Networked Filtering And Fusion In Wireless Sensor Networks

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Networked Filtering and Fusion in Wireless Sensor Networks

Author : Magdi S. Mahmoud
Publisher : CRC Press
ISBN 13 : 1482250969
Total Pages : 578 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Networked Filtering and Fusion in Wireless Sensor Networks by : Magdi S. Mahmoud

Download or read book Networked Filtering and Fusion in Wireless Sensor Networks written by Magdi S. Mahmoud and published by CRC Press. This book was released on 2014-12-20 with total page 578 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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. The book examines the state of the art in information fusion. It presents the known methods, algorithms, architectures, and models of information fusion and discusses their applicability in the context of wireless sensor networks (WSNs). Paying particular attention to the wide range of topics that have been covered in recent literature, the text presents the results of a number of typical case studies. Complete with research supported elements and comprehensive references, this teaching-oriented volume uses standard scientific terminology, conventions, and notations throughout. It applies recently developed convex optimization theory and highly efficient algorithms in estimation fusion to open up discussion and provide researchers with an ideal starting point for further research on distributed estimation and fusion for WSNs. The book supplies a cohesive overview of the key results of theory and applications of information-fusion-related problems in networked systems in a unified framework. Providing advanced mathematical treatment of fundamental problems with information fusion, it will help you broaden your understanding of prospective applications and how to address such problems in practice. After reading the book, you will gain the understanding required to model parts of dynamic systems and use those models to develop distributed fusion control algorithms that are based on feedback control theory.

Resource-Aware Data Fusion Algorithms for Wireless Sensor Networks

Author : Ahmed Abdelgawad
Publisher : Springer Science & Business Media
ISBN 13 : 1461413508
Total Pages : 120 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Resource-Aware Data Fusion Algorithms for Wireless Sensor Networks by : Ahmed Abdelgawad

Download or read book Resource-Aware Data Fusion Algorithms for Wireless Sensor Networks written by Ahmed Abdelgawad and published by Springer Science & Business Media. This book was released on 2012-02-15 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces resource-aware data fusion algorithms to gather and combine data from multiple sources (e.g., sensors) in order to achieve inferences. These techniques can be used in centralized and distributed systems to overcome sensor failure, technological limitation, and spatial and temporal coverage problems. The algorithms described in this book are evaluated with simulation and experimental results to show they will maintain data integrity and make data useful and informative. Describes techniques to overcome real problems posed by wireless sensor networks deployed in circumstances that might interfere with measurements provided, such as strong variations of pressure, temperature, radiation, and electromagnetic noise; Uses simulation and experimental results to evaluate algorithms presented and includes real test-bed; Includes case study implementing data fusion algorithms on a remote monitoring framework for sand production in oil pipelines.

Multi-Sensor Filtering Fusion with Censored Data Under a Constrained Network Environment

Author : Hang Geng
Publisher : CRC Press
ISBN 13 : 1040106099
Total Pages : 259 pages
Book Rating : 4.0/5 (41 download)

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Book Synopsis Multi-Sensor Filtering Fusion with Censored Data Under a Constrained Network Environment by : Hang Geng

Download or read book Multi-Sensor Filtering Fusion with Censored Data Under a Constrained Network Environment written by Hang Geng and published by CRC Press. This book was released on 2024-08-26 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Sensor Networks

Author : Gianluigi Ferrari
Publisher : Springer Science & Business Media
ISBN 13 : 3642013414
Total Pages : 396 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Sensor Networks by : Gianluigi Ferrari

Download or read book Sensor Networks written by Gianluigi Ferrari and published by Springer Science & Business Media. This book was released on 2010-03-10 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: The idea of this book comes from the observation that sensor networks represent a topic of interest from both theoretical and practical perspectives. The title und- lines that sensor networks offer the unique opportunity of clearly linking theory with practice. In fact, owing to their typical low-cost, academic researchers have the opportunity of implementing sensor network testbeds to check the validity of their theories, algorithms, protocols, etc., in reality. Likewise, a practitioner has the opportunity of understanding what are the principles behind the sensor networks under use and, thus, how to properly tune some accessible network parameters to improve the performance. On the basis of the observations above, the book has been structured in three parts:PartIisdenotedas“Theory,”sincethetopicsofits vechaptersareapparently “detached” from real scenarios; Part II is denoted as “Theory and Practice,” since the topics of its three chapters, altough theoretical, have a clear connection with speci c practical scenarios; Part III is denoted as “Practice,” since the topics of its ve chapters are clearly related to practical applications.

