{"product_id":"wireless-sensor-networks-9780470035573","title":"Wireless Sensor Networks","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003eA 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.  \u003cp\u003eThe design of wireless sensor networks requires consideration for several disciplines such as distributed signal processing, communications and cross-layer design. \u003ci\u003eWireless Sensor Networks: Signal Processing and Communications\u003c\/i\u003e 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\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003e\u003cb\u003eList of Contributors.\u003c\/b\u003e  \u003c\/p\u003e\u003cp\u003e\u003cb\u003e1. Introduction.\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart I. Fundamental Properties and Limits.\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e2. Information-theoretic Bounds on Sensor Network Performance (Michael Gastpar).\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e2.1 Introduction.\u003c\/p\u003e \u003cp\u003e2.2 Sensor Network Models.\u003c\/p\u003e \u003cp\u003e2.3 Digital Architectures. \u003c\/p\u003e \u003cp\u003e2.4 The Price of Digital Architectures.\u003c\/p\u003e \u003cp\u003e2.5 Bounds on General Architectures.\u003c\/p\u003e \u003cp\u003e2.6 Concluding Remarks and Some Interesting Questions.\u003c\/p\u003e \u003cp\u003eBibliography.\u003c\/p\u003e \u003cp\u003e\u003cb\u003e3 In-Network Information Processing in Wireless Sensor Networks (\u003ci\u003eArvind Giridhar and P. R. Kumar).\u003c\/i\u003e\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e3.1 Introduction.\u003c\/p\u003e \u003cp\u003e3.2 Communication Complexity Model.\u003c\/p\u003e \u003cp\u003e3.3 Computing Functions Over Wireless Networks: Spatial Reuse and Block Computation .\u003c\/p\u003e \u003cp\u003e3.4 Wireless Networks with Noisy Communications: Reliable Computation in a Collocated Broadcast Network.\u003c\/p\u003e \u003cp\u003e3.5 Towards an Information Theoretic Formulation.\u003c\/p\u003e \u003cp\u003e3.6 Conclusion.\u003c\/p\u003e \u003cp\u003eBibliography.\u003c\/p\u003e \u003cp\u003e\u003cb\u003e4 The Sensing Capacity of Sensor Networks (\u003ci\u003eRohit Negi, Yaron Rachlin, and Pradeep Khosla).\u003c\/i\u003e\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e4.1 Introduction.\u003c\/p\u003e \u003cp\u003e4.2 Sensing Capacity of Sensor Networks.\u003c\/p\u003e \u003cp\u003e4.3 Extensions to other Sensor Network Models.\u003c\/p\u003e \u003cp\u003e4.4 Discussion and Open Problems.\u003c\/p\u003e \u003cp\u003eBibliography.\u003c\/p\u003e \u003cp\u003e\u003cb\u003e5. Law of Sensor Network Lifetime and Its Applications (\u003ci\u003eYunxia Chen and Qing Zhao).\u003c\/i\u003e\u003c\/b\u003e \u003c\/p\u003e \u003cp\u003e5.1 Introduction.\u003c\/p\u003e \u003cp\u003e5.2 Law of Network Lifetime and General Design Principle.\u003c\/p\u003e \u003cp\u003e5.3 Fundamental Performance Limit: A Stochastic Shortest Path Framework.\u003c\/p\u003e \u003cp\u003e5.4 Distributed Asymptotically Optimal Transmission Scheduling.\u003c\/p\u003e \u003cp\u003e5.5 A Brief Overview of Network Lifetime Analysis.\u003c\/p\u003e \u003cp\u003e5.6 Conclusion.\u003c\/p\u003e \u003cp\u003eBibliography.\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart II. Signal Processing for Sensor Networks.