Prediction-Based State Estimation and Compensation Control for Networked Systems with Communication Constraints and DoS Attacks

IF 15.3 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS Ieee-Caa Journal of Automatica Sinica Pub Date : 2024-10-08 DOI:10.1109/JAS.2024.124605
Zhong-Hua Pang;Qian Cao;Haibin Guo;Zhe Dong
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Abstract

Dear Editor, This letter investigates the output tracking control issue of networked control systems (NCSs) with communication constraints and denial-of-service (DoS) attacks in the sensor-to-controller channel, both of which would induce random network delays. A dual-prediction-based compensation control (DPCC) scheme, consisting of a predictive observer and a predictive controller, is proposed to actively compensate for the adverse effect of network delays on NCSs. Compared with existing networked predictive control (NPC) methods, the DPCC scheme only requires the sensor to send a single measurement output to the controller at each sampling instant, and also does not need to know the upper bound of random network delays in advance. The stability condition of the closed-loop system is derived. Finally, numerical simulations are carried out to validate the effectiveness of the proposed scheme.
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具有通信限制和 DoS 攻击的网络系统的基于预测的状态估计和补偿控制
亲爱的编辑,这封信研究了网络控制系统(NCS)的输出跟踪控制问题,该系统具有通信限制和传感器到控制器信道中的拒绝服务(DoS)攻击,这两种攻击都会引起随机网络延迟。本文提出了一种由预测观察器和预测控制器组成的基于双预测的补偿控制(DPCC)方案,以积极补偿网络延迟对 NCS 的不利影响。与现有的网络预测控制(NPC)方法相比,DPCC 方案只需要传感器在每个采样瞬间向控制器发送一个测量输出,而且不需要提前知道随机网络延迟的上限。本文推导了闭环系统的稳定性条件。最后,通过数值模拟验证了所提方案的有效性。
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来源期刊
Ieee-Caa Journal of Automatica Sinica
Ieee-Caa Journal of Automatica Sinica Engineering-Control and Systems Engineering
CiteScore
23.50
自引率
11.00%
发文量
880
期刊介绍: The IEEE/CAA Journal of Automatica Sinica is a reputable journal that publishes high-quality papers in English on original theoretical/experimental research and development in the field of automation. The journal covers a wide range of topics including automatic control, artificial intelligence and intelligent control, systems theory and engineering, pattern recognition and intelligent systems, automation engineering and applications, information processing and information systems, network-based automation, robotics, sensing and measurement, and navigation, guidance, and control. Additionally, the journal is abstracted/indexed in several prominent databases including SCIE (Science Citation Index Expanded), EI (Engineering Index), Inspec, Scopus, SCImago, DBLP, CNKI (China National Knowledge Infrastructure), CSCD (Chinese Science Citation Database), and IEEE Xplore.
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Inside front cover Inside back cover Back cover Front cover On Zero Dynamics and Controllable Cyber-Attacks in Cyber-Physical Systems and Dynamic Coding Schemes as Their Countermeasures
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