Distributed Sensor Networks

Author : S. Sitharama Iyengar
Publisher : CRC Press
ISBN 13 : 1439862885
Total Pages : 927 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Distributed Sensor Networks by : S. Sitharama Iyengar

Download or read book Distributed Sensor Networks written by S. Sitharama Iyengar and published by CRC Press. This book was released on 2016-04-19 with total page 927 pages. Available in PDF, EPUB and Kindle. Book excerpt: The best-selling Distributed Sensor Networks became the definitive guide to understanding this far-reaching technology. Preserving the excellence and accessibility of its predecessor, Distributed Sensor Networks, Second Edition once again provides all the fundamentals and applications in one complete, self-contained source. Ideal as a tutorial for

Networked Sensing Information and Control

Author : Venkatesh Saligrama
Publisher : Springer Science & Business Media
ISBN 13 : 0387688455
Total Pages : 308 pages
Book Rating : 4.3/5 (876 download)

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Book Synopsis Networked Sensing Information and Control by : Venkatesh Saligrama

Download or read book Networked Sensing Information and Control written by Venkatesh Saligrama and published by Springer Science & Business Media. This book was released on 2007-10-23 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents research on informational and mathematical aspects of networked sensing systems. It brings together internationally reputed researchers from different communities, focused on the common theme of distributed sensing, inferencing, and control over networks. The timeliness of the book is evidenced by the explosion of several independent special sessions devoted to specific aspects of sensor networks in reputed international conferences.

Networked Multisensor Decision and Estimation Fusion

Author : Yunmin Zhu
Publisher : CRC Press
ISBN 13 : 1439874530
Total Pages : 440 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Networked Multisensor Decision and Estimation Fusion by : Yunmin Zhu

Download or read book Networked Multisensor Decision and Estimation Fusion written by Yunmin Zhu and published by CRC Press. This book was released on 2012-07-05 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: Due to the increased capability, reliability, robustness, and survivability of systems with multiple distributed sensors, multi-source information fusion has become a crucial technique in a growing number of areas-including sensor networks, space technology, air traffic control, military engineering, agriculture and environmental engineering, and i

Sensor Fusion

Author : Ciza Thomas
Publisher : BoD – Books on Demand
ISBN 13 : 9533074469
Total Pages : 242 pages
Book Rating : 4.5/5 (33 download)

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Book Synopsis Sensor Fusion by : Ciza Thomas

Download or read book Sensor Fusion written by Ciza Thomas and published by BoD – Books on Demand. This book was released on 2011-06-13 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sensor Fusion - Foundation and Applications comprehensively covers the foundation and applications of sensor fusion. This book provides some novel ideas, theories, and solutions related to the research areas in the field of sensor fusion. The book explores some of the latest practices and research works in the area of sensor fusion. The book contains chapters with different methods of sensor fusion for different engineering as well as non-engineering applications. Advanced applications of sensor fusion in the areas of mobile robots, automatic vehicles, airborne threats, agriculture, medical field and intrusion detection are covered in this book. Sufficient evidences and analyses have been provided in the chapter to show the effectiveness of sensor fusion in various applications. This book would serve as an invaluable reference for professionals involved in various applications of sensor fusion.

