Specialized sensors and techniques for monitoring personal activity

• US 10,383,551 B2
• Filed: 03/28/2017
• Issued: 08/20/2019
• Est. Priority Date: 03/14/2013
• Status: Active Grant

• Current Assignee: Mymee Inc.
• Original Assignee: Group Mee, LLC
• Inventors: Beckman, Christopher V.
• Primary Examiner(s): Levicky, William J
• Assistant Examiner(s): Kong, Qingjun
• Application Number:
  US15/471,957
• Publication Number:
  US 20170196484A1
• Time in Patent Office: 875 Days
• Field of Search: None
• CPC Class Codes: A61B 1/015 Control of fluid supply or evacuation
• CPC Class Codes: A61B 5/0082 adapted for particular medical purposes
• CPC Class Codes: A61B 5/015 By temperature mapping of body part
• CPC Class Codes: A61B 5/1118 Determining activity level
• CPC Class Codes: A61B 5/1127 using markers
• CPC Class Codes: A61B 5/1128 using image analysis A61B5/1127 takes precedence
• CPC Class Codes: A61B 5/4833 Assessment of subject's compliance to treatment
• CPC Class Codes: A61B 5/6801 specially adapted to be attached to or worn on the body surface
• CPC Class Codes: A63B 2220/836 Sensors arranged on the body of the user
• CPC Class Codes: A63B 2230/50 temperature
• CPC Class Codes: A63B 24/0062 Monitoring athletic performances, e.g. for determining the work of a user on an exercise apparatus, the completed jogging or cycling distance
• CPC Class Codes: G06Q 30/0226 Incentive systems for frequent usage, e.g. frequent flyer miles programs or point systems
• CPC Class Codes: G09B 19/0092 Nutrition

Abstract

New activity recognition, recording, analysis and control techniques, systems and sensors are provided. In some aspects of the invention, multiple sensory tags with unique identification and data transfer attributes, create positional, movement, orientation and acceleration data and supply it to a control system. The tags may be placed at location(s) on the user'"'"'s body, clothing, personal effects, exercise equipment and other activity-relevant locations, to enhance activity recognition and mapping. For example, a specialized PDA may comprise part of the control system, and may provide, reflect and/or receive modified data signals to and from such tags.

In other aspects, a system defines a personal activity space, samples data preferentially from that space, and performs a simplified form of object-recognition to determine, record and analyze personal activities.

A GUI interface within the control system may also aid in recognizing and recording activity patterns, in addition to tags.

Claims

1. A system for determining an activity of a user comprising:

a wearable device worn by the user, the device comprising;

a plurality of temperature sensors, comprising;

at least one thermometer adapted to measure temperature of a user; and

at least one infrared imaging sensor comprising a focal element configured to receive infrared radiation emanating from a detected object located within a predefined, three-dimensional personal activity space and not within a space surrounding said personal activity space;

a memory in communication with the wearable device, the memory adapted to store;

object information relating to a plurality of potential object types with which the user may interact;

activity information relating to a plurality of potential activities the user may undertake with one or more of the potential object types;

measured temperature of the user at one or more times; and

information related to detected object infrared radiation at the one or more times; and

a processor in communication with the wearable device and the memory, the processor configured to;

determine a first position of the detected object in three-dimensional space at a first time, based on the detected object infrared radiation;

determine a three-dimensional shape of the detected object at the first time, based on the detected object infrared radiation;

determine an object type of the detected object from the plurality of potential object types stored in the memory, based on the determined shape of the determined object; and

determine the activity of the user from the plurality of potential activities stored in the memory, based on the determined object type and the first position of the detected object.

2. A system according to claim 1:

wherein the processor is further configured to determine a first temperature of the detected object at the first time; and

wherein said determining the object type of the detected object is further based on the first temperature of the detected object.

3. A system according to claim 2:

wherein the processor is further configured to determine a first temperature of the user at a first time; and

wherein said determining the activity of the user is further based on the first user temperature.

4. A system according to claim 3, wherein the processor is further configured to determine a second position of the detected object.

5. A system according to claim 4:

wherein the processor is further configured to determine an object movement of the detected object, based on the first position and the second position of the detected object; and

wherein said determining the activity of the user is further based on the object movement.

6. A system according to claim 5:

wherein the processor is further configured to;

determine a second size of the detected object; and

determine a change in size of the detected object, based on the first size and the second size; and

wherein said determining the activity of the user is further based on the change in size of the detected object.

7. A system according to claim 6:

wherein the processor is further configured to;

determine a second temperature of the user; and

determine a change in user temperature, based on the first and second user temperatures; and

wherein said determining the activity of the user is further based on the change in user temperature.

8. A system according to claim 7:

wherein the object type of the detected object comprises a food;

wherein the determined activity of the user comprises eating the food; and

wherein the processor determines a number of calories consumed by the user during eating of the food, based on one or more of;

the movement of the detected object, the change in size of the detected object and the change in user temperature.

9. A system according to claim 1, wherein the stored object information relating to a plurality of potential object types with which the user may interact comprises one or more of:

object size, object shape, object temperature, object temperature loss, object temperature loss rate and object movement.

10. The system of claim 1, wherein the predefined personal activity space comprises a radius of between 4 and 70 inches surrounding the wearable device.