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E-raamat: Distributed Sensor Networks: Two Volume Set 2nd edition [Taylor & Francis e-raamat]

Edited by (Florida International University, Miami, USA), Edited by (Clemson University, South Carolina, USA)
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The best-selling Distributed Sensor Networks became the definitive guide to understanding this far-reaching technology. Preserving the excellence and accessibility of its predecessor, Distributed Sensor Networks, Second Edition once again provides all the fundamentals and applications in one complete, self-contained source. Ideal as a tutorial for students or as research material for engineers, the book gives readers up-to-date, practical insight on all aspects of the field.

Now split into two volumes, this second edition has been revised and expanded with over 500 additional pages and more than 300 new illustrations. This edition incorporates contributions from many veterans of the DARPA ISO SENSIT program as well as new material from distinguished researchers in the field. It offers 13 fully revised chapters and 22 new chapters, covering new perspectives on information fusion, the latest technical developments, and current sensor network applications.

Image and Sensor Signal Processing (ISBN: 9781439862827):

  • Overview
  • Distributed Sensing and Signal Processing
  • Information Fusion
  • Power Management

Sensor Networking and Applications (ISBN: 9781439862872):

  • Sensor Deployment
  • Adaptive Tasking
  • Self-Configuration
  • System Control
  • Engineering Examples
Preface to the Second Edition xiii
Preface to the First Edition xv
Editors xvii
Contributors xix
Part I Overview
1 Microsensor Applications
3(18)
David Shepherd
Sri Kumar
2 Interfacing Distributed Sensor Actuator Networks with the Physical World
21(12)
Shivakumar Sastry
S. Sitharama Iyengar
3 Contrast with Traditional Systems
33(8)
Richard R. Brooks
Part II Distributed Sensing and Signal Processing
4 Digital Signal Processing Backgrounds
41(18)
Yu Hen Hu
5 Image Processing Background
59(34)
Lynne L. Grewe
Ben Shahshahani
6 Object Detection and Classification
93(18)
Akbar M. Sayeed
7 Parameter Estimation
111(20)
David S. Friedlander
8 Target Tracking with Self-Organizing Distributed Sensors
131(60)
Richard R. Brooks
Christopher Griffin
David S. Friedlander
J.D. Koch
Jilker Ozcelik
9 Collaborative Signal and Information Processing
191(16)
Feng Zhao
Jie Liu
Juan Liu
Leonidas Guibas
James Reich
10 Environmental Effects
207(12)
David C. Swanson
11 Detecting and Counteracting Atmospheric Effects
219(26)
Lynne L. Grewe
12 Signal Processing and Propagation for Aeroacoustic Sensor Networks
245(46)
Richard J. Kozick
Brian M. Sadler
D. Keith Wilson
13 Distributed Multi-Target Detection in Sensor Networks
291(16)
Xiaoling Wang
Hairong Qi
Steve Beck
14 Symbolic Dynamic Filtering for Pattern Recognition in Distributed Sensor Networks
307(28)
Xin Jin
Shalabh Gupta
Kushal Mukherjee
Asok Ray
15 Beamforming
335(42)
J.C. Chen
Kung Yao
Part III Information Fusion
16 Foundations of Data Fusion for Automation
377(10)
S. Sitharama Iyengar
Shivakumar Sastry
N. Balakrishnan
17 Measurement-Based Statistical Fusion Methods for Distributed Sensor Networks
387(28)
Nageswara S.V. Rao
18 Soft Computing Techniques
415(14)
Richard R. Brooks
19 Estimation and Kalman Filters
429(26)
David L. Hall
20 Data Registration
455(40)
Richard R. Brooks
Jacob Lamb
Lynne L. Grewe
Juan Deng
21 Signal Calibration, Estimation for Real-Time Monitoring and Control
