The research of fractional order control system based on surface EMG signal

DOI

10.2991/icmii-15.2015.131How to use a DOI?

Keywords

sEMG Fractional order Rehabilitation robot

Abstract

With the development and integration of the subjects such as rehabilitation medicine, mechanical electronics and control theory, the related theory and technology of rehabilitation robot have important research value in the field of clinical medicine disease diagnosis, rehabilitation medicine, muscle function evaluation and artificial limb control. Quantitative identification of joint motion information and the quantitative model of sEMG and joint angle signal are established in this paper through the data acquisition and analysis of surface EMG signal (sEMG) and joint angle signal. The signal of sEMG are input into the quantitative model of sEMG , and then output the prediction angle of the joint, identify the movement intention, carry out motion planning, rehabilitation robot driven by permanent magnet synchronous motor in accordance with the movement of the patient's intention to drive the upper limb rehabilitation training. In order to achieve high performance speed control of AC permanent magnet synchronous motor, the fractional order proportional integral controller is proposed which can satisfy the stability and robustness of the system. Compared with the integer order PID controller, the fractional order PID controller has two adjustable parameters and which can achieve better control performance.

Copyright

© 2015, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Changsong Li
AU  - Yiqi Zhou
AU  - Yanzhao Chen
PY  - 2015/10
DA  - 2015/10
TI  - The research of fractional order control system based on surface EMG signal
BT  - Proceedings of the 3rd International Conference on Mechatronics and Industrial Informatics
PB  - Atlantis Press
SP  - 757
EP  - 760
SN  - 2352-538X
UR  - https://doi.org/10.2991/icmii-15.2015.131
DO  - 10.2991/icmii-15.2015.131
ID  - Li2015/10
ER  -