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Wireless Sensor Networks
Signal Processing and Communications Perspectives
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Gewicht:
860 g
Format:
254x177x29 mm
Beschreibung:
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.
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.
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
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
Lieferung vom Verlag mit leichten Qualitätsmängeln möglich
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.
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.