State Estimation for Distributed Systems with Stochastic and Set-membership Uncertainties

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Publisher : KIT Scientific Publishing
ISBN 13 : 3731501244
Total Pages : 289 pages
Book Rating : 4.7/5 (315 download)

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Book Synopsis State Estimation for Distributed Systems with Stochastic and Set-membership Uncertainties by : Noack, Benjamin

Download or read book State Estimation for Distributed Systems with Stochastic and Set-membership Uncertainties written by Noack, Benjamin and published by KIT Scientific Publishing. This book was released on 2014-01-02 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt:

State Estimation for Distributed Systems With Stochastic and Set-membership Uncertainties

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Publisher :
ISBN 13 : 9781013282003
Total Pages : 284 pages
Book Rating : 4.2/5 (82 download)

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Book Synopsis State Estimation for Distributed Systems With Stochastic and Set-membership Uncertainties by : Benjamin Noack

Download or read book State Estimation for Distributed Systems With Stochastic and Set-membership Uncertainties written by Benjamin Noack and published by . This book was released on 2020-10-09 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: State estimation techniques for centralized, distributed, and decentralized systems are studied. An easy-to-implement state estimation concept is introduced that generalizes and combines basic principles of Kalman filter theory and ellipsoidal calculus. By means of this method, stochastic and set-membership uncertainties can be taken into consideration simultaneously. Different solutions for implementing these estimation algorithms in distributed networked systems are presented. This work was published by Saint Philip Street Press pursuant to a Creative Commons license permitting commercial use. All rights not granted by the work's license are retained by the author or authors.

Linear Estimation in Interconnected Sensor Systems with Information Constraints

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Publisher : KIT Scientific Publishing
ISBN 13 : 3731503425
Total Pages : 264 pages
Book Rating : 4.7/5 (315 download)

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Book Synopsis Linear Estimation in Interconnected Sensor Systems with Information Constraints by : Reinhardt, Marc

Download or read book Linear Estimation in Interconnected Sensor Systems with Information Constraints written by Reinhardt, Marc and published by KIT Scientific Publishing. This book was released on 2015-04-15 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Deterministic Sampling for Nonlinear Dynamic State Estimation

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Publisher : KIT Scientific Publishing
ISBN 13 : 3731504731
Total Pages : 200 pages
Book Rating : 4.7/5 (315 download)

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Book Synopsis Deterministic Sampling for Nonlinear Dynamic State Estimation by : Gilitschenski, Igor

Download or read book Deterministic Sampling for Nonlinear Dynamic State Estimation written by Gilitschenski, Igor and published by KIT Scientific Publishing. This book was released on 2016-04-19 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Multisensor Data Fusion

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Publisher : CRC Press
ISBN 13 : 1482263750
Total Pages : 639 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Multisensor Data Fusion by : Hassen Fourati

Download or read book Multisensor Data Fusion written by Hassen Fourati and published by CRC Press. This book was released on 2017-12-19 with total page 639 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multisensor Data Fusion: From Algorithms and Architectural Design to Applications covers the contemporary theory and practice of multisensor data fusion, from fundamental concepts to cutting-edge techniques drawn from a broad array of disciplines. Featuring contributions from the world’s leading data fusion researchers and academicians, this authoritative book: Presents state-of-the-art advances in the design of multisensor data fusion algorithms, addressing issues related to the nature, location, and computational ability of the sensors Describes new materials and achievements in optimal fusion and multisensor filters Discusses the advantages and challenges associated with multisensor data fusion, from extended spatial and temporal coverage to imperfection and diversity in sensor technologies Explores the topology, communication structure, computational resources, fusion level, goals, and optimization of multisensor data fusion system architectures Showcases applications of multisensor data fusion in fields such as medicine, transportation's traffic, defense, and navigation Multisensor Data Fusion: From Algorithms and Architectural Design to Applications is a robust collection of modern multisensor data fusion methodologies. The book instills a deeper understanding of the basics of multisensor data fusion as well as a practical knowledge of the problems that can be faced during its execution.

