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Wireless Sensor Networks: Signal Processing And Communications Perspectives
by Ananthram Swami, Qing Zhao, Yao-Win Hong, Lang Tong
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This book focuses on theoretical aspects of wireless sensor networks, aiming at providing signal processing and communication perspectives in the design of large-scale sensor networks. Emphasis is on the fundamental properties of large scale sensor networks, distributed signal processing and communication algorithms, and novel cross-layer design paradigms for sensor... Morenetworking. Table of contents • Fundamental Properties and Limits. • Information-theoretic Bounds on Sensor Network Performance. • In-Network Information Processing in Wireless Sensor Networks. • The Sensing Capacity of Sensor Networks. • Law of Sensor Network Lifetime and Its Applications. • Detection in Sensor Networks. • Distributed Estimation Under Bandwidth and Energy Constraints. • Distributed Learning in Wireless Sensor Networks. • Graphical Models and Fusion in Sensor Networks. • Randomized Cooperative Transmission in Large-Scale Sensor Networks. • Application Dependent Shortest Path Routing in Ad-Hoc Sensor Networks
ISBN : 9788126523610
Pages : 412
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