Stochastic Networked Control Systems Stabilization and Optimization under Information Constraints /

• Κύριοι συγγραφείς: Yüksel, Serdar (Συγγραφέας), Başar, Tamer (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York : Imprint: Birkhäuser, 2013.
• Σειρά: Systems & Control: Foundations & Applications,
• Θέματα: Mathematics.; Computer organization.; Computers.; Information theory.; System theory.; Mathematical optimization.; Electrical engineering.; Information and Communication, Circuits.; Computer Systems Organization and Communication Networks.; Systems Theory, Control.; Communications Engineering, Networks.; Information Systems and Communication Service.; Optimization.

Networked control systems are increasingly ubiquitous today, with applications ranging from vehicle communication and adaptive power grids to space exploration and economics. The optimal design of such systems presents major challenges, requiring tools from various disciplines within applied mathema...

Πίνακας περιεχομένων:

• Introduction
• Part I Information Structures in Networked Control
• Networked Control Systems as Stochastic Team Decision Problems: A General Introduction
• Characterization and Comparison of Information Structures
• Topological Properties of Information Structures: Comparison, Convergence and Optimization
• Part II Stabilization of Networked Control Systems
• Coding for Control and Connections with Information Theory
• Stochastic Stability and Drift Criteria for Markov Chains in Networked Control
• Stochastic Stabilization over Noiseless Channels
• Stochastic Stabilization over Noisy Channels
• Stabilization of Decentralized Systems over Communication Channels
• Part III Optimization in Networked Control: Design of Optimal Policies under Information Constraints
• Optimization of Real-Time Coding and Control Policies: Structural and Existence Results
• Optimal Coding and Control for Linear Gaussian Systems over Gaussian Channels under Quadratic Cost
• Agreement in Teams and the Dynamic Programming Approach under Information Constraints
• A Topological Notions and Optimization
• B Probability Theory and Stochastic Processes
• C Markov Chains, Martingales and Ergodic Processes
• D Markov Decision Theory and Optimality of Markov Policies
• References
• Index.