Tracking Extended Objects in Noisy Point Clouds with Application in Telepresence Systems

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Publisher : KIT Scientific Publishing
ISBN 13 : 3731505177
Total Pages : 230 pages
Book Rating : 4.7/5 (315 download)

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Book Synopsis Tracking Extended Objects in Noisy Point Clouds with Application in Telepresence Systems by : Faion, Florian

Download or read book Tracking Extended Objects in Noisy Point Clouds with Application in Telepresence Systems written by Faion, Florian and published by KIT Scientific Publishing. This book was released on 2016-09-13 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Directional Estimation for Robotic Beating Heart Surgery

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Publisher : KIT Scientific Publishing
ISBN 13 : 3731503824
Total Pages : 274 pages
Book Rating : 4.7/5 (315 download)

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Book Synopsis Directional Estimation for Robotic Beating Heart Surgery by : Kurz, Gerhard

Download or read book Directional Estimation for Robotic Beating Heart Surgery written by Kurz, Gerhard and published by KIT Scientific Publishing. This book was released on 2015-05-26 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Multitarget Tracking Using Orientation Estimation for Optical Belt Sorting

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Publisher : KIT Scientific Publishing
ISBN 13 : 3731509326
Total Pages : 270 pages
Book Rating : 4.7/5 (315 download)

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Book Synopsis Multitarget Tracking Using Orientation Estimation for Optical Belt Sorting by : Pfaff, Florian

Download or read book Multitarget Tracking Using Orientation Estimation for Optical Belt Sorting written by Pfaff, Florian and published by KIT Scientific Publishing. This book was released on 2019-10-31 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Optimal Sequence-Based Control of Networked Linear Systems

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Publisher : KIT Scientific Publishing
ISBN 13 : 3731503050
Total Pages : 186 pages
Book Rating : 4.7/5 (315 download)

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Book Synopsis Optimal Sequence-Based Control of Networked Linear Systems by : Fischer, Joerg

Download or read book Optimal Sequence-Based Control of Networked Linear Systems written by Fischer, Joerg and published by KIT Scientific Publishing. This book was released on 2015-01-12 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Intraoperative Planning and Execution of Arbitrary Orthopedic Interventions Using Handheld Robotics and Augmented Reality

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Publisher : KIT Scientific Publishing
ISBN 13 : 3731508001
Total Pages : 244 pages
Book Rating : 4.7/5 (315 download)

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Book Synopsis Intraoperative Planning and Execution of Arbitrary Orthopedic Interventions Using Handheld Robotics and Augmented Reality by : Klemm, Martin

Download or read book Intraoperative Planning and Execution of Arbitrary Orthopedic Interventions Using Handheld Robotics and Augmented Reality written by Klemm, Martin and published by KIT Scientific Publishing. This book was released on 2018-11-23 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Tracking Extended Objects with Active Models and Negative Measurements

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Publisher : KIT Scientific Publishing
ISBN 13 : 373150877X
Total Pages : 214 pages
Book Rating : 4.7/5 (315 download)

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Book Synopsis Tracking Extended Objects with Active Models and Negative Measurements by : Zea Cobo, Antonio Kleber

Download or read book Tracking Extended Objects with Active Models and Negative Measurements written by Zea Cobo, Antonio Kleber and published by KIT Scientific Publishing. This book was released on 2019-04-09 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Communication-Protocol-Based Filtering and Control of Networked Systems

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Publisher : Springer Nature
ISBN 13 : 3030975126
Total Pages : 222 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Communication-Protocol-Based Filtering and Control of Networked Systems by : Lei Zou

