Thus, detailed noise cleaning is required before processing. Raw signal is filtered using a band
pass filter having cut-off frequencies of 0.75 Hz and 5 Hz respectively. The uneven baseline of the signal is also removed by subtracting the envelope obtained using a low pass filter (cut-off 0.3 Hz), from the original signal.