Security of Cyber Physical Systems State Estimation and Control 1st edition by Chengwei Wu, Weiran Yao, Guanghui Sun, Ligang Wu 3030883507 9783030883508

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Product details:

ISBN-10 :  3030883507 

ISBN-13 :  9783030883508

Author :  Chengwei Wu, Weiran Yao, Guanghui Sun, Ligang Wu 

This book analyzes the secure problems of cyber-physical systems from both the adversary and defender sides. Targeting the challenging security problems of cyber-physical systems under malicious attacks, this book presents some recent novel secure state estimation and control algorithms, in which moving target defense scheme, zero-sum game-theoretical approach, reinforcement learning, neural networks, and intelligent control are adopted. Readers will find not only the valuable secure state estimation and control schemes combined with the approaches aforementioned, but also some vital conclusions for securing cyber-physical systems, for example, the critical value of allowed attack probability, the maximum number of sensors to be attacked, etc. 

Security of Cyber-Physical Systems: State Estimation and Control 1st Table of contents:

1. Introduction
Part I. Secure Estimation and Control for CPSs Under DoS Attacks
2. Optimal DoS Attack Scheduling for CPSs
3. Active Defense Control of CPSs via Sliding Mode
4. Learning Tracking Control for CPSs
5. Intelligent Control for Nonlinear Networked Control Systems
6. Reliable Filtering of Sensor Networks
Part II. Secure Estimation and Control for CPSs Under False Data Injection Attacks
7. Secure Estimation for CPSs via Sliding Mode
8. Zero-Sum Game Based Optimal Secure Control
9. Proactive Secure Control for CPSs
10. Fault-Tolerant Tracking Control for Nonstrict-Feedback Systems
11. Deep Reinforcement Learning Control Approach to Mitigating Attacks
12. Conclusion and Further Work

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