Book description
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
Table of contents
- Cover
- Half Title
- Title Page
- Copyright Page
- Dedication
- Table of Contents
- Preface to the Second Edition
- Preface to the First Edition
- Editors
- Contributors
- PART I Overview
-
PART II Distributed Sensing and Signal Processing
- 4 Digital Signal Processing Backgrounds
- 5 Image Processing Background
- 6 Object Detection and Classification
- 7 Parameter Estimation
- 8 Target Tracking with Self-Organizing Distributed Sensors
- 9 Collaborative Signal and Information Processing
- 10 Environmental Effects
- 11 Detecting and Counteracting Atmospheric Effects
- 12 Signal Processing and Propagation for Aeroacoustic Sensor Networks
- 13 Distributed Multi-Target Detection in Sensor Networks
- 14 Symbolic Dynamic Filtering for Pattern Recognition in Distributed Sensor Networks
- 15 Beamforming
-
PART III Information Fusion
- 16 Foundations of Data Fusion for Automation
- 17 Measurement-Based Statistical Fusion Methods for Distributed Sensor Networks
- 18 Soft Computing Techniques
- 19 Estimation and Kalman Filters
- 20 Data Registration
- 21 Signal Calibration, Estimation for Real-Time Monitoring and Control
- 22 Semantic Information Extraction
- 23 Fusion in the Context of Information Theory
- 24 Multispectral Sensing
- 25 Chebyshev’s Inequality-Based Multisensor Data Fusion in Self-Organizing Sensor Networks
- 26 Markov Model Inferencing in Distributed Systems
- 27 Emergence of Human-Centric Information Fusion
-
PART IV Power Management
- 28 Designing Energy-Aware Sensor Systems
- 29 Operating System Power Management
- 30 An Energy-Aware Approach for Sensor Data Communication
- 31 Compiler-Directed Communication Energy Optimizations for Microsensor Networks
- 32 Jamming Games in Wireless and Sensor Networks
- 33 Reasoning about Sensor Networks
- 34 Testing and Debugging Sensor Network Applications
Product information
- Title: Distributed Sensor Networks, 2nd Edition
- Author(s):
- Release date: April 2016
- Publisher(s): Chapman and Hall/CRC
- ISBN: 9781000755664
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