CROWDSOURCING ACTIVITY DETECTION FOR GROUP ACTIVITIES
First Claim
1. A method comprising:
- predicting, by a first wearable device, a first predicted activity of the first user using motion data received by motion sensors of the first wearable device;
estimating, by the first wearable device, a first confidence level of the first predicted activity;
receiving, by the first wearable device over a wireless communication channel from a second wearable device, a second predicted activity of a second user and a second confidence level of the second predicted activity;
comparing, by the first wearable device, the first predicted activity and the first confidence level with the second predicted activity and the second confidence level; and
determining, by the first wearable device, a first activity classification for the first user to be the second predicted activity when a second average confidence level associated with the second predicted activity is greater than a first average confidence level associated with the first predicted activity.
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Accused Products
Abstract
In one aspect, the present disclosure relates to a method, including determining, by a wearable device, predicting, by a first wearable device, a first predicted activity of the first user using motion data received by motion sensors of the first wearable device; estimating, a first confidence level of the first predicted activity; receiving, by the first wearable device over a wireless communication channel from a second wearable device, a second predicted activity of a second user and a second confidence level of the second predicted activity; comparing the first predicted activity and the first confidence level with the second predicted activity and the second confidence level; and determining a first activity classification for the first user to be the second predicted activity when a second average confidence level associated with the second predicted activity is greater than a first average confidence level associated with the first predicted activity.
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Citations
20 Claims
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1. A method comprising:
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predicting, by a first wearable device, a first predicted activity of the first user using motion data received by motion sensors of the first wearable device; estimating, by the first wearable device, a first confidence level of the first predicted activity; receiving, by the first wearable device over a wireless communication channel from a second wearable device, a second predicted activity of a second user and a second confidence level of the second predicted activity; comparing, by the first wearable device, the first predicted activity and the first confidence level with the second predicted activity and the second confidence level; and determining, by the first wearable device, a first activity classification for the first user to be the second predicted activity when a second average confidence level associated with the second predicted activity is greater than a first average confidence level associated with the first predicted activity. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
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11. An apparatus comprising:
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a display; one or more motion sensors; a wireless interface; and at least one processor, wherein the at least one processor is configured to; receive motion data from the one or more motion sensors; predict a first predicted activity of the user of the apparatus using the received motion data; estimate a first confidence level of the first predicted activity; receive, via the wireless interface, a second predicted activity of a user of a second apparatus and a second confidence level of the second predicted activity; compare the first predicted activity and the first confidence level with the second predicted activity and the second confidence level; and determine a first activity classification for the first user to be the second predicted activity when a second average confidence level associated with the second predicted activity is greater than a first average confidence level associated with the first predicted activity. - View Dependent Claims (12, 13, 14, 15, 16, 17, 18, 19, 20)
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Specification