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Recursive Filtering for 2-D Shift-Varying Systems with Communication Constraints
Engelsk
Bogcover for Recursive Filtering for 2-D Shift-Varying Systems with Communication Constraints af Fan Wang, Zidong Wang, Jinling Liang, 9781032038223
Specifikationer
Sprog:
Engelsk
Sider:
222
ISBN-13:
9781032038223
Indbinding:
Paperback
ISBN-10:
1032038225
Udg. Dato:
9 okt 2024
Størrelse i cm:
23,4 x 15,6
Oplagsdato:
9 okt 2024

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

Engelsk
Paperback 2024
Format:

Bog beskrivelse

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.

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Specifikationer
Sprog:
Engelsk
Sider:
222
ISBN-13:
9781032038223
Indbinding:
Paperback
ISBN-10:
1032038225
Udg. Dato:
9 okt 2024
Størrelse i cm:
23,4 x 15,6
Oplagsdato:
9 okt 2024
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