Real-Time Human Intention Recognition of Multi-Joints Based on MYO

Hill musculoskeletal model (HMM) is commonly used to estimate human motion intentions. HMM utilizes electromyography (EMG) signals as the nonlinear model input to obtain muscle forces or torques. However, due to the fact that it contains many physiological parameters that are difficult to measure, H...

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Bibliographic Details
Main Authors: Lei Sun, Honglei An, Hongxu Ma, Jialong Gao
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
EMG
HMM
Online Access:https://ieeexplore.ieee.org/document/8843973/