Intelligent device to monitor and remind patients with footwear, walking aids, braces, or orthotics

1. A system for assessing and improving adherence of a user in wearing at least one of footwear, braces, or orthotics, or using walking-aid devices, the system comprising:

a sensor configured to be worn by said user, said sensor comprising one or more accelerometers; and

one or more tagged devices identified by one or more radio-frequency tags and comprising one or more accelerometers;

wherein said system is configured to:

detect whether said user is wearing said sensor at least partly in response to measurements of respiration fluctuation of said user using said one or more accelerometers of the sensor; and

detect that said user is not wearing said one or more tagged devices at least partly by identifying instants or time periods when:

said one or more tagged devices are not detected by said sensor to be within a predefined distance of said sensor and measurements from said sensor indicate that said user undergoes a pre-specified foot-loading condition; or

measurements from said sensor indicate that said user is walking, said one or more tagged devices are detected by said sensor to be within said predefined distance of said sensor, and measurements from said one or more accelerometers of said one or more tagged devices do not indicate that said user is walking.

2. The system of claim 1 , wherein the system is further configured to alert said user or a caregiver if said user moves without said one or more tagged devices.

3. The system of claim 1 , wherein the system is further configured to record time periods when said user does not wear at least one of said one or more tagged devices or said sensor.

4. The system of claim 1 , wherein the system is further configured to identify an activity pattern of said user.

5. The system of claim 1 , wherein said sensor scans for said one or more tagged devices only during foot loading conditions.

6. A body movement monitoring system comprising:

a sensor configured to be on a part of a body of a person, the sensor comprising:

at least a first accelerometer configured to generate at least one first signal indicative of acceleration corresponding to a movement of the body of the person; and

one or more processor circuits programmed to:

process the at least one first signal to detect a foot-loading condition of the person;

determine whether a device usable by the person for treating a medical condition is within range of the sensor while the person is engaged in the foot-loading condition; and

in response to determining that the device is not within range of the sensor during the detected foot loading condition, determine that the person is out of compliance with a treatment regimen associated with using the device.

7. The system of claim 6 , wherein the sensor is further configured to generate at least one second signal indicative of a physiological parameter of the person, and wherein the one or more processor circuits are further programmed to:

process the at least one second signal to determine whether the sensor is being worn by the person; and

in response to detecting that the sensor is not being worn by the person, determine that the person is out of compliance with the treatment regimen.

8. The system of claim 7 , wherein the physiological parameter comprises respiration fluctuation.

9. The system of claim 6 , wherein the sensor further comprises a wireless identification reader, and wherein said one or more processor circuits determine whether the device is within range of the sensor in response to an output of the wireless identification reader which is indicative of whether a wireless identification tag of the device is within range of the sensor.

10. The system of claim 6 , wherein the wireless identification reader scans for the wireless identification tag only during foot-loading conditions.

11. The system of claim 6 , wherein upon determining that the person is out of compliance with the treatment regimen, the one or more processor circuits are configured to generate a command to provide an alert to the user.

12. The system of claim 6 , wherein at least one second accelerometer is supported by the device and is configured to generate at least one third signal indicative of acceleration corresponding to the movement of the body of the person, and wherein the one or more processor circuits are further programmed to:

process the at least one first signal to determine whether the at least one first signal indicates locomotion of the person during a first interval;

process the at least one third signal to determine whether the at least one third signal indicates locomotion of the person during the first interval; and

in response to determining that the at least one first signal indicates locomotion of the person during the first interval and that the at least one third signal does not indicate locomotion of the person during the first interval, determine that the person is out of compliance with the treatment regimen.

13. The system of claim 6 , wherein the one or more processor circuits determine whether the device prescribed for use by the person is within range of the sensor at least partly by detecting whether a wireless identification tag supported by the device is in communication range of the sensor.

14. The system of claim 6 , wherein the one or more processor circuits determine whether the device prescribed for use by the person is within range of the sensor at least partly by determining whether the device is within a predefined distance of the sensor.

15. The system of claim 6 , wherein the device comprises footwear.

16. The system of claim 6 , wherein the device comprises one or more of footwear, a walking aid, a knee brace, an ankle brace, a sock, or a removable cast walker.

17. The system of claim 6 , wherein the device comprises an orthotic device.

18. A method of determining, by one or more processor circuits, compliance with a treatment regimen associated with a device, the method comprising:

processing one or more signals from at least a first accelerometer of a sensor worn by a person to detect that the person is engaged in a foot-loading condition;

determining whether a device usable by the person for treating a medical condition is within range of the sensor while the person is engaged in the foot-loading condition; and

in response to determining that the device is not within range of the sensor while the person is engaged in the foot-loading condition, determining, by one or more processor circuits, that the person is out of compliance with a treatment regimen associated with using the device.

19. The method of claim 18 , further comprising:

processing one or more signals generated by the sensor that are indicative of a physiological parameter of the person to determine whether the sensor is being worn by the person; and

in response to detecting that the sensor is not being worn by the person, determining that the person is out of compliance with the treatment regimen.

20. The method of claim 18 , further comprising:

processing the one or more signals from the first accelerometer to determine whether the one or more signals from the first accelerometer indicate locomotion of the person during a first interval;

processing one or more signals from at least a second accelerometer supported by the device to determine whether the one or more signals from the second accelerometer indicate locomotion of the person during the first interval; and

in response to determining that the one or more signals from the first accelerometer indicate locomotion of the person during the first interval and that the one or more signals from the second accelerometer do not indicate locomotion of the person during the first interval, determining that the person is out of compliance with the treatment regimen.

21. The method of claim 18 , wherein the device comprises one or more of footwear, a walking aid, a knee brace, an ankle brace, a sock, or a removable cast walker.