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Smartphone is kept in the front pocket of jeans with fixed orientation such that +Y axis and +Z axis faces top and front/forward direction respectively and Z-axis reading is processed.
Accelerometer raw readings are saved in the .txt format so that it can be processed or cross-verified on the computer later, acting as a data logger.
LP filtered data passes via moving average filtered data x(default 5) times with a window size of x(default 5) to obtain a smooth graph.
Points of local maxima are recorded, and then points with a value less than a threshold value is discarded for each leg data set, thus giving us gait cycle points.
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Human Gait Analysis Using Smartphone Accelerometer
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