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Distributed Sensor Networks, Second Edition: Image and Sensor Signal Processing

Author(s) Name:  S. Sitharama Iyengar, Richard R. Brooks

About the Book:

   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.

Table of Contents

  • Overview
  •   1. Microsensor Applications
      2. Contrast with Traditional Systems
  • Distributed Sensing and Signal Processing
  •   1. Digital Signal Processing Backgrounds
      2. Image Processing Background
      3. Object Detection and Classification
      4. Parameter Estimation
      5. Target Tracking with Self-Organizing Distributed Sensors
      6. Signal and Information Processing
  • Information Fusion
  •   1. Foundations of Data Fusion for Automation
      2. Measurement-Based Statistical Fusion Methods for Distributed Sensor Networks
      3. Soft Computing Techniques
      4. Estimation and Kalman Filters
      5. Fusion in the Context of Information Theory
  • Power Management
  •   1. Designing Energy-Aware Sensor Systems
      2. Operating System Power Management
      3. Compiler-Directed Communication Energy Optimizations for Microsensor Networks
      4. Testing and Debugging Sensor Network Applications

    ISBN:  9781439862827

    Publisher:  Chapman and Hall/CRC

    Year of Publication:  2012

    Book Link:  Home Page Url