DocumentCode
1825740
Title
Implementation of optimal PID control for chaos synchronization by FPGA chip
Author
Yau, Her-Terng ; Wu, Cheng-Han ; Liang, Qin-Cheng ; Li, Simon C.
Author_Institution
Dept. of Electr. Eng., Nat. Chin-Yi Univ. of Technol., Taichung, Taiwan
fYear
2011
fDate
17-20 Aug. 2011
Firstpage
56
Lastpage
61
Abstract
This paper is concerned with the design of a FPGA-based digital proportional-integral-derivative (PID) controller for synchronization of a continuous chaotic model. 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. To verify the system performance, basic electronic components containing OPA, resistor and capacitor elements are used to implement the chaotic Sprott circuits and the proposed digital PID controller is implemented by the FPGA technology. Finally, numerical and experimental results exemplify the synchronization procedure.
Keywords
chaos; control system synthesis; digital control; evolutionary computation; field programmable gate arrays; nonlinear control systems; optimal control; performance index; synchronisation; three-term control; FPGA chip; chaos synchronization; chaotic Sprott circuit; chaotic system; continuous chaotic model; digital proportional-integral-derivative controller design; evolutionary programming; integrated absolute error; optimal PID control; optimal control gain; performance index; Chaotic communication; Field programmable gate arrays; Optimization; Performance analysis; Synchronization; Chaos synchronization; Evolutionary programming (EP); FPGA; PID; Sprott circuits;
fLanguage
English
Publisher
ieee
Conference_Titel
Fluid Power and Mechatronics (FPM), 2011 International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4244-8451-5
Type
conf
DOI
10.1109/FPM.2011.6045729
Filename
6045729
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