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A wireless sensor network (WSN) uses a number of autonomous devices to cooperatively monitor physical or environmental conditions via a wireless network. Since its military beginnings as a means of battlefield surveillance, practical use of this technology has extended to a range of civilian applications including environmental monitoring, natural disaster prediction and relief, health monitoring and fire detection. Technological advancements, coupled with lowering costs, suggest that wireless sensor networks will have a significant impact on 21st century life. The design of wireless sensor…mehr
A wireless sensor network (WSN) uses a number of autonomous devices to cooperatively monitor physical or environmental conditions via a wireless network. Since its military beginnings as a means of battlefield surveillance, practical use of this technology has extended to a range of civilian applications including environmental monitoring, natural disaster prediction and relief, health monitoring and fire detection. Technological advancements, coupled with lowering costs, suggest that wireless sensor networks will have a significant impact on 21st century life. The design of wireless sensor networks requires consideration for several disciplines such as distributed signal processing, communications and cross-layer design. Wireless Sensor Networks: Signal Processing and Communications focuses on the theoretical aspects of wireless sensor networks and offers readers signal processing and communication perspectives on the design of large-scale networks. It explains state-of-the-art design theories and techniques to readers and places emphasis on the fundamental properties of large-scale sensor networks. Wireless Sensor Networks: Signal Processing and Communications : * Approaches WSNs from a new angle - distributed signal processing, communication algorithms and novel cross-layer design paradigms. * Applies ideas and illustrations from classical theory to an emerging field of WSN applications. * Presents important analytical tools for use in the design of application-specific WSNs. Wireless Sensor Networks will be of use to signal processing and communications researchers and practitioners in applying classical theory to network design. It identifies research directions for senior undergraduate and graduate students and offers a rich bibliography for further reading and investigation.
Ananthram Swami, Army Research Laboratory, USA. Qing Zhao, Assistant Professor, University of California, USA. Yao-Win Hong, Assistant Professor, National Tsing hua University, Taiwan, ROC. Lang Tong, Professor, Cornell University, USA.
Inhaltsangabe
Contents 1 Introduction 2 Information-theoretic Bounds on Sensor Network Performance Bibliography 3 In-Network Information Processing in Wireless Sensor Networks Computation Collocated Broadcast Network Bibliography 4 The Sensing Capacity of Sensor Networks Bibliography 4 Law of Sensor Network Lifetime and Its Applications networksize Bibliography 5 Detection in Sensor Networks Bibliography 6 Distributed Estimation Under Bandwidth and Energy Constraints Bibliography 7 Distributed Learning in Wireless Sensor Networks Bibliography 315 8 GraphicalModels and Fusion in Sensor Networks 325 Bibliography 9 Randomized Cooperative Transmission in Large-Scale Sensor Networks Bibliography 10 Application Dependent Shortest Path Routing in Ad-Hoc Sensor Networks Bibliography 11 Data-Centric and CooperativeMAC Protocols for Sensor Networks Bibliography 12 Game Theoretic Activation and Transmission Scheduling in UnattendedGround Sensor Networks: A Correlated Equilibrium Approach Process Approach Bibliography
Contents 1 Introduction 2 Information-theoretic Bounds on Sensor Network Performance Bibliography 3 In-Network Information Processing in Wireless Sensor Networks Computation Collocated Broadcast Network Bibliography 4 The Sensing Capacity of Sensor Networks Bibliography 4 Law of Sensor Network Lifetime and Its Applications networksize Bibliography 5 Detection in Sensor Networks Bibliography 6 Distributed Estimation Under Bandwidth and Energy Constraints Bibliography 7 Distributed Learning in Wireless Sensor Networks Bibliography 315 8 GraphicalModels and Fusion in Sensor Networks 325 Bibliography 9 Randomized Cooperative Transmission in Large-Scale Sensor Networks Bibliography 10 Application Dependent Shortest Path Routing in Ad-Hoc Sensor Networks Bibliography 11 Data-Centric and CooperativeMAC Protocols for Sensor Networks Bibliography 12 Game Theoretic Activation and Transmission Scheduling in UnattendedGround Sensor Networks: A Correlated Equilibrium Approach Process Approach Bibliography
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