EP-based PID control design for chaotic synchronization with application in secure communication

被引:46
作者
Chen, Hsin-Chieh [1 ]
Chang, Jen-Fuh [2 ]
Yan, Jun-Juh [2 ]
Liao, Teh-Lu [1 ]
机构
[1] Natl Cheng Kung Univ, Dept Engn Sci, Tainan 70101, Taiwan
[2] Shu Te Univ, Dept Comp & Commun, Yen Chau 82445, Kaosiung Cty, Taiwan
关键词
evolutionary programming (EP); PID; chaotic systems; secure communication;
D O I
10.1016/j.eswa.2006.12.023
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, the evolutionary programming (EP)-based proportional-integral-derivative (PID) control design is presented for synchronization of chaotic systems with application in secure communication. A PID controller is developed via the EP algorithm. By using the EP algorithm, optimal control gains in PID controlled chaotic systems are derived such that a performance index of integrated absolute error (IAE) is as minimal as possible. Moreover, as an application, the proposed EP-based PID control scheme is then applied to a chaotic secure communication system. To verify the system performance, basic electronic components containing OPA, resistor and capacitor elements are used to implement the proposed PID-based chaotic secure communication system. Finally, both simulation results and the circuit experiments demonstrate the proposed PID scheme's success in the communication application. (C) 2006 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1169 / 1177
页数:9
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