Download or read book Communication-Protocol-Based Filtering and Control of Networked Systems written by Lei Zou and published by Springer Nature. This book was released on 2022-05-03 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: Communication-Protocol-Based Filtering and Control of Networked Systems is a self-contained treatment of the state of the art in communication-protocol-based filtering and control; recent advances in networked systems; and the potential for application in sensor networks. This book provides new concepts, new models and new methodologies with practical significance in control engineering and signal processing. The book first establishes signal-transmission models subject to different communication protocols and then develops new filter design techniques based on those models and preset requirements for filtering performance. The authors then extend this work to finite-horizon H-infinity control, ultimately bounded control and finite-horizon consensus control. The focus throughout is on three typical communications protocols: the round-robin, random-access and try-once-and-discard protocols, and the systems studied are drawn from a variety of classes, among them nonlinear systems, time-delayed and time-varying systems, multi-agent systems and complex networks. Readers are shown the latest techniques—recursive linear matrix inequalities, backward recursive difference equations, stochastic analysis and mapping methods. The unified framework for communication-protocol-based filtering and control for different networked systems established in the book will be of interest to academic researchers and practicing engineers working with communications and other signal-processing systems. Senior undergraduate and graduate students looking to increase their knowledge of current methods in control and signal processing of networked systems will also find this book valuable.

Security and Resilience in Cyber-Physical Systems

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Publisher : Springer Nature
ISBN 13 : 303097166X
Total Pages : 383 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Security and Resilience in Cyber-Physical Systems by : Masoud Abbaszadeh

Download or read book Security and Resilience in Cyber-Physical Systems written by Masoud Abbaszadeh and published by Springer Nature. This book was released on 2022-08-08 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses the latest advances in cyber-physical security and resilience of cyber-physical systems, including cyber-attack detection, isolation, situation awareness, resilient estimation and resilient control under attack. It presents both theoretical results and important applications of the methods. Security and Resilience in Cyber-Physical Systems begins by introducing the topic of cyber-physical security, covering state-of-the-art trends in both theory and applications, as well as some of the emerging methodologies and future directions for research. It then moves on to detail theoretical methods of attack detection, resilient estimation and control within cyber-physical systems, before discussing their various applications, such as power generation and distribution, autonomous systems, wireless communication networks and chemical plants. Focusing on the detection of and accommodation to cyber-attacks on cyber-physical systems, and including both estimation and artificial-intelligence-based methods, this book will be of interest to researchers, engineers and graduate students within the fields of cyber-physical security and resilient control.

Stochastic Control and Filtering over Constrained Communication Networks

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Publisher : Springer
ISBN 13 : 3030001571
Total Pages : 222 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Stochastic Control and Filtering over Constrained Communication Networks by : Qinyuan Liu

Download or read book Stochastic Control and Filtering over Constrained Communication Networks written by Qinyuan Liu and published by Springer. This book was released on 2018-10-24 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: ​Stochastic Control and Filtering over Constrained Communication Networks presents up-to-date research developments and novel methodologies on stochastic control and filtering for networked systems under constrained communication networks. It provides a framework of optimal controller/filter design, resilient filter design, stability and performance analysis for the systems considered, subject to various kinds of communication constraints, including signal-to-noise constraints, bandwidth constraints, and packet drops. Several techniques are employed to develop the controllers and filters desired, including: recursive Riccati equations; matrix decomposition; optimal estimation theory; and mathematical optimization methods. Readers will benefit from the book’s new concepts, models and methodologies that have practical significance in control engineering and signal processing. Stochastic Control and Filtering over Constrained Communication Networks is a practical research reference for engineers dealing with networked control and filtering problems. It is also of interest to academics and students working in control and communication networks.

Nonlinear Control and Filtering for Stochastic Networked Systems

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Publisher : CRC Press
ISBN 13 : 0429761937
Total Pages : 226 pages
Book Rating : 4.4/5 (297 download)

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Book Synopsis Nonlinear Control and Filtering for Stochastic Networked Systems by : Lifeng Ma

