Specialized sensors and techniques for monitoring personal activity
New activity recognition, recording, analysis and control techniques, systems and sensors are provided. In one embodiment, 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. The system may define a personal activity space, sample data preferentially from that space, and perform a simplified form of object-recognition to determine, record and analyze user activities.
1. A system comprising:
a wearable device comprising a plurality of sensors comprising:
at least one imaging sensor configured to receive, at one or more times, electromagnetic radiation emanating from object(s) located within a predefined, three-dimensional personal activity space, defined by a pre-set radius of between, or approximately between, 4 and 70 inches from said wearable device, and not located within space surrounding said personal activity space;
a memory in communication with the wearable device, the memory being adapted to store:
object information relating to a plurality of potential object types with which a user of the system may interact, the object information comprising object shapes; and
activity information relating to a plurality of potential actives the user may undertake with respect to one or more of the plurality of potential object types,
wherein the plurality of potential activities comprises (A) food consumption and (B) at least one physical activity that is not related to food consumption; and
a processor in communication with the wearable device and the memory, the processor configured to:
determine a three-dimensional shape of the object(s) located within the predefined, three-dimensional personal activity space, based on the electromagnetic radiation emanating from the object(s) located within the predefined, three-dimensional personal activity space;
determine one or more object type(s) of the object(s) located within said predefined, three-dimensional personal activity space from the object information relating to the plurality of potential object types, based on matching the determined shape of the object(s) located within the predefined, three-dimensional personal activity space to one or more of the stored object shapes; and
determine an activity of the user, based on the determined one or more object type(s) and the stored activity information.
2. A system according to claim 1 , wherein the processor is configured to:
determine a first position of the object(s) located within the predefined, three-dimensional personal activity space, at a first time; and
determine a second position of the object(s) located within the predefined, three-dimensional personal activity space, at a second time.
3. A system according to claim 2 , wherein:
the processor is configured to determine movement of the object(s) located within the predefined,
three-dimensional personal activity space based on the first position and the second position; and
said determining the activity of the user is based on the movement.
4. A system according to claim 3 , wherein the processor is configured to:
determine a first size of the object(s) located within the predefined, three-dimensional personal activity space at a first size determination time; and
determine a second size of the object(s) located within the predefined, three-dimensional personal activity space at a second size determination time.
5. A system according to claim 4 , wherein:
the processor is configured to determine a change in size of the object(s) located within the predefined, three-dimensional personal activity space, based on the first size and the second size; and
said determining the activity of the user is based on the change in size.
6. A system according to claim 5 , wherein:
the plurality of sensors comprises at least one temperature sensor;
the processor is configured to determine a first user temperature at a first temperature measuring time;
and
said determining the activity of the user is based on the first user temperature.
7. A system according to claim 6 , wherein:
the processor is configured to determine a second user temperature at a second temperature measuring time; and
said determining the activity of the user is based on the second user temperature.
8. A system according to claim 7 , wherein:
the processor is configured to determine a change in user temperature based on the first user temperature and the second user temperature; and
said determining the activity of the user k based on the change in user temperature.
9. A system according to claim 8 , wherein:
the plurality of potential object types with which the user may interact comprises one or more foods;
the object(s) located within the predefined, three-dimensional personal activity space comprise a food selected from the one or more foods; and
the determined activity of the user is eating the food.
10. A system according to claim 9 , wherein the processor is configured to determine a number of calories consumed by the user during said eating the food, based on one or more of: the movement of the object(s) located within the predefined, three-dimensional personal activity space, the change in size of the object(s) located within the predefined, three-dimensional personal activity space and the change in user temperature.
11. A system according to claim 9 , wherein:
the processor is configured to determine an object temperature of the object(s) located within the predefined, three-dimensional personal activity space; and
said determining the one or more object type(s) of the object(s) located within the predefined,
three-dimensional personal activity space is based on the object temperature.
12. A system according to claim 1 , wherein:
the object(s) located within the predefined, three-dimensional personal activity space comprises a food; and
the determined activity of the user is eating the food.
13. A system according to claim 12 , wherein the food is determined based on one or more recorded type(s) of food.
14. A system according to claim 1 , wherein the object information relating to the plurality of potential object types comprises one or more of: object size, object temperature object temperature loss object temperature loss rate and object movement.
15. A system according to claim 14 , wherein the object information relating to the plurality of potential object types comprises said object size.
16. A system according to claim 14 , wherein the stored object information comprises said object movement.
17. A system according to claim 14 , wherein the object information comprises one or more of: said object temperature, said object temperature loss and said object temperature loss rate.
18. A system according to claim 1 comprising:
a display configured to display a graphical user interface (“GUI”) to the user; and
wherein said determining the activity of the user is enhanced by the user indicating the nature of the activity via the GUI.
19. A system according to claim 1 , wherein the at least one physical activity that is not related to food consumption is a physical exercise.
20. A system according to claim 1 , wherein said processor is further configured to determine the determined activity based on signals emanating from outside of the predefined, three-dimensional personal activity space.