processEMG_ACC

Scripts for signal processing electromyography (EMG) or acceleration sensor (ACC)


Keywords
EMG, ACC, acceleration-sensor-data, processing-pipelines, rms
License
MIT
Install
bower install processEMG_ACC

Documentation

processEMG_ACC

Scripts for signal processing electromyography (EMG) or acceleration sensor data (ACC)

Pre-requisites:

  • Input data in .txt/.dat or .acq (Biopac) files
  • If used for convolution or block design analysis, signal must be synchronized with start block (signal before experiment start must be removed)

Basic Features:

  • Calculates RMS of raw EMG signal or acceleration sensor data
  • Extraction of mean RMS signal per block (user specifies blocks of data with regular length)
  • Output to data sheets for statistical analysis
  • Output plots of signal

Special Purpose Features:

  • Convolution with hemodynamic response functions (HRF) to use signals as regressor in GLM analysis of fMRI data
  • Grip detection for gripping hand movements measured with acceleration sensor