Model Predictive Control for Nonlinear Discrete Cyber–Physical Systems With Joint Deception Attacks

IF 4.4 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Systems Journal Pub Date : 2024-12-03 DOI:10.1109/JSYST.2024.3482449
Hongchao Song;Zhenlei Wang
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Abstract

Based on model predictive control and an attack detection mechanism, the stabilization problem of a class of nonlinear discrete-time cyber–physical systems with deception attacks at the sensor-to-controller and controller-to-actuator communication channels is studied. In this article, the deception attacks on both ends of the controller are considered using a more generic probability model. Attack detection models and mechanisms are established to detect the integrity of transmitted information in order to mitigate the impact of deception attacks. To ensure the input-to-state practical stability of the closed-loop system, a model predictive controller is designed based on the detected state. Finally, a simulation case is presented to demonstrate the stability and effectiveness of the proposed method.
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具有联合欺骗攻击的非线性离散网络物理系统模型预测控制
基于模型预测控制和攻击检测机制,研究了一类具有欺骗攻击的非线性离散网络物理系统在传感器到控制器和控制器到执行器通信信道上的镇定问题。在本文中,使用更通用的概率模型来考虑控制器两端的欺骗攻击。为了减轻欺骗攻击的影响,建立了攻击检测模型和机制来检测传输信息的完整性。为了保证闭环系统输入状态的实际稳定性,设计了基于检测状态的模型预测控制器。最后通过仿真实例验证了该方法的稳定性和有效性。
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来源期刊
IEEE Systems Journal
IEEE Systems Journal 工程技术-电信学
CiteScore
9.80
自引率
6.80%
发文量
572
审稿时长
4.9 months
期刊介绍: This publication provides a systems-level, focused forum for application-oriented manuscripts that address complex systems and system-of-systems of national and global significance. It intends to encourage and facilitate cooperation and interaction among IEEE Societies with systems-level and systems engineering interest, and to attract non-IEEE contributors and readers from around the globe. Our IEEE Systems Council job is to address issues in new ways that are not solvable in the domains of the existing IEEE or other societies or global organizations. These problems do not fit within traditional hierarchical boundaries. For example, disaster response such as that triggered by Hurricane Katrina, tsunamis, or current volcanic eruptions is not solvable by pure engineering solutions. We need to think about changing and enlarging the paradigm to include systems issues.
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