A New Recursive Filter For Systems With Multiplicative Noise
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A New Recursive Filter For Systems With Multiplicative Noise
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Author : Ben-Shung Chow
language : en
Publisher:
Release Date : 1988
A New Recursive Filter For Systems With Multiplicative Noise written by Ben-Shung Chow and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with categories.
Distributed Filtering Control And Synchronization
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Author : Fei Han
language : en
Publisher: Springer Nature
Release Date : 2022-03-24
Distributed Filtering Control And Synchronization written by Fei Han and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-24 with Technology & Engineering categories.
This book establishes a unified framework for dealing with typical engineering complications arising in modern, complex, large-scale networks such as parameter uncertainties, missing measurement and cyber-attack. Distributed Filtering, Control and Synchronization is a timely reflection on methods designed to handle a series of control and signal-processing issues in modern industrial engineering practice in areas like power grids and environmental monitoring. It exploits the latest techniques to handle the emerging mathematical and computational challenges arising from, among other things, the dynamic topologies of distributed systems and in the context of sensor networks and multi-agent systems. These techniques include recursive linear matrix inequalities, local-performance and stochastic analyses and techniques based on matrix theory. Readers interested in the theory and application of control and signal processing will find much to interest them in the new models and methods presented in this book. Academic researchers can find ideas for developing their own research, graduate and advanced undergraduate students will be made aware of the state of the art, and practicing engineers will find methods for addressing practical difficulties besetting modern networked systems
Recursive Filtering For 2 D Shift Varying Systems With Communication Constraints
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Author : Jinling Liang
language : en
Publisher: CRC Press
Release Date : 2021-09-05
Recursive Filtering For 2 D Shift Varying Systems With Communication Constraints written by Jinling Liang and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-05 with Computers categories.
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.
Multi Sensor Filtering Fusion With Censored Data Under A Constrained Network Environment
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Author : Hang Geng
language : en
Publisher: CRC Press
Release Date : 2024-08-26
Multi Sensor Filtering Fusion With Censored Data Under A Constrained Network Environment written by Hang Geng and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-26 with Technology & Engineering categories.
This book presents the up-to-date research developments and novel methodologies on multi-sensor filtering fusion (MSFF) for a class of complex systems subject to censored data under a constrained network environment. The contents of this book are divided into two parts covering centralized and distributed MSFF design methodologies. The work provides a framework of optimal centralized/distributed filter design and stability and performance analysis for the considered systems along with designed filters. Simulations presented in this book are implemented using MATLAB. Features: Includes concepts, backgrounds and models on censored data, filtering fusion and communication constraints. Reviews case studies to provide clear engineering insights into the developed fusion theories and techniques. Provides theoretic values and engineering insights of the censored data and constrained network. Discusses performance evaluation of the presented multi-sensor fusion algorithms. Explores promising research directions on future multi-sensor fusion. This book is aimed at graduate students and researchers in networked control, sensor networks, and data fusion.
Analysis And Synthesis For Interval Type 2 Fuzzy Model Based Systems
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Author : Hongyi Li
language : en
Publisher: Springer
Release Date : 2016-02-29
Analysis And Synthesis For Interval Type 2 Fuzzy Model Based Systems written by Hongyi Li and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-02-29 with Technology & Engineering categories.
This book develops a set of reference methods capable of modeling uncertainties existing in membership functions, and analyzing and synthesizing the interval type-2 fuzzy systems with desired performances. It also provides numerous simulation results for various examples, which fill certain gaps in this area of research and may serve as benchmark solutions for the readers. Interval type-2 T-S fuzzy models provide a convenient and flexible method for analysis and synthesis of complex nonlinear systems with uncertainties.
Nonlinear Stochastic Systems With Network Induced Phenomena
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Author : Jun Hu
language : en
Publisher: Springer
Release Date : 2014-07-21
Nonlinear Stochastic Systems With Network Induced Phenomena written by Jun Hu and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-07-21 with Technology & Engineering categories.
This monograph introduces methods for handling filtering and control problems in nonlinear stochastic systems arising from network-induced phenomena consequent on limited communication capacity. Such phenomena include communication delay, packet dropout, signal quantization or saturation, randomly occurring nonlinearities and randomly occurring uncertainties. The text is self-contained, beginning with an introduction to nonlinear stochastic systems, network-induced phenomena and filtering and control, moving through a collection of the latest research results which focuses on the three aspects of: · the state-of-the-art of nonlinear filtering and control; · recent advances in recursive filtering and sliding mode control; and · their potential for application in networked control systems, and concluding with some ideas for future research work. New concepts such as the randomly occurring uncertainty and the probability-constrained performance index are proposed to make the network models as realistic as possible. The power of combinations of such recent tools as the completing-the-square and sums-of-squares techniques, Hamilton‒Jacobi‒Isaacs matrix inequalities, difference linear matrix inequalities and parameter-dependent matrix inequalities is exploited in treating the mathematical and computational challenges arising from nonlinearity and stochasticity. Nonlinear Stochastic Systems with Network-Induced Phenomena establishes a unified framework of control and filtering which will be of value to academic researchers in bringing structure to problems associated with an important class of networked system and offering new means of solving them. The significance of the new concepts, models and methods presented for practical control engineering and signal processing will also make it a valuable reference for engineers dealing with nonlinear control and filtering problems.
Performance Analysis And Synthesis For Discrete Time Stochastic Systems With Network Enhanced Complexities
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Author : Derui Ding
language : en
Publisher: CRC Press
Release Date : 2018-10-11
Performance Analysis And Synthesis For Discrete Time Stochastic Systems With Network Enhanced Complexities written by Derui Ding and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-11 with Mathematics categories.
The book addresses the system performance with a focus on the network-enhanced complexities and developing the engineering-oriented design framework of controllers and filters with potential applications in system sciences, control engineering and signal processing areas. Therefore, it provides a unified treatment on the analysis and synthesis for discrete-time stochastic systems with guarantee of certain performances against network-enhanced complexities with applications in sensor networks and mobile robotics. Such a result will be of great importance in the development of novel control and filtering theories including industrial impact. Key Features Provides original methodologies and emerging concepts to deal with latest issues in the control and filtering with an emphasis on a variety of network-enhanced complexities Gives results of stochastic control and filtering distributed control and filtering, and security control of complex networked systems Captures the essence of performance analysis and synthesis for stochastic control and filtering Concepts and performance indexes proposed reflect the requirements of engineering practice Methodologies developed in this book include backward recursive Riccati difference equation approach and the discrete-time version of input-to-state stability in probability
Electrical Engineering At The University Of Wisconsin In Madison 1891 1991
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Author : Thomas James Higgins
language : en
Publisher:
Release Date : 1991
Electrical Engineering At The University Of Wisconsin In Madison 1891 1991 written by Thomas James Higgins and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with Education, Higher categories.
1987 Ieee International Symposium On Circuits And Systems
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Author :
language : en
Publisher:
Release Date : 1987
1987 Ieee International Symposium On Circuits And Systems written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987 with Electric filters categories.
Proceedings Of The American Control Conference
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Author :
language : en
Publisher:
Release Date : 1987
Proceedings Of The American Control Conference written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987 with Automatic control categories.