2nd Edition

Distributed Sensor Networks Image and Sensor Signal Processing (Volume One)

Edited By S. Sitharama Iyengar, Richard R. Brooks Copyright 2013
    764 Pages 343 B/W Illustrations
    by Chapman & Hall

    764 Pages 343 B/W Illustrations
    by Chapman & Hall

    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.

    Revised and expanded, this second edition incorporates contributions from many veterans of the DARPA ISO SENSIT program as well as new material from distinguished researchers in the field. Image and Sensor Signal Processing focuses on software issues and the history and future of sensor networks. The book also covers information fusion and power management.

     

    Readers of this book may also be interested in Distributed Sensor Networks, Second Edition: Sensor Networking and Applications (ISBN: 9781439862872).

    Overview
    Microsensor Applications, David Shepherd and Sri Kumar
    Interfacing Distributed Sensor Actuator Networks with the Physical World, Shivakumar Sastry and S. Sitharama Iyengar
    Contrast with Traditional Systems, Richard R. Brooks

    Distributed Sensing and Signal Processing
    Digital Signal Processing Backgrounds, Yu Hen Hu
    Image Processing Background, Lynne L. Grewe and Ben Shahshahani
    Object Detection and Classification, Akbar M. Sayeed
    Parameter Estimation, David S. Friedlander
    Target Tracking with Self-Organizing Distributed Sensors, Richard R. Brooks, Christopher Griffin, David S. Friedlander, J.D. Koch, and Ílker Özçelik Collaborative Signal and Information Processing, Feng Zhao, Jie Liu, Juan Liu, Leonidas Guibas, and James Reich
    Environmental Effects, David C. Swanson
    Detecting and Counteracting Atmospheric Effects, Lynne L. Grewe
    Signal Processing and Propagation for Aeroacoustic Sensor Networks, Richard J. Kozick, Brian M. Sadler, and D. Keith Wilson
    Distributed Multi-Target Detection in Sensor Networks, Xiaoling Wang, Hairong Qi, and Steve Beck
    Symbolic Dynamic Filtering for Pattern Recognition in Distributed Sensor Networks, Xin Jin, Shalabh Gupta, Kushal Mukherjee, and Asok Ray
    Beamforming, J.C. Chen and Kung Yao

    Information Fusion
    Foundations of Data Fusion for Automation, S. Sitharama Iyengar, Shivakumar Sastry, and N. Balakrishnan
    Measurement-Based Statistical Fusion Methods for Distributed Sensor Networks, Nageswara S.V. Rao
    Soft Computing Techniques, Richard R. Brooks
    Estimation and Kalman Filters, David L. Hall
    Data Registration, Richard R. Brooks, Jacob Lamb, Lynne L. Grewe, and Juan Deng
    Signal Calibration, Estimation for Real-Time Monitoring and Control, Asok Ray and Shashi Phoha
    Semantic Information Extraction, David S. Friedlander
    Fusion in the Context of Information Theory, Mohiuddin Ahmed and Gregory Pottie
    Multispectral Sensing, N.K. Bose
    Chebyshev’s Inequality-Based Multisensor Data Fusion in Self- Organizing Sensor Networks, Mengxia Zhu, Richard R. Brooks, Song Ding, Qishi Wu, Nageswara S.V. Rao, and S. Sitharama Iyengar
    Markov Model Inferencing in Distributed Systems, Chen Lu, Jason M. Schwier, Richard R. Brooks, Christopher Griffin, and Satish Bukkapatnam
    Emergence of Human-Centric Information Fusion, David L. Hall

    Power Management
    Designing Energy-Aware Sensor Systems, N. Vijaykrishnan, M.J. Irwin, M. Kandemir, L. Li, G. Chen, and B. Kang
    Operating System Power Management, Vishnu Swaminathan and Krishnendu Chakrabarty
    An Energy-Aware Approach for Sensor Data Communication, H. Saputra, N. Vijaykrishnan, M. Kandemir, Richard R. Brooks, and M.J. Irwin
    Compiler-Directed Communication Energy Optimizations for Microsensor Networks, I. Kadayif, M. Kandemir, A. Choudhary, M. Karakoy, N. Vijaykrishnan, and M.J. Irwin
    Jamming Games in Wireless and Sensor Networks, Rajgopal Kannan, Costas Busch, and Shuangqing Wei
    Reasoning about Sensor Networks, Manuel Peralta, Supratik Mukhopadhyay, and Ramesh Bharadwaj
    Testing and Debugging Sensor Network Applications, Sally K. Wahba, Jason O. Hallstrom, and Nigamanth Sridhar

    Index

    Biography

    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.