ACTIVITY CLASSIFICATION IN A MULTI-AXIS ACTIVITY MONITOR DEVICE
First Claim
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1. A device comprising:
- one or more motion sensors;
a memory configured to receive signals from the one or more motion sensors;
a processor in communication with the memory; and
a classification algorithm executed by the processor;
the classification algorithm for identifying activities that a user is engaged in.
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Abstract
An activity classification device is disclosed. The activity classification device comprises one or more motion sensors and a memory configured to receive signals from the one or more motion sensors. The device further includes a processor in communication with the memory. Finally, the device includes a classification algorithm executed by the processor, the classification algorithm for identifying activities that a user is engaged in. The memory may also record a user'"'"'s activity log, calorie count and an RF module, which transmits the recorded data to a host either upon request or continuously.
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Citations
22 Claims
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1. A device comprising:
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one or more motion sensors; a memory configured to receive signals from the one or more motion sensors; a processor in communication with the memory; and a classification algorithm executed by the processor;
the classification algorithm for identifying activities that a user is engaged in. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
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11. A computer-implemented method for identifying activities of a device, the method comprising:
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utilizing one or more motion sensors on the device to identify activities; and utilizing a set of one or more motion sensors which operate in a low power mode to identify transitions between activities. - View Dependent Claims (12, 13, 14, 15, 16, 17)
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18. A computer program product containing program instructions for identifying activities of a device, the program instructions to be executed by a processor, the program instructions when executed comprising:
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utilizing one or more motion sensors on the device to identify activities of the device; and utilizing a set of one or more motion sensors which operate in a low power mode to identify transitions between activities. - View Dependent Claims (19, 20, 21)
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22. A system comprising:
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at least one host device comprising a first processor;
a first memory;
a first wireless communication module; and
a classification algorithm executed by the processor;
the classification algorithm for identifying activities that a user is engaged in; anda plurality of devices, each of the plurality of devices comprising one or more motion sensors;
a second memory configured to receive signals from the one or more motion sensors;
a second processor in communication with the second memory; and
a second wireless communication module to communicate with the at least one host device via the first wireless communication module.
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Specification