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Electromyography (EMG) signals are be used for clinical/biomedical applications, Evolvable Hardware Chip (EHW) development and modern human computer interaction. The hurdles in collecting surface EMG signal should no longer be an obstacle in defining proper and sensible medical measures for treatment. This paper presents an EMG signal synthetically produced which has all the important parameters and ingredients and have a similar pattern that the original natural EMG signal extracted from human body possess. The purpose of this paper is to illustrate the noble methodology for EMG signal generation to provide efficient and effective ways of understanding the signal and its nature. We further point up some of the hardware implementations using EMG signal. This paper provides researchers a good understanding of EMG signal generation and its analysis procedures.