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针对拒绝服务攻击的非完整高阶链式系统的弹性有限时间一致性跟踪

Resilient Finite-Time Consensus Tracking for Nonholonomic High-Order Chained-Form Systems Against DoS Attacks.

作者信息

Sarrafan Neda, Zarei Jafar, Razavi-Far Roozbeh, Saif Mehrdad

出版信息

IEEE Trans Cybern. 2024 Feb;54(2):739-751. doi: 10.1109/TCYB.2022.3186207. Epub 2024 Jan 17.

DOI:10.1109/TCYB.2022.3186207
PMID:35867376
Abstract

This article studies the resilient finite-time consensus tracking problem for high-order nonholonomic chained-form systems against denial-of-service (DoS) attacks. The first step is to develop a novel secure distributed observer for each follower in which the tangent hyperbolic function is used to accelerate the convergence speed of the observer by inducing a high-gain effect. The paralyzed-connectivity graphs resulting from DoS attacks are repaired to the initially connected graphs by integrating both acknowledgment-based attack detection techniques and the communication recovery process. In addition, it is demonstrated that the duration of DoS attacks directly affects the convergence time of the proposed scheme. Then, a fast finite-time backstepping control (FFTBC) algorithm is established for each follower to track the estimated leader's information, ensuring fast convergence performance regardless of whether the follower states are near or far from the equilibrium point. An approximation-based approach is also presented for reducing the conservatism of the upper estimate of the settling time. An evaluation of the proposed control algorithm under DoS attacks is conducted using a group of wheeled mobile robots.

摘要

本文研究了高阶非完整链式系统在拒绝服务(DoS)攻击下的弹性有限时间一致性跟踪问题。第一步是为每个跟随者开发一种新颖的安全分布式观测器,其中使用正切双曲函数通过引入高增益效应来加速观测器的收敛速度。通过结合基于确认的攻击检测技术和通信恢复过程,将DoS攻击导致的瘫痪连接图修复为初始连接图。此外,证明了DoS攻击的持续时间直接影响所提方案的收敛时间。然后,为每个跟随者建立了一种快速有限时间反步控制(FFTBC)算法,以跟踪估计的领导者信息,确保无论跟随者状态是接近还是远离平衡点都具有快速收敛性能。还提出了一种基于近似的方法来降低稳定时间上界估计的保守性。使用一组轮式移动机器人对所提控制算法在DoS攻击下进行了评估。

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