非齐次T-S模糊半马尔可夫跳变系统的自扰抑制及其在数字信号安全通信中的应用

IF 5.6 1区 数学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
S. Mohanapriya , P. Muthukumar , E.A. Gopalakrishnan , Deepa Gupta
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引用次数: 0

摘要

本文阐述了非齐次Takagi-Sugeno模糊半马尔可夫跳变系统(T-SFSMJSs)的扰动抑制和跟踪控制器问题。通过阐明由于控制输入中的干扰和延迟所产生的影响,它提供了对干扰和输入延迟对系统执行的重要性的详细理解。具体地说,通过广义修正重复控制(GMRC)策略和基于人工神经网络(ANN)的干扰估计器与astrm修正Smith预测器(ASP)技术相结合,保证了精确跟踪和精确干扰抑制的性能。具体而言,数值实例全面展示了所建议的控制程序如何在几种情况下工作,并展示了其在各种情况下的有效性。对比研究进一步证实了这些结果,表明该方法与改进的等效输入干扰(IEID)、截断预测控制(TPC)和基于干扰观测器的控制(DOBC)设计等方法的性能,但这些方法在不匹配的多重干扰情况下存在局限性。从应用的角度出发,提出了一种利用T-S模糊混沌半马尔可夫跳变系统在无保护信道上安全传输数字信号的加解密技术,并进行了数值演示。实验结果验证了所提算法的有效性,并分析了所提加密方法的质量指标。建议的加密算法的密钥大小是传统密钥大小的12倍,根据密钥空间度量和不同攻击的安全性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Active disturbance reduction on non-homogeneous T-S fuzzy semi-Markovian jump systems and its application to secure digital signal communication
The concerns of disturbance reduction and tracking controller in non-homogeneous Takagi–Sugeno fuzzy semi-Markovian jump systems (T-SFSMJSs) are explained in this extensive effort. By elucidating the effects produced due to disturbances and delay in control input, it delivers a detailed understanding of the significances of disturbances and input delay on system execution. To be more specific, the performance of accurate tracking and accurate disturbance diminution are ensured by means of a generalized modified repetitive control (GMRC) strategy and an artificial neural network (ANN)-based disturbance estimator integrated with Astrom modified Smith predictor (ASP) technique. Particularly, the numerical instances deliver a comprehensive demonstration of how the suggested control procedure works in several scenarios and exhibit its efficiency under a variety of circumstances. These results are further reinforced by comparative investigation, which narrates the performance of the proposed method with that of former methods such as improved-equivalent-input-disturbance (IEID), truncated predictive control (TPC) and disturbance observer based control (DOBC) design, which have the limits in the case of mismatched multiple disturbances. From an application viewpoint, a novel encryption and decryption technique is suggested and numerically shown for securely transmitting digital signals over unprotected channels by utilizing T-S fuzzy chaotic semi-Markovian jump systems. Further, the experimental results demonstrate the effectiveness of the proposed algorithm and quality metrics of the proposed encryption method are analyzed. The suggested encryption algorithm’s key size is twelve times larger than the conventional key size, according to the key space measure and secure against different attacks.
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来源期刊
Chaos Solitons & Fractals
Chaos Solitons & Fractals 物理-数学跨学科应用
CiteScore
13.20
自引率
10.30%
发文量
1087
审稿时长
9 months
期刊介绍: Chaos, Solitons & Fractals strives to establish itself as a premier journal in the interdisciplinary realm of Nonlinear Science, Non-equilibrium, and Complex Phenomena. It welcomes submissions covering a broad spectrum of topics within this field, including dynamics, non-equilibrium processes in physics, chemistry, and geophysics, complex matter and networks, mathematical models, computational biology, applications to quantum and mesoscopic phenomena, fluctuations and random processes, self-organization, and social phenomena.
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