Recursive Filtering for 2-D Shift-Varying Systems with Communication Constraints - Brossura

Liang, Jinling; Wang, Zidong; Wang, Fan

 
9781032038223: Recursive Filtering for 2-D Shift-Varying Systems with Communication Constraints
Brossura
ISBN 10: 1032038225 ISBN 13: 9781032038223
Casa editrice: CRC Press, 2024

Sinossi

This book presents up-to-date research developments and novel methodologies regarding recursive filtering for 2-D shift-varying systems with various communication constraints. It investigates recursive filter/estimator design and performance analysis by a combination of intensive stochastic analysis, recursive Riccati-like equations, variance-constrained approach, and mathematical induction. Each chapter considers dynamics of the system, subtle design of filter gains, and effects of the communication constraints on filtering performance. Effectiveness of the derived theories and applicability of the developed filtering strategies are illustrated via simulation examples and practical insight.

Features:-

  • Covers recent advances of recursive filtering for 2-D shift-varying systems subjected to communication constraints from the engineering perspective.

  • Includes the recursive filter design, resilience operation and performance analysis for the considered 2-D shift-varying systems.

  • Captures the essence of the design for 2-D recursive filters.

  • Develops a series of latest results about the robust Kalman filtering and protocol-based filtering.

  • Analyzes recursive filter design and filtering performance for the considered systems.

This book aims at graduate students and researchers in mechanical engineering, industrial engineering, communications networks, applied mathematics, robotics and control systems.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Informazioni sull?autore

Jinling Liang, Zidong Wang, Fan Wang

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
CRC Press
Data di pubblicazione
2024
Lingua
Inglese
ISBN 10 
1032038225
ISBN 13 
9781032038223
Rilegatura
Copertina flessibile
Numero edizione
1
Numero di pagine
244
Contatto del produttore
non disponibile
Persona responsabile
non disponibile

Altre edizioni note dello stesso titolo

9781032038179: Recursive Filtering for 2-D Shift-Varying Systems with Communication Constraints

Edizione in evidenza

ISBN 10:  1032038179 ISBN 13:  9781032038179
Casa editrice: CRC Press, 2021
Rilegato