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.This two volume set, 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. Volume 1 Image and Sensor Signal Processing includes: Distributed Sensing and Signal Processing; Information Fusion; and Power Management. Volume 2 Sensor Networking and Applications includes: Sensor Deployment; Adaptive Tasking; Self-Configuration; System Control; and Engineering Examples.
Author(s): S. Sitharama Iyengar, Richard R. Brooks
Series: Chapman & Hall/CRC Computer and Information Science Series
Publisher: CRC Press/Chapman & Hall
Year: 2022
Language: English
Pages: 1675
City: Boca Raton
Volume Cover
Volume 1
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
1: Microsensor Applications
2: Interfacing Distributed Sensor Actuator Networks with the Physical World
3: Contrast with Traditional Systems
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
Volume 2
Cover
Half Title
Series
Title
Copyright
Dedication
Table of Contents
Preface to the Second Edition
Preface to the First Edition
Editors
Contributors
Part I Sensor Deployment
1 Coverage-Oriented Sensor Deployment
2 Deployment of Sensors
3 Genetic Algorithm for Mobile Agent Routing in Distributed Sensor Networks
4 Computer Network
5 Location-Centric Networking in Distributed Sensor Networks
6 Application of Geometric Probability and Integral Geometry to Sensor Field Analysis
7 Directed Diffusion
8 Data Security Perspectives
9 Sensor Network Security with Random Key Predistribution
10 Quality of Service Metrics with Applications to Sensor Networks
11 Network Daemons for Distributed Sensor Networks
12 Energy-Latency Trade-Off for Routing in Sensor Networks and the Positive Impact of Mobility
13 Traffic Analysis Attacks on Sensor Networks
14 Secure Key Distribution and Revocation for Advanced Metering Infrastructure
15 Measurement, Modeling, and Avoidance of IEEE 802.15.4 Radio Transmission Errors in Rotating Sensor Systems
16 Detecting Sybil Attacks in Vehicular Ad Hoc Networks
Part II A Adaptive Tasking
17 Query Processing in Sensor Networks
18 Autonomous Software Reconfiguration
19 Mobile Code Support
20 Mobile Agent Framework for Collaborative Processing in Sensor Networks
21 Distributed Services for Self-Organizing Wireless Sensor Networks
22 On-Demand Querying in Sensor Networks
23 Improving Target Localization and Tracking by Dynamically Prioritized Frequency Band Allocation for Wireless Sensor Networks in Urban Environments
24 Distributed Detection of Replica Node Attacks
25 Topology-Aware Routing and Transmission Scheduling for Highway Sensor Networks
26 Dynamically Adaptive Multi-Modal Sensor Fusion in Urban Environments
Part III Self-Configuration
27 Self-Configuration
28 Collective Intelligence for Power-Aware Routing in Mobile Ad Hoc Sensor Networks
29 Random Networks and Percolation Theory
30 On the Behavior of Communication Links in a Multi-Hop Mobile Environment
31 Localization in 3D Wireless Sensor Networks Based on Geometric Computation
PART IV System Control
32 Example DSN Control Hierarchy
PART V Engineering Examples
33 SenSoft
34 Statistical Approaches to Cleaning Sensor Data
35 Plant Monitoring with Special Reference to Endangered Species
36 Designing Distributed Sensor Applications for Wireless Mesh Networks
37 Wireless Sensor Network Test Bed for Target Tracking
38 Lightweight Key Management in Multi-Hop Wireless Sensor Networks
39 Maritime Domain Awareness
40 Environmental Monitoring Application