\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e6. Detection in Sensor Networks.\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e6.1 Centralized Detection.\u003c\/p\u003e \u003cp\u003e6.2 The Classical Decentralized Detection Framework.\u003c\/p\u003e \u003cp\u003e6.3 Decentralized Detection in Wireless Sensor Networks.\u003c\/p\u003e \u003cp\u003e6.4 Wireless Sensor Networks.\u003c\/p\u003e \u003cp\u003e6.5 New Paradigms.\u003c\/p\u003e \u003cp\u003e6.6 Extensions and Generalizations.\u003c\/p\u003e \u003cp\u003e6.7 Discussion and Concluding Remarks.\u003c\/p\u003e \u003cp\u003eBibliography.\u003c\/p\u003e \u003cp\u003e\u003cb\u003e7. Distributed Estimation Under Bandwidth and Energy Constraints  \u003ci\u003e(Alejandro Ribeiro, Ioannis D. Schizas, Jin-Jun Xiao, Georgios B. Giannakis and Zhi-Quan Luo).\u003c\/i\u003e\u003c\/b\u003e \u003c\/p\u003e \u003cp\u003e7.1 Distributed Quantization-Estimation. \u003c\/p\u003e \u003cp\u003e7.2 Maximum Likelihood Estimation.\u003c\/p\u003e \u003cp\u003e7.3 Unknown noise pdf.\u003c\/p\u003e \u003cp\u003e7.4 Estimation of Vector parameters.\u003c\/p\u003e \u003cp\u003e7.5 Maximum a Posteriori Probability Estimation.\u003c\/p\u003e \u003cp\u003e7.6 Dimensionality Reduction for Distributed Estimation.\u003c\/p\u003e \u003cp\u003e7.7 Distortion-RateAnalysis.\u003c\/p\u003e \u003cp\u003e7.8 Conclusion.\u003c\/p\u003e \u003cp\u003e7.9 Further Reading.\u003c\/p\u003e \u003cp\u003eBibliography.\u003c\/p\u003e \u003cp\u003e\u003cb\u003e8. Distributed Learning in Wireless Sensor Networks (\u003ci\u003eJoel B. Predd, Sanjeev R. Kulkarni, and H. Vincent Poor).\u003c\/i\u003e\u003c\/b\u003e \u003c\/p\u003e \u003cp\u003e8.1 Introduction.\u003c\/p\u003e \u003cp\u003e8.2 Classical Learning.\u003c\/p\u003e \u003cp\u003e8.3 Distributed Learningin Wireless Sensor Networks.\u003c\/p\u003e \u003cp\u003e8.4 Distributed Learningin WSNs with a Fusion Center.\u003c\/p\u003e \u003cp\u003e8.5 Distributed Learningin Ad-hocWSNs with In-network Processing.\u003c\/p\u003e \u003cp\u003e8.6 Conclusion.\u003c\/p\u003e \u003cp\u003eBibliography.\u003c\/p\u003e \u003cp\u003e\u003cb\u003e9. Graphical Models and Fusion in Sensor Networks (\u003ci\u003eM¨ujdat C¸ etin, Lei Chen, John W. Fisher III, Alexander T. Ihler, O. Patrick Kreidl, Randolph L. Moses, Martin J. Wainwright, Jason L. Williams, and Alan S. Willsky).\u003c\/i\u003e\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e9.1 Introduction.\u003c\/p\u003e \u003cp\u003e9.2 Graphical Models.\u003c\/p\u003e \u003cp\u003e9.3 From Sensor Network Fusion to Graphical Models.\u003c\/p\u003e \u003cp\u003e9.4 Message Censoring, Approximation,and Impacton Fusion.\u003c\/p\u003e \u003cp\u003e9.5 The Effects of Message Approximation .\u003c\/p\u003e \u003cp\u003e9.6 Optimizing theUse of Constrained Resources in Network Fusion.\u003c\/p\u003e \u003cp\u003e9.7 Conclusion.\u003c\/p\u003e \u003cp\u003eBibliography.\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart III. Communications, Networking and Cross-Layered Designs.\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e10. Randomized Cooperative Transmission in Large-Scale Sensor Networks (\u003c\/b\u003e\u003ci\u003e\u003cb\u003eBirsen Sirkeci-Mergen and Anna Scaglione\u003c\/b\u003e).