Control subject to computational and communication constraints
: current challenges 1st ed.
Author
Additional Author(s)
Tarbouriech, Sophie
Girard, Antoine
Hetel, Laurentiu
Publisher
Cham, Switzerland : Springer International Publishing, 2018
Language
English
ISBN
9783319784496
Series
Lecture notes in control and information sciences 475
Subject(s)
CONTROL THEORY
COOPERATING OBJECTS (COMPUTER SYSTEMS)
INFORMATION THEORY
Notes
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Abstract
This book provides a broad overview of the current problems, challenges and solutions in the field of control theory, communication theory and computational resources management. Recent results on dynamical systems, which open new opportunities for research and challenges to be addressed in the future, are proposed in the context of computational and communication constraints. In order to take into the account complex phenomena, such as nonlinearities, time-varying parameters and limited availability of information, the book proposes new approaches for open problems with both theoretical and practical significance. The contributors’ research is centred on robust stability and performance of control loops that are subject to computational and communication constraints. A particular focus is placed on the presence of constraints in communication and computation, which is a critical issue in networked control systems and cyber-physical systems. The contributions, which rely on the development of novel paradigms are provided are by leading experts in the field from all over the world, thus providing readers with the most accurate solutions for the constraints. Control subject to Computational and Communication Constraints highlights many problems encountered by control researchers, while also informing graduate students of the many interesting ideas at the frontier between control theory, information theory and computational theory. The book is also a useful point of reference for engineers and practitioners, and the survey chapters will assist instructors in lecture preparation.
