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(57) ABSTRACT A “Wearable Electromyography-Based Controller'includes a plurality of Electromyography (EMG) sensors and provides a wired or wireless human-computer interface (HCl) for inter acting with computing systems and attached devices via elec trical signals generated by specific movement of the user's muscles. Following initial automated self-calibration and positional localization processes, measurement and interpre tation of muscle generated electrical signals is accomplished by sampling signals from the EMG sensors of the Wearable Electromyography-Based Controller. In operation, the Wear able Electromyography-Based Controller is donned by the user and placed into a coarsely approximate position on the