\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e10.1 Introduction.\u003c\/p\u003e \u003cp\u003e10.2 Transmit cooperation in sensor networks.\u003c\/p\u003e \u003cp\u003e10.3 Randomized distributed cooperative schemes.\u003c\/p\u003e \u003cp\u003e10.4 Performance of Randomized Cooperative Codes.\u003c\/p\u003e \u003cp\u003e10.5 Analysis of Cooperative Large-scale Networks utilizing Randomized Cooperative Codes.\u003c\/p\u003e \u003cp\u003e10.6 Conclusion.\u003c\/p\u003e \u003cp\u003e10.7 Appendix.\u003c\/p\u003e \u003cp\u003eBibliography.\u003c\/p\u003e \u003cp\u003e\u003cb\u003e11. Application Dependent Shortest Path Routing in Ad-Hoc Sensor Networks\u003c\/b\u003e \u003cb\u003e(\u003ci\u003eSaswat Misra, Lang Tong, and Anthony Ephremides).\u003c\/i\u003e\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e11.1 Introduction.\u003c\/p\u003e \u003cp\u003e11.2 Fundamental SPR.\u003c\/p\u003e \u003cp\u003e11.3 SPR for MobileWireless Networks.\u003c\/p\u003e \u003cp\u003e11.4 SPRf or Ad-Hoc Sensor Networks.\u003c\/p\u003e \u003cp\u003e11.5 Conclusion.\u003c\/p\u003e \u003cp\u003e11.6 A Short Review of Basic Graph Theory.\u003c\/p\u003e \u003cp\u003eBibliography.\u003c\/p\u003e \u003cp\u003e\u003cb\u003e12. Data-Centric and CooperativeMAC Protocols for Sensor Networks \u003ci\u003e(Yao-Win Hong and Pramod K. Varshney).\u003c\/i\u003e\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e12.1 Introduction.\u003c\/p\u003e \u003cp\u003e12.2 Traditional Medium Access Control Protocols: Random Access and Deterministic Scheduling.\u003c\/p\u003e \u003cp\u003e12.3 Energy Efficient MAC Protocols  for Sensor Networks.\u003c\/p\u003e \u003cp\u003e12.4 Data-Centric MAC Protocols for Sensor Networks. \u003c\/p\u003e \u003cp\u003e12.5 Cooperative MAC Protocol for Independent Sources.\u003c\/p\u003e \u003cp\u003e12.6 Cooperative MAC Protocol for Correlated Sensors.\u003c\/p\u003e \u003cp\u003e12.7 DiscussionandFutureResearchDirections.\u003c\/p\u003e \u003cp\u003eBibliography.\u003c\/p\u003e \u003cp\u003e\u003cb\u003e13. Game Theoretic Activation and Transmission Scheduling in Unattended Ground\u003c\/b\u003e \u003cb\u003eSensor Networks: A Correlated Equilibrium Approach (\u003ci\u003eVikram Krishnamurthy, Michael Maskery, and Minh Hanh Ngo).\u003c\/i\u003e\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e13.1 Introduction.\u003c\/p\u003e \u003cp\u003e13.2 Unattended Ground Sensor Network: Capabilities and Objectives.\u003c\/p\u003e \u003cp\u003e13.3 Sensor Activation as the Correlated Equilibrium of a Noncooperative Game.\u003c\/p\u003e \u003cp\u003e13.4 Energy Efficient Transmission Scheduling in UGSN - A Markov Decision Process Approach.\u003c\/p\u003e \u003cp\u003e13.5 Numerical Results.\u003c\/p\u003e \u003cp\u003e13.6 Discussion and Extensions .\u003c\/p\u003e \u003cp\u003e13.7 Appendix.\u003c\/p\u003e \u003cp\u003eBibliography.\u003c\/p\u003e \u003cp\u003eIndex.\u003c\/p\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Title","offer_id":49402268516695,"sku":"9780470035573","price":95.36,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9780470035573.jpg?v=1730479894","url":"https:\/\/bookcurl.com\/products\/wireless-sensor-networks-9780470035573","provider":"Book Curl","version":"1.0","type":"link"}