Data pre-processing
Activity Recognition from Accelerometer Data

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Data pre-processing
Activity Recognition from Accelerometer Data

Authors : Romain AUBER, Mathieu POULIQUEN, Éric PIGEON

Review date: July 8, 2026 | Lire en français

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3. Data pre-processing

3.1 Filtering

The signals supplied by the sensors can be noisy, and a low-pass filter often needs to be applied to eliminate the noise. As seen previously, in some cases it is chosen to filter out the acceleration induced by gravity (component a ig ) by applying a high-pass filter. This is achieved using a Butterworth filter in and a bandpass filter...

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