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Author:   Domenico Ciuonzo (Assistant Professor, University of Naples Federico II, Italy) ,  Pierluigi Salvo Rossi (Principal Engineer, Kongsberg Digital AS, Department of Advanced Analytics and Machine Learning, Norway)
Publisher:   Institution of Engineering and Technology
Imprint:   Institution of Engineering and Technology
ISBN:  

9781785615849

ISBN 10:   178561584
Pages:   352
Publication Date:   06 May 2019
Audience:   College/higher education ,  Professional and scholarly ,  Tertiary & Higher Education ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print  
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Table of Contents

Part I: Sensing model uncertainty Chapter 1: Generalized score-tests for decision fusion with sensing model uncertainty Chapter 2: Compressed distributed detection and estimation Chapter 3: Heterogeneous sensor data fusion by deep learning Part II: Reporting channel uncertainty Chapter 4: Energy-efficient clustering and collision-aware distributed detection/estimation in random-access-based WSNs Chapter 5: Channel-aware decision fusion in MIMO wireless sensor networks Chapter 6: Channel-aware detection and estimation in the massive MIMO regime Part III: Distributed inference over graphs Chapter 7: Decentralized detection via running consensus Chapter 8: Distributed recursive testing of composite hypothesis in multi-agent networks Chapter 9: Expectation-maximisation based distributed estimation in sensor networks Part IV: Cross-layer issues Chapter 10: Distributed estimation in energy harvesting wireless sensor networks Chapter 11: Secure estimation in wireless sensor networks in the presence of an eavesdropper Chapter 12: Robust fusion of unreliable data sources using error-correcting output codes Chapter 13: Conclusions and future perspectives

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Author Information

Domenico Ciuonzo was a Researcher at NM-2 s.r.l., Naples, during 2017-18. He is now an Assistant Professor at University of Naples Federico II. Pierluigi Salvo Rossi is Principal Engineer with the Department of Advanced Analytics and Machine Learning, Kongsberg Digital AS, Norway. He is an IEEE Senior Member, Associate Editor of IEEE Transactions on Wireless Communications, and Senior Editor of IEEE Communications Letters.

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