495(18)
Asok Ray
Shashi Phoha
22 Semantic Information Extraction
513(10)
David S. Friedlander
23 Fusion in the Context of Information Theory
523(18)
Mohiuddin Ahmed
Gregory Pottie
24 Multispectral Sensing
541(12)
N.K. Bose
25 Chebyshev's Inequality-Based Multisensor Data Fusion in Self-Organizing Sensor Networks
553(16)
Mengxia Zhu
Richard R. Brooks
Song Ding
Qishi Wu
Nageswara S.V. Rao
S. Sitharama Iyengar
26 Markov Model Inferencing in Distributed Systems
569(12)
Chen Lu
Jason M. Schwier
Richard R. Brooks
Christopher Griffin
Satish Bukkapatnam
27 Emergence of Human-Centric Information Fusion
581(14)
David L. Hall
Part IV Power Management
28 Designing Energy-Aware Sensor Systems
595(14)
N. Vijaykrishnan
M.J. Irwin
M. Kandemir
L. Li
G. Chen
B. Kang
29 Operating System Power Management
609(30)
Vishnu Swaminathan
Krishnendu Chakrabarty
30 An Energy-Aware Approach for Sensor Data Communication
639(16)
H. Saputra
N. Vijaykrishnan
M. Kandemir
Richard R. Brooks
M.J. Irwin
31 Compiler-Directed Communication Energy Optimizations for Microsensor Networks
655(24)
I. Kadayif
M. Kandemir
A. Choudhary
M. Karakoy
N. Vijaykrishnan
M.J. Irwin
32 Jamming Games in Wireless and Sensor Networks
679(14)
Rajgopal Kannan
Costas Busch
Shuangqing Wei
33 Reasoning about Sensor Networks
693(18)
Manuel Peralta
Supratik Mukhopadhyay
Ramesh Bharadwaj
34 Testing and Debugging Sensor Network Applications
711
Sally K. Wahba
Jason O. Hallstrom
Nigamanth Sridhar
Index 729(172)
Preface to the Second Edition xiii
Preface to the First Edition xv
Editors xvii
Contributors xix
Part I Sensor Deployment
1 Coverage-Oriented Sensor Deployment
5(30)
Yi Zou
Krishnendu Chakrabarty
2 Deployment of Sensors
35(22)
S. Sitharama Iyengar
Ankit Tandon
Qishi Wu
Eungchun Cho
Nageswara S.V. Rao
Vijay K. Vaishnavi
3 Genetic Algorithm for Mobile Agent Routing in Distributed Sensor Networks
57(22)
Qishi Wu
S. Sitharama Iyengar
Nageswara S.V. Rao
4 Computer Network
79(28)
Suresh Rai
5 Location-Centric Networking in Distributed Sensor Networks
107(18)
Kuang-Ching Wang
Parameswaran Ramanathan
6 Application of Geometric Probability and Integral Geometry to Sensor Field Analysis
125(36)
Errol G. Rowe
James Kelly
Anthony G. Warrack
7 Directed Diffusion
161(24)
Fabio Silva
John Heidemann
Ramesh Govindan
Deborah Estrin
8 Data Security Perspectives
185(16)
David W. Carman
9 Sensor Network Security with Random Key Predistribution
201(22)
Lianyu Zhao
Richard R. Brooks
Brijesh Pillai
P.Y. Govindaraju
Matthew Pirretti
Vijaykrishnan Narayanan
Mahmut Kandemir
10 Quality of Service Metrics with Applications to Sensor Networks
223(18)
N. Gautam
11 Network Daemons for Distributed Sensor Networks
241(24)
Nageswara S.V. Rao
Qishi Wu
12 Energy-Latency Trade-Off for Routing in Sensor Networks and the Positive Impact of Mobility
265(48)
Sotiris Nikoletseas
13 Traffic Analysis Attacks on Sensor Networks
313(22)
Lu Yu
Richard R. Brooks
Ryan Craven
Harakrishnan Bhanu
14 Secure Key Distribution and Revocation for Advanced Metering Infrastructure
335(16)
Nathaniel Karst
Stephen B. Wicker
15 Measurement, Modeling, and Avoidance of IEEE 802.15.4 Radio Transmission Errors in Rotating Sensor Systems
351(12)
Kuang-Ching Wang
Fan Yang
Yong Huang
Lei Tang
16 Detecting Sybil Attacks in Vehicular Ad Hoc Networks
363(28)
Tong Zhou
Romit Roy Choudhury
Peng Ning
Krishnendu Chakrabarty
Part II Adaptive Tasking
17 Query Processing in Sensor Networks
391(24)
Samuel Madden
Johannes Gehrke
18 Autonomous Software Reconfiguration
415(14)
Richard R. Brooks
19 Mobile Code Support
429(14)
