Distributed Fusion Estimation For Sensor Networks With Communication Constraints
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Distributed Fusion Estimation For Sensor Networks With Communication Constraints
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Author : Wen-An Zhang
language : en
Publisher:
Release Date : 2016
Distributed Fusion Estimation For Sensor Networks With Communication Constraints written by Wen-An Zhang and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with categories.
Distributed Fusion Estimation For Sensor Networks With Communication Constraints
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Author : Wen-An Zhang
language : en
Publisher: Springer
Release Date : 2016-05-27
Distributed Fusion Estimation For Sensor Networks With Communication Constraints written by Wen-An Zhang and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-05-27 with Technology & Engineering categories.
This book systematically presents energy-efficient robust fusion estimation methods to achieve thorough and comprehensive results in the context of network-based fusion estimation. It summarizes recent findings on fusion estimation with communication constraints; several novel energy-efficient and robust design methods for dealing with energy constraints and network-induced uncertainties are presented, such as delays, packet losses, and asynchronous information... All the results are presented as algorithms, which are convenient for practical applications.
Multisensor Fusion Estimation Theory And Application
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Author : Liping Yan
language : en
Publisher: Springer Nature
Release Date : 2020-11-11
Multisensor Fusion Estimation Theory And Application written by Liping Yan and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-11 with Technology & Engineering categories.
This book focuses on the basic theory and methods of multisensor data fusion state estimation and its application. It consists of four parts with 12 chapters. In Part I, the basic framework and methods of multisensor optimal estimation and the basic concepts of Kalman filtering are briefly and systematically introduced. In Part II, the data fusion state estimation algorithms under networked environment are introduced. Part III consists of three chapters, in which the fusion estimation algorithms under event-triggered mechanisms are introduced. Part IV consists of two chapters, in which fusion estimation for systems with non-Gaussian but heavy-tailed noises are introduced. The book is primarily intended for researchers and engineers in the field of data fusion and state estimation. It also benefits for both graduate and undergraduate students who are interested in target tracking, navigation, networked control, etc.
Data Fusion In Wireless Sensor Networks
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Author : Domenico Ciuonzo
language : en
Publisher: Institution of Engineering and Technology
Release Date : 2019-03-11
Data Fusion In Wireless Sensor Networks written by Domenico Ciuonzo and has been published by Institution of Engineering and Technology this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-03-11 with Technology & Engineering categories.
The role of data fusion has been expanding in recent years through the incorporation of pervasive applications, where the physical infrastructure is coupled with information and communication technologies, such as wireless sensor networks for the internet of things (IoT), e-health and Industry 4.0. In this edited reference, the authors provide advanced tools for the design, analysis and implementation of inference algorithms in wireless sensor networks.
Secure Fusion Estimation And Control For Cyber Physical Systems Under Malicious Attacks
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Author : Bo Chen
language : en
Publisher: Springer Nature
Release Date : 2025-01-03
Secure Fusion Estimation And Control For Cyber Physical Systems Under Malicious Attacks written by Bo Chen and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-03 with Technology & Engineering categories.
The book focuses on the issues of secure fusion estimation and control in cyber-physical systems under cyber-attacks, such as privacy protection under eavesdropping attacks, security fusion estimation under DoS and FDI attacks, and model-based and model-free security control under cyber-attacks. The comprehensive and systematic treatment of security protection in cyber-physical systems is one of the main features of the book, which is particularly suitable for readers interested in learning practical solutions for the security of cyber-physical systems. The book can benefit researchers, engineers and graduate students in the fields of control science and engineering, computer science, communication engineering, etc.
Wireless Sensor And Actuator Networks
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Author : Roberto Verdone
language : en
Publisher: Academic Press
Release Date : 2010-07-27
Wireless Sensor And Actuator Networks written by Roberto Verdone and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-07-27 with Technology & Engineering categories.