Download or read book Nonlinear Control and Filtering for Stochastic Networked Systems written by Lifeng Ma and published by CRC Press. This book was released on 2018-12-07 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, control and filtering problems for several classes of stochastic networked systems are discussed. In each chapter, the stability, robustness, reliability, consensus performance, and/or disturbance attenuation levels are investigated within a unified theoretical framework. The aim is to derive the sufficient conditions such that the resulting systems achieve the prescribed design requirements despite all the network-induced phenomena. Further, novel notions such as randomly occurring sensor failures and consensus in probability are discussed. Finally, the theories/techniques developed are applied to emerging research areas. Key Features Unifies existing and emerging concepts concerning stochastic control/filtering and distributed control/filtering with an emphasis on a variety of network-induced complexities Includes concepts like randomly occurring sensor failures and consensus in probability (with respect to time-varying stochastic multi-agent systems) Exploits the recursive linear matrix inequality approach, completing the square method, Hamilton-Jacobi inequality approach, and parameter-dependent matrix inequality approach to handle the emerging mathematical/computational challenges Captures recent advances of theories, techniques, and applications of stochastic control as well as filtering from an engineering-oriented perspective Gives simulation examples in each chapter to reflect the engineering practice

Networked Nonlinear Stochastic Time-Varying Systems

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Publisher : CRC Press
ISBN 13 : 1000433722
Total Pages : 278 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Networked Nonlinear Stochastic Time-Varying Systems by : Hongli Dong

Download or read book Networked Nonlinear Stochastic Time-Varying Systems written by Hongli Dong and published by CRC Press. This book was released on 2021-09-10 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: Networked Non-linear Stochastic Time-Varying Systems: Analysis and Synthesis copes with the filter design, fault estimation and reliable control problems for different classes of nonlinear stochastic time-varying systems with network-enhanced complexities. Divided into three parts, the book discusses the finite-horizon filtering, fault estimation and reliable control, and randomly occurring nonlinearities/uncertainties followed by designing of distributed state and fault estimators, and distributed filters. The third part includes problems of variance-constrained H∞ state estimation, partial-nodes-based state estimation and recursive filtering for nonlinear time-varying complex networks with randomly varying topologies, and random coupling strengths. Offers a comprehensive treatment of the topics related to Networked Nonlinear Stochastic Time-Varying Systems with rigorous math foundation and derivation Unifies existing and emerging concepts concerning control/filtering/estimation and distributed filtering Provides a series of latest results by drawing on the conventional theories of systems science, control engineering and signal processing Deal with practical engineering problems such as event triggered H∞ filtering, non-fragile distributed estimation, recursive filtering, set-membership filtering Demonstrates illustrative examples in each chapter to verify the correctness of the proposed results This book is aimed at engineers, mathematicians, scientists, and upper-level students in the fields of control engineering, signal processing, networked control systems, robotics, data analysis, and automation.

State Estimation and Fault Diagnosis under Imperfect Measurements

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Publisher : CRC Press
ISBN 13 : 1000641066
Total Pages : 223 pages
Book Rating : 4.0/5 (6 download)

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Book Synopsis State Estimation and Fault Diagnosis under Imperfect Measurements by : Yang Liu

Download or read book State Estimation and Fault Diagnosis under Imperfect Measurements written by Yang Liu and published by CRC Press. This book was released on 2022-08-31 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: The objective of this book is to present the up-to-date research developments and novel methodologies on state estimation and fault diagnosis (FD) techniques for a class of complex systems subject to closed-loop control, nonlinearities, and stochastic phenomena. It covers state estimation design methodologies and FD unit design methodologies including framework of optimal filter and FD unit design, robust filter and FD unit design, stability, and performance analysis for the considered systems subject to various kinds of complex factors. Features: Reviews latest research results on the state estimation and fault diagnosis issues. Presents comprehensive framework constituted for systems under imperfect measurements. Includes quantitative performance analyses to solve problems in practical situations. Provides simulation examples extracted from practical engineering scenarios. Discusses proper and novel techniques such as the Carleman approximation and completing the square method is employed to solve the mathematical problems. This book aims at Graduate students, Professionals and Researchers in Control Science and Application, Stochastic Process, Fault Diagnosis, and Instrumentation and Measurement.