[PDF] Resource-Aware Data Fusion Algorithms for Wireless Sensor Networks Free Download

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      • [PDF] Resource-Aware Data Fusion Algorithms for Wireless Sensor Networks Free Download by Ahmed Abdelgawad , Magdy Bayoumi | Publisher : Springer | Category : Computers & Internet | Tags : Fusion, Sensors, Systems, Networks, Framework, Algorithm | ISBN-10 : 1461413494 | ISBN-13 : 9781461413493
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      • Resource-Aware Data Fusion Algorithms for Wireless Sensor Networks by Ahmed Abdelgawad , Magdy Bayoumi, Publisher : Springer
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      • 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.

        Table of Contents

        Chapter 1: Introduction
        Chapter 2: Data Fusion in WSN
        Chapter 3: Proposed Centralized Data Fusion Algorithms
        Chapter 4: Kalman Filter
        Chapter 5: Proposed Distributed Kalman Filter
        Chapter 6: Proposed Multiplication Algorithm for DKF
        Chapter 7: Experimental Results for the Proposed DKF

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      • Book Name : Resource-Aware Data Fusion Algorithms for Wireless Sensor Networks

        Edition : 2012

        Author : Ahmed Abdelgawad , Magdy Bayoumi

        Publisher : Springer

        Category : Computers & Internet

        ISBN-10 : 1461413494

        ISBN-13 : 9781461413493

        ASIN : 1461413494

        Pages : 155

        Language : English

        Publish Date : February 15, 2012
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