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PID Controller Based on Memristive CMAC Network

Author

Listed:
  • Lidan Wang
  • Xiaoyan Fang
  • Shukai Duan
  • Xiaofeng Liao

Abstract

Compound controller which consists of CMAC network and PID network is mainly used in control system, especially in robot control. It can realize nonlinear tracking control of the real‐time dynamic trajectory and possesses good approximation effect. According to the structure and principle of the compound controller, memristor is introduced to CMAC network to be a compound controller in this paper. The new PID controller based on memristive CMAC network is built up by replacing the synapse in the original controller by memristors. The effect of curve approximation is obtained by MATLAB simulation experiments. This network improves the response and learning speed of the system and processes better robustness and antidisturbance performance.

Suggested Citation

  • Lidan Wang & Xiaoyan Fang & Shukai Duan & Xiaofeng Liao, 2013. "PID Controller Based on Memristive CMAC Network," Abstract and Applied Analysis, John Wiley & Sons, vol. 2013(1).
    • Handle: RePEc:wly:jnlaaa:v:2013:y:2013:i:1:n:510238
    DOI: 10.1155/2013/510238
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    References listed on IDEAS

    as
    1. Lidan Wang & Shukai Duan, 2012. "A Chaotic Attractor in Delayed Memristive System," Abstract and Applied Analysis, John Wiley & Sons, vol. 2012(1).
    2. Dmitri B. Strukov & Gregory S. Snider & Duncan R. Stewart & R. Stanley Williams, 2008. "The missing memristor found," Nature, Nature, vol. 453(7191), pages 80-83, May.
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