim 1, wherein the activity index qualifies movement of the user as either low, medium or high.

8. A portable system carried by a user for assessing body movement, the system comprising:

at least one motion sensor adjacent a portion of the user'"'"'s body;

a first fuzzy logic processing circuit connected to said at least one motion sensor for generating fuzzy classification labels based upon movement of the portion of the user'"'"'s body under observation during an interval of time; and

a second fuzzy logic processing circuit connected to said first fuzzy logic processing circuit for generating an activity index representative of the movement of the user during the interval of time based upon the fuzzy classification labels.

9. A portable system according to claim 8, further comprising:

an analog-to-digital converter connected to said at least one motion sensor for converting an analog signal thereform into a digital signal; and

a logic circuit connected to said analog-to-digital converter for calculating parameters based upon the digital signal.

10. A portable system according to claim 9, wherein said first fuzzy processing circuit is connected to said logic circuit for processing the calculated parameters and for generating the corresponding fuzzy classification labels.

11. A portable system according to claim 8, wherein said at least one motion sensor comprises a first motion sensor adjacent an arm of the user and a second motion sensor adjacent a chest of the user.

12. A portable system according to claim 8, wherein said at least one motion sensor detects acceleration in an ON/OFF mode.

13. A portable system according to claim 12, wherein the calculated parameters represent a total time of acceleration and a number of ON/OFF and OFF/ON transitions occurring during the interval of time.

14. A portable system carried by a user for assessing body movement, the system comprising:

a first motion sensor adjacent an arm of the user;

a second motion sensor adjacent a chest of the user;

a logic circuit connected to said first and second motion sensors for calculating parameters based upon respective signals provided by said first and second motion sensors;

a first fuzzy logic processing circuit connected to said logic circuit for processing the calculated parameters and for generating fuzzy classification labels based upon movement of the user'"'"'s arm and chest under observation during an interval of time; and

a second fuzzy logic processing circuit connected to said first fuzzy logic processing circuit for generating an activity index representative of the movement of the user during the interval of time based upon the fuzzy classification labels.

15. A portable system according to claim 14, further comprising:

a first analog-to-digital converter connected to said first motion sensor for converting an analog signal thereform into a digital signal; and

a second analog-to-digital converter connected to said second motion sensor for converting an analog signal thereform into a digital signal.

16. A portable system according to claim 15, wherein said logic circuit calculates the parameters based upon the digital signal.

17. A portable system according to claim 14, wherein said first and second motion sensors each detect acceleration in an ON/OFF mode.

18. A portable system according to claim 17, wherein the calculated parameters represent a total time of acceleration and a number of ON/OFF and OFF/ON transitions occurring during the interval of time.

19. A method for assessing body movement of a user carrying a portable system comprising at least one motion sensor adjacent a portion of the user'"'"'s body, the method comprising:

generating fuzzy classification labels based upon movement of the portion of the user'"'"'s body during an interval of time using a first fuzzy logic algorithm; and

generating an activity index representative of the movement of the user during the interval of time based upon the fuzzy classification labels using a second fuzzy logic algorithm.

20. A method according to claim 19, further comprising:

converting an analog signal from the at least one motion sensor into a digital signal; and

calculating parameters based upon the digital signal.

21. A method according to claim 20, wherein the first fuzzy logic algorithm processes the calculated parameters for generating the corresponding fuzzy classification labels.

22. A method according to claim 19, wherein the at least one motion sensor comprises a first motion sensor adjacent an arm of the user and a second motion sensor adjacent a chest of the user.

23. A method according to claim 19, wherein the at least one motion sensor detects acceleration in an ON/OFF mode.

24. A method according to claim 23, wherein the calculated parameters represent a total time of acceleration and a number of ON/OFF and OFF/ON transitions occurring during the interval of time.