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In this paper, we design and implement an sBike (Sensorized Bike) prototype to support cyclists by recognizing various bicycling states including going straight, turning right or left, meandering, and stopping. An Android phone, which is integrated with an accelerometer, a magnetometer, and a GPS receiver, is mounted on the handle of bicycle to collect necessary data for analysis. Hidden Markov model...
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