Human motor function estimation based on EMG signal fractal dimension standard deviation - Zhang, Xia; Tao, Sihan; Hu, Jinjia; Lin, Shuai; Hashimoto, Minoru (Journal of Intelligent & Fuzzy Systems, 2021)
Keywords: Complexity; Decision making; Electromyography; Feasibility; Feature extraction; Fractal geometry; Fractals; Frequency domain analysis; Human body; Human motion; Human performance; Muscle contraction; Muscle fatigue; Muscles; Muscular fatigue; Muscular function; Nonlinearity; Robot control; Signal processing; Standard deviation; Time domain analysis; Walking; Wearable technology; EMG signal; standard deviation of fractal dimension; human-robot interaction; human motor function