PID控制器
计算机科学
控制工程
网络数据包
国家(计算机科学)
控制系统
控制理论(社会学)
MATLAB语言
弹性(材料科学)
加密
状态空间
估计员
控制(管理)
网络控制系统
工业控制系统
自动化
估计
人工神经网络
自适应控制
资源(消歧)
互操作性
稳健性(进化)
网络安全
信号(编程语言)
离群值
作者
Di Zhao,Zidong Wang,Guoliang Wei
标识
DOI:10.1201/9781003686743
摘要
This book explores PID control and PI state estimation for complex networked systems facing network-enhanced challenges including fading measurements, time-delays, packet dropouts, and cyber-attacks including PID control problems, PI state estimation and neural networks. It addresses output-feedback control, observer-based control, tracking control, and state estimation across different network conditions, implementing solutions for resource constraints, outlier resistance, and partial measurement scenarios using MATLAB simulations. Key features Presents systematic research on the PID control problem based on the state space method for networked systems Contains everything needed to capture the essence of design and performance evaluation for PID controllers and PI estimators Covers security aspects of encoded transmissions, encompassing encryption protocols and cyber-physical attack resilience Addresses issues such as network-induced complexities, cybersecurity threats, and adaptive control strategies Emphasizes flexible, reliable, and practical solutions for real-world systems, bridging theoretical rigor with engineering applications This book is aimed at graduate students and researchers in control science and engineering, signal processing, and computer science.
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