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Control Subject to Computational and Communication Constraints

Editat de Sophie Tarbouriech, Antoine Girard, Laurentiu Hetel
en Limba Engleză Hardback – 4 iun 2018

În analiza sistemelor de control moderne, metodologia de proiectare trebuie să integreze nativ arhitectura de comunicație și resursele de calcul disponibile. Observăm că Control Subject to Computational and Communication Constraints propune o schimbare de paradigmă, mutând accentul de la controlul teoretic ideal către cel aplicat în sisteme cibernetico-fizice, unde latențele și eșantionarea aperiodică sunt reguli, nu excepții. Suntem de părere că volumul reușește să ofere un cadru tehnic riguros pentru gestionarea fenomenelor complexe precum neliniaritățile și parametrii variabili în timp, oferind soluții concrete pentru stabilitatea buclelor de control.

Pe linia practică a lucrării Networked Control Under Communication Constraints, dar cu focus pe optimizarea resurselor computaționale și a arhitecturilor multi-core, acest titlu explorează noi frontiere în teoria informației aplicată. Structura cărții facilitează o progresie logică: Prima Parte este dedicată sistemelor cu comutare și datelor eșantionate, abordând modele de ordin redus și verificarea stabilității prin zonotopi complecși. A doua Parte se concentrează pe arhitecturi event-triggered, introducând concepte esențiale precum feedback-ul de stare și scalarea high-gain pentru dinamici non-liniare.

Putem afirma că lucrarea continuă direcția de cercetare stabilită de editori în volume anterioare, precum Advanced Strategies in Control Systems with Input and Output Constraints, unde accentul era pus pe limitările fizice ale actuatorilor. Aici, perspectiva este extinsă către constrângerile invizibile, dar critice, ale mediului de rețea. Este o resursă tehnică ce balansează demonstrațiile matematice de stabilitate cu necesitățile de implementare în sisteme de control distribuite.

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Specificații

ISBN-13: 9783319784489
ISBN-10: 331978448X
Pagini: 396
Ilustrații: XIX, 376 p.
Dimensiuni: 160 x 241 x 26 mm
Greutate: 0.83 kg
Ediția:1st ed. 2018
Editura: Springer
Locul publicării:Cham, Switzerland

De ce să citești această carte

Această carte este esențială pentru inginerii de control și cercetătorii care dezvoltă sisteme cibernetico-fizice. Cititorul câștigă acces la metodologii avansate de reducere a traficului de date prin tehnici event-triggered și strategii de co-design pentru sisteme multi-core. Este o recomandare fermă pentru cei care doresc să depășească limitările clasice ale eșantionării periodice, optimizând performanța în prezența resurselor de calcul limitate.


Despre autor

Sophie Tarbouriech este cercetător de renume la LAAS-CNRS în Toulouse, Franța, cu o expertiză vastă în sisteme de control cu saturație și constrângeri. Laurentiu Hetel contribuie cu o viziune modernă asupra sistemelor cu date eșantionate și a controlului în rețea. Împreună cu Antoine Girard, aceștia au coordonat o echipă internațională de experți pentru a acoperi intersecția dintre teoria controlului și informatică. Opera lor colectivă reflectă o preocupare constantă pentru stabilitatea sistemelor complexe, de la biologie teoretică până la aplicații aerospațiale.


Cuprins

Part I: Switched and Sampled-Data Systems.- Chapter 1. Minimal and Reduced Order Models for Aperiodic Sampled Data Systems.- Chapter 2. Stabilizability and Control Co-Design for Discrete-Time Switched Linear Systems.- Chapter 3. Stability Analysis of Singularly Perturbed Switched Linear Systems.- Chapter 4. Stability of LTI Systems with Distributed Sensors and Aperiodic Sampling.- Chapter 5. Template Complex Zonotope Based Stability Verification.- Chapter 6. Timing Contracts for Multi-core Embedded Control Systems.- Part II: Event-Triggered Architectures.- Chapter 7. Time-regularized and Periodic Event-Triggered Control for Linear Systems.- Chapter 8. Event-triggered State-feedback via Dynamic High-Gain Scaling for Non Linearly Bounded Upper Triangular Dynamics.- Chapter 9. Insights on Event-Triggered Control for Linear Systems Subject to Norm-Bounded Uncertainty.- Chapter 10. Abstracted Models for Scheduling of Event-Triggered Control Data Traffic.- Chapter 11. Resilient Self-Triggered Network Synchronization.- Part III: Distributed Control of Cyber-Physical Systems.- Chapter 12. Distributed Hybrid Control Synthesis for Multi-Agent Systems from High-Level Specifications.- Chapter 13. Modeling and Co-design of Control Tasks Over Wireless Networking Protocols.- Chapter 14. Discontinuities, Generalized Solutions and (Dis)Agreement in Opinion Dynamics.- Chapter 15. Information Constraints in Multiple Agent Problems with i.i.d. States.- Chapter 16. Networked Hybrid Dynamical Systems: Models, Specifications, and Tools.- Chapter 17. Stabilization of Linear Hyperbolic Systems Of Balance Laws with Measurement Errors.


Notă biografică

Sophie Tarbouriech received the PhD degree in Control Theory in 1991 and the HDR degree (Habilitation à Diriger des Recherches) in 1998 from University Paul Sabatier, Toulouse, France. Currently, she is full-time researcher (Directeur de Recherche) in LAAS-CNRS, Toulouse. Her main research interests include analysis and control of linear and nonlinear systems with constraints (limited information), hybrid dynamical systems. She is currently Associate Editor for IEEE Transactions on Automatic Control, Automatica and European Journal of Control. She is also in the  Editorial Board of International Journal of Robust and Nonlinear Control. She is also Senior Editor for IEEE  Control Systems Letters. Since 1999, she is Associate Editor at the Conference Editorial Board  of the IEEE Control Systems Society. She is also a member of the IFAC technical committee on Robust Control and Nonlinear Systems. She is also member of the IEEE Technical Committee on Hybrid Systems.

Antoine Girard is a Senior Researcher at CNRS and a member of the Laboratory of Signals and Systems. He received the Ph.D. degree in applied mathematics from Grenoble Institute of Technology, in 2004. From 2006 to 2015, he was an Assistant/Associate Professor at the Université Grenoble-Alpes. In November 2015, he joined the CNRS as a Senior Researcher. His research interests deal with analysis and control of hybrid systems. He is also interested in multi-agent and distributed parameter systems. Antoine Girard received the George S. Axelby Outstanding Paper Award from the IEEE Control Systems Society in 2009. In 2014, he was awarded the CNRS Bronze Medal. In 2015, he was appointed as a junior member of the Institut Universitaire de France (IUF). In 2016, he was awarded an ERC Consolidator Grant.

Laurentiu Hetel received the Ph.D. Degree in Automatic Control from the Institut National Polytechnique de Lorraine, Nancy University, France,in 2007. Since October 2008 he has been Associate Scientist (Chargé de Recherche) at CNRS. He works with the Centre de Recherche en Informatique, Signal et Automatique de Lille (CRIStAL, CNRS UMR 9189) in Lille, France. His research interests include stability and control of hybrid and sampled-data systems.


Textul de pe ultima copertă

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.

Caracteristici

Proposes new approaches for open problems with theoretical and practical impacts Provides survey chapters as inspiration for lecture topics Elucidates a complex set of multidisciplinary problems at the frontiers of control, computation and information theories