Distributed Information Fusion in Sensor Networks

Author : Boris Nikolai Oreshkin
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (64 download)

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Book Synopsis Distributed Information Fusion in Sensor Networks by : Boris Nikolai Oreshkin

Download or read book Distributed Information Fusion in Sensor Networks written by Boris Nikolai Oreshkin and published by . This book was released on 2009 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Randomly Deployed Wireless Sensor Networks

Author : Xi Chen
Publisher : Elsevier
ISBN 13 : 0128227710
Total Pages : 136 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Randomly Deployed Wireless Sensor Networks by : Xi Chen

Download or read book Randomly Deployed Wireless Sensor Networks written by Xi Chen and published by Elsevier. This book was released on 2020-06-18 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt: Wireless sensor networks have a range of applications, including military uses and in environmental monitoring. When an area of interest is inaccessible by conventional means, such a network can be deployed in ways resulting in a random distribution of the sensors. Randomly Deployed Wireless Sensor Networks offers a probabilistic method to model and analyze these networks. The book considers the network design, coverage, target detection, localization and tracking of sensors in randomly deployed wireless networks, and proposes a stochastic model. It quantifies the relationship between parameters of the network and its performance, and puts forward a communication protocol. The title provides analyses and formulas, giving engineering insight into randomly deployed wireless sensor networks. Five chapters consider the analysis of coverage performance; working modes and scheduling mechanisms; the relationship between sensor behavior and network performance properties; probabilistic forwarding routing protocols; localization methods for multiple targets and target number estimation; and experiments on target localization and tracking with a Mica sensor system. Details a probabilistic method to model and analyze randomly deployed wireless sensor networks Gives working modes and scheduling mechanisms for sensor nodes, allowing high-probability of target detection Considers the relationship between sensor behaviour and network performance and lifetime Offers probabilistic forwarding routing protocols for randomly deployed wireless sensor networks Describes a method for localizing multiple targets and estimating their number

Distributed Sensor Networks, Second Edition

Author : S. Sitharama Iyengar
Publisher : CRC Press
ISBN 13 : 1439862826
Total Pages : 767 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Distributed Sensor Networks, Second Edition by : S. Sitharama Iyengar

Download or read book Distributed Sensor Networks, Second Edition written by S. Sitharama Iyengar and published by CRC Press. This book was released on 2012-09-24 with total page 767 pages. Available in PDF, EPUB and Kindle. Book excerpt: The best-selling Distributed Sensor Networks became the definitive guide to understanding this far-reaching technology. Preserving the excellence and accessibility of its predecessor, Distributed Sensor Networks, Second Edition once again provides all the fundamentals and applications in one complete, self-contained source. Ideal as a tutorial for students or as research material for engineers, the book gives readers up-to-date, practical insight on all aspects of the field. Revised and expanded, this second edition incorporates contributions from many veterans of the DARPA ISO SENSIT program as well as new material from distinguished researchers in the field. Image and Sensor Signal Processing focuses on software issues and the history and future of sensor networks. The book also covers information fusion and power management. Readers of this book may also be interested in Distributed Sensor Networks, Second Edition: Sensor Networking and Applications (ISBN: 9781439862872).

Wireless Sensor Networks

Author : Jianzhong Li
Publisher : Springer
ISBN 13 : 9811081239
Total Pages : 354 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Wireless Sensor Networks by : Jianzhong Li

Download or read book Wireless Sensor Networks written by Jianzhong Li and published by Springer. This book was released on 2018-02-23 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 11th China Conference on Wireless Sensor Networks, CWSN 2017, held in Tianjin, China, in October 2017. The 28 revised full papers were carefully reviewed and selected from 213 submissions. The papers are organized in topical sections on wireless sensor networks; energy efficiency and harvesting; data fusion; mobile computing and social services.

Wireless Ad Hoc and Sensor Networks

Author : Raja Jurdak
Publisher : Springer Science & Business Media
ISBN 13 : 0387390235
Total Pages : 270 pages
Book Rating : 4.3/5 (873 download)

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Book Synopsis Wireless Ad Hoc and Sensor Networks by : Raja Jurdak

Download or read book Wireless Ad Hoc and Sensor Networks written by Raja Jurdak and published by Springer Science & Business Media. This book was released on 2007-04-27 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the optimization potential of cross-layer design approaches for wireless ad hoc and sensor network performance, covering both theory and practice. A theoretical section provides an overview of design issues in both strictly layered and cross-layer approaches. A practical section builds on these issues to explore three case studies of diverse ad hoc and sensor network applications and communication technologies.

