Book description
Preserving the excellence and accessibility of its best-selling predecessor, this second edition once again provides all the fundamentals and applications in one complete, self-contained source. It 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
- 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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