Richard R. Brooks
T. Keiser
20 Mobile Agent Framework for Collaborative Processing in Sensor Networks
443(14)
Hairong Qi
Yingyue Xu
Teja Phani Kuruganti
21 Distributed Services for Self-Organizing Wireless Sensor Networks
457(24)
Alvin S. Lim
22 On-Demand Querying in Sensor Networks
481(18)
Joon Ahn
Marco Zuniga
Bhaskar Krishnamachari
23 Improving Target Localization and Tracking by Dynamically Prioritized Frequency Band Allocation for Wireless Sensor Networks in Urban Environments
499(16)
Behtash Babadi
Doina Bein
Bharat B. Madan
Shashi Phoha
Vahid Tarokh
Yicheng Wen
24 Distributed Detection of Replica Node Attacks
515(22)
Jun-Won Ho
Donggang Liu
Matthew Wright
Sajal K. Das
25 Topology-Aware Routing and Transmission Scheduling for Highway Sensor Networks
537(14)
Kuang-Ching Wang
Devang Bagaria
Mashrur Chowdhury
26 Dynamically Adaptive Multi-Modal Sensor Fusion in Urban Environments
551(26)
Shashi Phoha
Doina Bein
Yicheng Wen
Bharat B. Madan
Asok Ray
Part III Self-Configuration
27 Self-Configuration
577(44)
Richard R. Brooks
Matthew Pirretti
Jacob Lamb
Mengxia Zhu
S. Sitharama Iyengar
28 Collective Intelligence for Power-Aware Routing in Mobile Ad Hoc Sensor Networks
621(12)
Vijay S. Iyer
S. Sitharama Iyengar
N. Balakrishnan
29 Random Networks and Percolation Theory
633(46)
Richard R. Brooks
30 On the Behavior of Communication Links in a Multi-Hop Mobile Environment
679(26)
Prince Samar
Stephen B. Wicker
31 Localization in 3D Wireless Sensor Networks Based on Geometric Computation
705(8)
Xin Shane Li
S. Sitharama Iyengar
Part IV System Control
32 Example DSN Control Hierarchy
713(36)
Mengxia Zhu
S. Sitharama Iyengar
Jacob Lamb
Richard R. Brooks
Matthew Pirretti
Part V Engineering Examples
33 SenSoft
749(12)
Gail Mitchell
Jeff Mazurek
Ken Theriault
Prakash Manghwani
34 Statistical Approaches to Cleaning Sensor Data
761(16)
Eiman Elnahrawy
Badri Nath
35 Plant Monitoring with Special Reference to Endangered Species
777(10)
K.W. Bridges
Edo Biagioni
36 Designing Distributed Sensor Applications for Wireless Mesh Networks
787(18)
Robert Poor
Cliff Bowman
37 Wireless Sensor Network Test Bed for Target Tracking
805(24)
Qing Yang
Alvin S. Lim
38 Lightweight Key Management in Multi-Hop Wireless Sensor Networks
829(20)
Sushmita Ruj
Amiya Nayak
Ivan Stojmenovic
39 Maritime Domain Awareness
849(26)
Christopher Griffin
Richard R. Brooks
Jason Schwier
40 Environmental Monitoring Application
875(26)
Lu Yu
Lianyu Zhao
Richard R. Brooks
Index 901
S. Sitharama Iyengar is the director of and Ryder Professor in the School of Computing and Information Sciences at Florida International University. A SIAM distinguished lecturer, ACM national lecturer, IEEE distinguished scientist, and fellow of the IEEE, ACM, AAAS, and SDPS, Dr. Iyengar is the founding editor-in-chief of the International Journal of Distributed Sensor Networks. He is a world-class expert in computational aspects of sensor networks, data structures, and algorithms for various distributed applications. Many of his techniques have been used at institutions such as NASA and Oak Ridge National Laboratory.

Richard R. Brooks is an associate professor of electrical and computer engineering at Clemson University. A senior member of the IEEE, Dr. Brooks is the associate managing editor of the International Journal of Distributed Sensor Networks. His research interests include distributed systems, network security, sensor networks, and self-organizing systems. His work has been sponsored by DARPA, the U.S. Office of Naval Research, and other high-level organizations.