Computer Vision for Human-Computer Interaction Using Noninvasive Technology

Algorithm 1

Average intrinsic mode function algorithm for electromyographic signal noise reduction.

	Input: the actual data sequence of the EMG signal, ,
	Output: intrinsic mode function, ;
	Repeat
	Whiledo
	for all j such as do
	Compute i.e.,
	Obtain upper envelope: ,
	Obtain lower envelop: ;
	Compute average envelope value ;
	Obtain a stationary data sequence, ;
	Update ;
	Until convergence