Department of Automation Science and Electrical Engineering, Beihang University, Beijing 100191, China.
ISA Trans. 2019 Sep;92:35-48. doi: 10.1016/j.isatra.2019.02.027. Epub 2019 Mar 1.
For fractional-order chaotic systems with unequal orders between 0 and 1, a synchronization based on them and its application in secret communication are investigated in the presence of parameter uncertainty and unknown external disturbance. Firstly, through using fractional calculus theory and adaptive control method, we design a feedback controller to achieve the synchronization between the systems. Next, in order to make the controller better apply to secret communication, an optimization policy is provided for it by some performance indicator about state variables in the error system. Meanwhile, to further enhance the performance of the controller, we introduce an interval estimation (IE) strategy into quantum particle swarm optimization (QPSO) algorithm to improve it, and then this algorithm is used to optimize the controller parameters. In addition, for the security of signal transmission, a feedback mechanism with encrypted signal is offered in secret communication. Finally, by comparison, simulation experiments verify the validity and applicability of the proposed method.
针对具有 0 到 1 之间不等阶的分数阶混沌系统,研究了在存在参数不确定性和未知外部干扰的情况下基于该系统的同步及其在秘密通信中的应用。首先,通过使用分数阶微积分理论和自适应控制方法,我们设计了一个反馈控制器来实现系统之间的同步。接下来,为了使控制器更好地应用于秘密通信,我们通过误差系统中状态变量的一些性能指标为其提供了一个优化策略。同时,为了进一步提高控制器的性能,我们将区间估计(IE)策略引入量子粒子群优化(QPSO)算法中对其进行改进,然后使用该算法优化控制器参数。此外,为了保证信号传输的安全性,在秘密通信中提供了带有加密信号的反馈机制。最后,通过比较,仿真实验验证了所提出方法的有效性和适用性。