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Networked Filtering and Fusion in Wireless Sensor Networks

2014-12-20 Computers
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Release : 2014-12-20
Genre : Computers
Kind : eBook
Book Rating : 977/5 ( reviews)

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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. This book was released on 2014-12-20. 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.T

Networked Filtering and Fusion in Wireless Sensor Networks

2014-12-20 Computers
Download Networked Filtering and Fusion in Wireless Sensor Networks PDF Online Free

Author :
Release : 2014-12-20
Genre : Computers
Kind : eBook
Book Rating : 969/5 ( reviews)

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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. This book was released on 2014-12-20. 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

2012-02-15 Technology & Engineering
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Release : 2012-02-15
Genre : Technology & Engineering
Kind : eBook
Book Rating : 508/5 ( reviews)

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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. This book was released on 2012-02-15. 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.

Sensor Networks

2010-03-10 Technology & Engineering
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Release : 2010-03-10
Genre : Technology & Engineering
Kind : eBook
Book Rating : 414/5 ( reviews)

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Book Synopsis Sensor Networks by : Gianluigi Ferrari

Download or read book Sensor Networks written by Gianluigi Ferrari. This book was released on 2010-03-10. 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.

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

2024-08-26 Technology & Engineering
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Release : 2024-08-26
Genre : Technology & Engineering
Kind : eBook
Book Rating : 508/5 ( reviews)

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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. This book was released on 2024-08-26. 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.

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