Central Library

Recursive filtering for 2-D shift-varying systems with communication constraints / (Record no. 71393)

000 -LEADER
fixed length control field 05542cam a22005531i 4500
001 - CONTROL NUMBER
control field 9781003189213
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20220711212504.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 210720s2021 flua o 000 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9781000429305
-- (ePub ebook)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 100042930X
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9781000429299
-- (PDF ebook)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 1000429296
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9781003189213
-- (ebook)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 1003189210
082 04 - CLASSIFICATION NUMBER
Call Number 629.8312
100 1# - AUTHOR NAME
Author Liang, Jinling,
245 10 - TITLE STATEMENT
Title Recursive filtering for 2-D shift-varying systems with communication constraints /
250 ## - EDITION STATEMENT
Edition statement 1st.
300 ## - PHYSICAL DESCRIPTION
Number of Pages 1 online resource :
500 ## - GENERAL NOTE
Remark 1 <P><STRONG>1. Introduction</STRONG></P><P>1.1 2-D Systems</P><P>1.2 Communication Constraints</P><P>1.3 Recent Progress on Filtering for 2-D Systems</P><P>1.4 Outline</P><B><P>2. Minimum-Variance Recursive Filtering for Two-Dimensional Systems with Degraded Measurements: Boundedness and Monotonicity </P></B><P>2.1 Problem Formulation</P><P>2.2 The Minimum-Variance Filter Design</P><P>2.3 Performance Analysis</P><P>2.4 Numerical Example</P><P>2.5 Summary</P><B><P>3. Robust Kalman Filtering for Two-Dimensional Systems with Multiplicative Noises and Measurement Degradations</P></B><P>3.1 Problem Formulation and Preliminaries</P><P>3.2 Upper Bound for The Generalized Error Variance</P><P>3.3 Suboptimal Filter Design</P><P>3.4 Numerical Example</P><P>3.5 Summary</P><B><P>4. Robust Finite-Horizon Filtering for Two-Dimensional Systems with Randomly Varying Sensor Delays</P></B><P>4.1 Problem Formulation</P><P>4.2 Preliminaries</P><P>4.3 Finite-Horizon Robust Kalman Filter Design</P><P>4.4 Numerical Example</P><P>4.5 Summary</P><B><P>5. Recursive Filtering for Two-Dimensional Systems with Missing Measurements subject to Uncertain Probabilities</P></B><P>5.1 Problem Formulation</P><P>5.2 Recursive Filter Design</P><P>5.3 Numerical Example</P><P>5.4 Summary</P><B><P>6. Resilient State Estimation for Two-Dimensional Shift-Varying Systems with Redundant Channels</P></B><P>6.1 Problem Formulation and Preliminaries</P><P>6.2 Resilient Filter Design</P><P>6.3 Numerical Examples</P><P>6.4 Summary</P><B><P>7. Recursive Distributed Filtering for Two-Dimensional Shift-Varying Systems Over Sensor Networks Under Random Access Protocols</P></B><P>7.1 Problem Formulation and Preliminaries</P><P>7.2 Main Results</P><P>7.3 Numerical Example</P><P>7.4 Summary</P><B><P>8. Resilient Filtering for Linear Shift-Varying Repetitive Processes under Uniform Quantizations and Round-Robin Protocols</P></B><P>8.1 Problem Formulation </P><P>8.2 Main Results </P><P>8.3 Numerical Example</P><P>8.4 Summary</P><B><P>9. Event-Triggered Recursive Filtering for Shift-Varying Linear Repetitive Processes</P></B><P>9.1 Problem Formulation</P><P>9.2 Main Results</P><P>9.3 Numerical Example</P><P>9.4 Summary</P><B><P>10. Conclusions and Future Topics </P></B>
520 ## - SUMMARY, ETC.
Summary, etc 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.
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
General subdivision Mathematics.
700 1# - AUTHOR 2
Author 2 Wang, Zidong,
700 1# - AUTHOR 2
Author 2 Wang, Fan,
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier https://www.taylorfrancis.com/books/9781003189213
856 42 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type eBooks
264 #1 -
-- Boca Raton :
-- CRC Press,
-- 2021.
336 ## -
-- text
-- rdacontent
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-- still image
-- rdacontent
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-- computer
-- rdamedia
338 ## -
-- online resource
-- rdacarrier
588 ## -
-- OCLC-licensed vendor bibliographic record.
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Control theory
650 #7 - SUBJECT ADDED ENTRY--SUBJECT 1
-- COMPUTERS / Networking / General
650 #7 - SUBJECT ADDED ENTRY--SUBJECT 1
-- TECHNOLOGY / Electricity

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