When choosing the technology options to develop a wireless sensor network (WSN), it is vital that their performance levels can be assessed for the type of application intended. This book describes the different technology options – MAC protocols, routing protocols, localisation and data fusion techniques – and provides the means to numerically measure their performance, whether by simulation, mathematical models or experimental test beds. Case studies, based on the authors' direct experience of implementing wireless sensor networks, describe the design methodology and the type of measurements used, together with samples of the performance measurements attained. Wireless Sensor and Actuator Networks will enable you to answer vital questions such as: - How long will my network remain alive given the amount of sensing required of it? - For how long should I set the sleeping state of my motes? - How many sensors should I distribute to meet the expected requirements of the application? - What type of throughput should I expect as a function of the number of nodes deployed and the radio interface chosen (whether it be Bluetooth or Zigbee)? - How is the Packet Error Rate of my Zigbee motes affected by the selection of adjacent frequency sub bands in the ISM 2.4GHz band? - How is the localisation precision dependant on the number of nodes deployed in a corridor? Communications and signal processing engineers, researchers and graduate students working in wireless sensor networks will find this book an invaluable practical guide to this important technology. "This book gives a proper balance between theory and application; it is a book for those R&D engineers that want to appreciate both why, how and in which domains Wireless Sensor Networks can be best applied." --Fabio Bellifemine, Telecom Italia "This book is a thorough and accessible exposition on wireless sensor networks with a good balance between theory and practice; it is valuable for both students and practicing engineers, and is an essential addition for engineering libraries." --Professor Moe Win, Associate Professor at the Laboratory for Information and Decision Systems (LIDS), Massachusetts Institute of Technology - Only book to examine wireless sensor network technologies and assess their performance capabilities against possible applications - Enables the engineer to choose the technology that will give the best performance for the intended application - Case studies, based on the authors' direct experience of implementing wireless sensor networks, describe the design methodology and the type of measurements used, together with samples of the performance measurements attained
Ihorizon Enabled Energy Management For Electrified Vehicles
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Author : Clara Marina Martinez
language : en
Publisher: Butterworth-Heinemann
Release Date : 2018-09-11
Ihorizon Enabled Energy Management For Electrified Vehicles written by Clara Marina Martinez and has been published by Butterworth-Heinemann this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-11 with Technology & Engineering categories.
iHorizon-Enabled Energy Management for Electrified Vehicles proposes a realistic solution that assumes only scarce information is available prior to the start of a journey and that limited computational capability can be allocated for energy management. This type of framework exploits the available resources and closely emulates optimal results that are generated with an offline global optimal algorithm. In addition, the authors consider the present and future of the automotive industry and the move towards increasing levels of automation. Driver vehicle-infrastructure is integrated to address the high level of interdependence of hybrid powertrains and to comply with connected vehicle infrastructure. This book targets upper-division undergraduate students and graduate students interested in control applied to the automotive sector, including electrified powertrains, ADAS features, and vehicle automation. - Addresses the level of integration of electrified powertrains - Presents the state-of-the-art of electrified vehicle energy control - Offers a novel concept able to perform dynamic speed profile and energy demand prediction
Optimal Estimation And Information Fusion Theory And Algorithms
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Author : Ming Lei
language : en
Publisher: Springer Nature
Release Date : 2025-08-25
Optimal Estimation And Information Fusion Theory And Algorithms written by Ming Lei and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-25 with Computers categories.
This book mainly focuses on the theme of optimizing estimation and sensor information fusion processing for stochastic dynamic systems. It summarizes the basic theories and methods of optimizing estimation and information fusion direction, including stochastic system models, optimal estimation methods, linear state estimation, nonlinear state estimation, information fusion models, structures, data processing methods, data association based on multi-source data estimation, and other aspects. On the basis of years of teaching practice, the author optimizes the content layout, focuses on the basic theoretical methods of the subject, emphasizes the systematic nature of the theory and the rigor of expression, selectively cuts out some outdated content, and introduces some important and widely accepted new developments in the subject. On the other hand, this book also serves as a reference material for technical developers in this field.
Networked Filtering And Fusion In Wireless Sensor Networks
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Author : Magdi S. Mahmoud
language : en
Publisher: CRC Press
Release Date : 2014-12-20
Networked Filtering And Fusion In Wireless Sensor Networks written by Magdi S. Mahmoud and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-12-20 with Computers categories.
By exploiting the synergies among available data, information fusion can reduce data traffic, filter noisy measurements, and make predictions and inferences about a monitored entity. Networked Filtering and Fusion in Wireless Sensor Networks introduces the subject of multi-sensor fusion as the method of choice for implementing distributed systems.T
Advanced Wireless Technologies For Industrial Network Systems
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Author : Ling Lyu
language : en
Publisher: Springer Nature
Release Date : 2023-04-04
Advanced Wireless Technologies For Industrial Network Systems written by Ling Lyu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-04 with Technology & Engineering categories.
This book provides a comprehensive overview of wireless technologies for industrial network systems. The authors first describe the concept of industrial network systems and their application to industrial automation. They then go on to cover the role of sensing and control in industrial network systems, and the challenge of sensing and control in the industrial wireless environment. Then, the existing techniques for resource efficiency information transmission are introduced and studied. Afterward, the authors introduce sensing and control-oriented transmission for industrial network systems, which take advantage of spatial diversity gain to overcome the interference and fading, which in turn improves the transmission reliability without expending extra spectrum resources and enlarging the transmission delay. Subsequently, edge assisted efficient transmission schemes are introduced, which integrate the capacities of communication, computing, and control to relieve the contradiction of resource limitation and massive data. Finally, the authors discuss open research issues and future works about information transmission in industrial network systems.