Information Fusion in Distributed Sensor Networks with Byzantines

Author : Andrea Abrardo
Publisher : Springer Nature
ISBN 13 : 9813290013
Total Pages : 120 pages
Book Rating : 4.8/5 (132 download)

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Book Synopsis Information Fusion in Distributed Sensor Networks with Byzantines by : Andrea Abrardo

Download or read book Information Fusion in Distributed Sensor Networks with Byzantines written by Andrea Abrardo and published by Springer Nature. This book was released on 2020-07-14 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reviews the most powerful attack strategies and potential defense mechanisms, always approaching the interplay between the Fusion Center and the Byzantines from a game-theoretic perspective. For each of the settings considered, the equilibria of the game and the corresponding payoffs are derived, shedding new light on the achievable performance level and the impact that the presence of the Byzantines has on the accuracy of decisions made by the Fusion Center. Accordingly, the book offers a simple yet effective introduction to the emerging field of adversarial information fusion, providing a wealth of intuitive take-home lessons for practitioners interested in applying the most basic notions to the design of practical systems, while at the same time introducing researchers and other readers to the mathematical details behind the theory.

Wireless Sensor Networks

Author : S. R. Vijayalakshmi
Publisher : Stylus Publishing, LLC
ISBN 13 : 1683922263
Total Pages : 413 pages
Book Rating : 4.6/5 (839 download)

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Book Synopsis Wireless Sensor Networks by : S. R. Vijayalakshmi

Download or read book Wireless Sensor Networks written by S. R. Vijayalakshmi and published by Stylus Publishing, LLC. This book was released on 2018-04-25 with total page 413 pages. Available in PDF, EPUB and Kindle. Book excerpt: Wireless Sensor Networks is an essential guide for anyone interested in wireless communications for sensor networks, home networking, or device hacking. It covers a large number of topics encountered in the architecture, application, and recent advancements of a wireless sensor network, including hardware and software architectures, the Internet of Things, routing and security, MANETs, MEMS, Zigbee, TDMA, securing networks for WiFi, ubiquitous sensor networks, underwater, mobile, and multimedia wireless networks. Features: • Includes a wide range of applications to industry, science, transportation, civil infrastructure, and security • Covers the Internet of Things (IoT), MEMS, Zigbee, TDMA, mobile wireless networks, and more • Features article on securing networks for WiFi by the United States Department of Homeland Security (DHS) Cybersecurity Engineering

Distributed Data Fusion and Information Processing in Wireless Sensor Networks

Author : Jinjun Xiao
Publisher :
ISBN 13 :
Total Pages : 440 pages
Book Rating : 4.:/5 (319 download)

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Book Synopsis Distributed Data Fusion and Information Processing in Wireless Sensor Networks by : Jinjun Xiao

Download or read book Distributed Data Fusion and Information Processing in Wireless Sensor Networks written by Jinjun Xiao and published by . This book was released on 2006 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Human Behavior Understanding in Networked Sensing

Author : Paolo Spagnolo
Publisher : Springer
ISBN 13 : 3319108077
Total Pages : 463 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Human Behavior Understanding in Networked Sensing by : Paolo Spagnolo

Download or read book Human Behavior Understanding in Networked Sensing written by Paolo Spagnolo and published by Springer. This book was released on 2014-11-06 with total page 463 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a broad overview of both the technical challenges in sensor network development, and the real-world applications of distributed sensing. Important aspects of distributed computing in large-scale networked sensor systems are analyzed in the context of human behavior understanding, including topics on systems design tools and techniques. Additionally, the book examines a varied range of applications. Features: contains valuable contributions from an international selection of leading experts in the field; presents a high-level introduction to the aims and motivations underpinning distributed sensing; describes decision-making algorithms in the presence of complex sensor networks; provides a detailed analysis of the design, implementation, and development of a distributed network of homogeneous or heterogeneous sensors; reviews the application of distributed sensing to human behavior understanding and autonomous intelligent vehicles; includes a helpful glossary and a list of acronyms.