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Dynamical Analysis and FPGA Implementation of a Novel Hyperchaotic System and Its Synchronization Using Adaptive Sliding Mode Control and Genetically Optimized PID Control

机译:新型超混沌系统的动力学分析,FPGA实现及其自适应滑模控制和遗传优化PID控制的同步

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摘要

We announce a new 4D hyperchaotic system with four parameters. The dynamic properties of the proposed hyperchaotic system are studied in detail; the Lyapunov exponents, Kaplan-Yorke dimension, bifurcation, and bicoherence contours of the novel hyperchaotic system are derived. Furthermore, control algorithms are designed for the complete synchronization of the identical hyperchaotic systems with unknown parameters using sliding mode controllers and genetically optimized PID controllers. The stabilities of the controllers and parameter update laws are proved using Lyapunov stability theory. Use of the optimized PID controllers ensures less time of convergence and fast synchronization speed. Finally the proposed novel hyperchaotic system is realized in FPGA.
机译:我们宣布了具有四个参数的新型4D超混沌系统。详细研究了所提出的超混沌系统的动力学特性。推导了新型超混沌系统的Lyapunov指数,Kaplan-Yorke维数,分叉和双相干等高线。此外,使用滑模控制器和遗传优化的PID控制器,设计了控制算法,用于完全同步具有未知参数的超混沌系统。利用李雅普诺夫稳定性理论证明了控制器的稳定性和参数更新规律。使用优化的PID控制器可确保更少的收敛时间和更快的同步速度。最后,在FPGA中实现了所提出的新型超混沌系统。

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