Dynamic Quantized Tracking Control for Nonlinear Strict-Feedback Systems Under DoS Attacks and Exogenous Disturbances

IF 9.9 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Can Zhao;Liwei An;Jiaxiong Que;Xinluan Wen;Yucai Ao
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Abstract

This article studies the problem of quantized backstepping tracking control for nonlinear strict-feedback systems subject to denial-of-service (DoS) attacks, data rate constraints, and exogenous disturbances. Due to limited network resources, only finite bits of data can be transmitted per time unit. A constant bit encoding–decoding scheme is first designed to guarantee limited data transmissions and be robust to DoS attacks and exogenous disturbances. To reduce the data rate, a variable bit encoding–decoding scheme is further designed that adaptively adjusts the data rate according to the actual frequency and duration of DoS attacks. High-order filters are designed to avoid repeatedly differentiating discontinuous state variables caused by discrete network behaviors in the design of backstepping controller. It is shown that all the closed-loop signals are globally uniformly bounded and the tracking error converges to a neighborhood of the origin. The effectiveness of the proposed scheme is illustrated by the experiment of the wheeled mobile robot.
DoS攻击和外源干扰下非线性严格反馈系统的动态量化跟踪控制
研究了非线性严格反馈系统在拒绝服务攻击、数据速率约束和外源干扰下的量化反步跟踪控制问题。由于网络资源有限,每单位时间只能传输有限的数据位。首先设计了一种恒位编解码方案,以保证有限的数据传输,并对DoS攻击和外源干扰具有鲁棒性。为了降低数据速率,进一步设计了可变比特编解码方案,根据DoS攻击的实际频率和持续时间自适应调整数据速率。在反步控制器的设计中,为了避免离散网络行为引起的不连续状态变量的重复微分,设计了高阶滤波器。结果表明,所有闭环信号都是全局一致有界的,跟踪误差收敛到原点的一个邻域。通过轮式移动机器人的实验验证了该方案的有效性。
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来源期刊
IEEE Transactions on Industrial Informatics
IEEE Transactions on Industrial Informatics 工程技术-工程:工业
CiteScore
24.10
自引率
8.90%
发文量
1202
审稿时长
5.1 months
期刊介绍: The IEEE Transactions on Industrial Informatics is a multidisciplinary journal dedicated to publishing technical papers that connect theory with practical applications of informatics in industrial settings. It focuses on the utilization of information in intelligent, distributed, and agile industrial automation and control systems. The scope includes topics such as knowledge-based and AI-enhanced automation, intelligent computer control systems, flexible and collaborative manufacturing, industrial informatics in software-defined vehicles and robotics, computer vision, industrial cyber-physical and industrial IoT systems, real-time and networked embedded systems, security in industrial processes, industrial communications, systems interoperability, and human-machine interaction.
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