The invention is a gesture recognition device, which comprises a plurality of sensors, a measuring circuit and a gesture recognition module.The plurality of sensors are used to stick to the human body respectively and output a plurality of ECG and muscle inductance signals; the measuring circuit is electrically connected with the plurality of sensors, receives the plurality of ECG and muscle inductance signals and outputs a digital signal; the gesture recognition module is electrically connected with the measuring circuit, receives the digital signal and outputs a gesture instruction.According to the ECG and EMG signals, the right hand or left hand gestures can be recognized, which reduces the misjudgment of gesture recognition.本創作為一種手勢辨識裝置,其包含複數個感測器、一量測電路與一手勢辨識模組。該複數個感測器供分別黏貼於人體上,輸出複數個心電與肌電感測訊號;該量測電路電連接該複數個感測器,接收該複數個心電與肌電感測訊號,輸出一數位訊號;該手勢辨識模組電連接該量測電路,接收該數位訊號,輸出一手勢指令。根據心電與肌電訊號可辨識右手或左手手勢,降低手勢辨識的誤判。