Gait-based biometric system for detecting pathomechanical abnormalities relating to disease pathology

• US 9,204,797 B2
• Filed: 07/11/2013
• Issued: 12/08/2015
• Est. Priority Date: 12/06/2012
• Status: Active Grant

• Current Assignee: Autonomous ID Canada Inc
• Original Assignee: Autonomous ID Canada Inc
• Inventors: Gray, Todd D., Polotski, Vladimir, Smale, Barry
• Primary Examiner(s): ALAM, MIRZA F
• Application Number:
  US13/939,923
• Publication Number:
  US 20140159911A1
• Time in Patent Office: 880 Days
• Field of Search: 340/5.52, 340/870.01, 340/658, 340/944, 340/870.26, 382/116, 382/115, 702/70, 702/66, 702/150, 324/73.12, 324/76.13
• US Class Current: 1/1
• CPC Class Codes: A43B 3/00 Footwear characterised by the shape or the use
• CPC Class Codes: A61B 2562/046 in a matrix array
• CPC Class Codes: A61B 5/0024 for multiple sensor units attached to the patient, e.g. using a body or personal area network
• CPC Class Codes: A61B 5/1038 Measuring plantar pressure during gait
• CPC Class Codes: A61B 5/6807 Footwear

Abstract

Systems and methods for diagnosing a user'"'"'s condition based on his gait. A sensor module with multiple sensors is placed inside a user'"'"'s shoe and biometric data is gathered from the sensors when the user takes a step or walks. The data is used to generate loops as the various sets of data is plotted against each other. The loops obtained from the data are then compared against stored loops previously obtained. Based on the results of the comparison, the user'"'"'s condition is diagnosed using predetermined indicators of specific health issues. Using the biometric data, it can be determined whether the user has a specific condition, whether a specific condition is worsening, or whether a specific condition is improving.

Claims

1. A method for determining changes in a user'"'"'s medical condition using a foot-based gait device, said device having a plurality of sensors for gathering gait-based data, the method comprising:

a) selecting two of said plurality of sensors, said plurality of sensors being in said device;

b) gathering data from each sensor selected in step a);

c) correlating data gathered from said two sensors such that data points gathered at similar instances are matched with one another to result in data pairs;

d) determining at least one characteristic loop from said data pairs, each characteristic loop being a loop formed when said data point pairs are plotted;

e) retrieving signature characteristic data, said signature characteristic data being derived from data resulting from biometric data previously gathered from said user, said signature characteristic data serving as a baseline set of data to be compared against data gathered from said sensors;

f) determining a signature characteristic loop from said signature characteristic data;

g) comparing characteristics of said at least one characteristic loop determined in step d) with characteristics of said signature characteristic loop determined in step f) to determine differences data between said characteristics of said at least one characteristic loop from step d) and characteristics of said signature characteristic loop from step f), said differences data including at least one of;

loop differences, types of differences between said loops, and an amount of said differences;

h) if a comparison of said characteristics compared in step g) produces results not within predetermined limits, determining that a change has occurred in said user'"'"'s medical condition;

i) if a comparison of said characteristics compared in step g) produces results within predetermined limits, determining that a change has not occurred in said user'"'"'s medical condition.

2. The method according to claim 1 wherein said device is an insole for gathering data regarding an individual'"'"'s gait.

3. The method according to claim 1 wherein step d) comprises determining multiple characteristic loops using multiple sets of data gathered from sensors selected in step a) and averaging said multiple characteristic loops to result in an average loop.

4. The method according to claim 3 wherein said average loop is compared to said signature characteristic loop in step f).

5. The method according to claim 1 further including the step of applying a filter to data gathered from said sensors prior to producing said data point pairs.

6. The method according to claim 1 wherein said characteristic compared in step f) includes at least one of:

a length of said loops

a width of said loops

an angle of said loops with a given axis

a direction of propagation of said loops

an area of said loops.

7. The method according to claim 2 wherein said insole is removable from a shoe worn by a user.

8. A system for diagnosing a change in a user'"'"'s condition, the system comprising:

a sensor module comprising at least one sensor for gathering gait-based biometric data from said user, said sensor module being in a single device having at least two sensors;

a data storage module for storing data relating to a signature loop, said signature loop being a loop resulting from a plot of data pairs derived from data gathered from said sensor module when said user uses said system, said signature loop being a baseline against which subsequent characteristic loops are compared;

a data processing module for receiving data from said sensor module, said data processing module being for determining characteristic loops from said data received from said sensor module and for comparing characteristics of said characteristic loops with characteristics of said signature loop, said characteristics of said characteristic loops being compared with characteristics of said signature loop to to determine differences data between said characteristic loops and said signature loop, said differences data including at least one of;

loop differences, types of differences between said loops, and an amount of said differences;

wherein

a change in said user'"'"'s medical condition is indicated when said characteristics of said characteristic loops are not within predetermined limits of said characteristics of said signature loops;

an indication that said user'"'"'s medical condition is unchanged when said characteristics of said characteristic loops are within said predetermined limits.

9. The system according to claim 8 wherein said sensor module comprises an insole for use with said user'"'"'s shoe.

10. The system according to claim 9 wherein said at least one sensor detects and measures a force applied to said sensor module by a foot of a user as said user is walking.

11. The system according to claim 8 wherein said at least one sensor detects and measures pressure applied by a user'"'"'s foot to said sensor as said user is walking.

12. The system according to claim 9 wherein said at least one sensor detects a force applied to different areas of said sensor module by said user'"'"'s foot as said user is walking.

13. The system according to claim 9 wherein said at least one sensor comprises a plurality of sensors, each sensor being for detecting and measuring an amount of force applied to different areas of said sensor module by said user'"'"'s foot.

14. The system according to claim 9 wherein said at least one sensor comprises a strain gauge configured and adapted to measure forces applied to different areas of said insole by said user'"'"'s foot.

15. The system according to claim 9 wherein said insole is removable from a user'"'"'s shoe.