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Handbook of Multisensor Data Fusion

Theory and Practice, Second Edition

Edited by Martin Liggins II, David Hall, James Llinas

Series Editor: Alexander D. Poularikas

CRC Press – 2008 – 870 pages

Series: Electrical Engineering & Applied Signal Processing Series

Purchasing Options:

  • Add to CartHardback: $199.95
    978-1-42-005308-1
    September 25th 2008

Description

In the years since the bestselling first edition, fusion research and applications have adapted to service-oriented architectures and pushed the boundaries of situational modeling in human behavior, expanding into fields such as chemical and biological sensing, crisis management, and intelligent buildings.

Handbook of Multisensor Data Fusion: Theory and Practice, Second Edition represents the most current concepts and theory as information fusion expands into the realm of network-centric architectures. It reflects new developments in distributed and detection fusion, situation and impact awareness in complex applications, and human cognitive concepts. With contributions from the world’s leading fusion experts, this second edition expands to 31 chapters covering the fundamental theory and cutting-edge developments that are driving this field.

New to the Second Edition—

· Applications in electromagnetic systems and chemical and biological sensors

· Army command and combat identification techniques

· Techniques for automated reasoning

· Advances in Kalman filtering

· Fusion in a network centric environment

· Service-oriented architecture concepts

· Intelligent agents for improved decision making

· Commercial off-the-shelf (COTS) software tools

From basic information to state-of-the-art theories, this second edition continues to be a unique, comprehensive, and up-to-date resource for data fusion systems designers.

Contents

Multisensor Data Fusion

D. L. Hall and J. Llinas

Data Fusion Perspectives and Its Role in Information Processing

O. Kessler and F. White

Revisions to the JDL Data Fusion Model

A. N. Steinberg and C. L. Bowman

Introduction to the Algorithms of Data Association in Multiple-Target Tracking

J. K. Uhlmann

The Principles and Practice of Image and Spatial Data Fusion

E. Waltz and T. Waltz

Data Registration

R. R. Brooks and L. Grewe

Data Fusion Automation: A Top-Down Perspective

R. Antony

Overview of Distributed Decision Fusion

M. E. Liggins

Introduction to Particle Filtering: The Next Stage in Tracking

M. E. Liggins and K-C. Chang

Target Tracking Using Probabilistic Data Association-Based

Techniques with Applications to Sonar, Radar, and EO Sensors

T. Kirubarajan and Y. Bar-Shalom

An Introduction to the Combinatorics of Optimal and

Approximate Data Association

J. K. Uhlmann

A Bayesian Approach to Multiple-Target Tracking

L. D. Stone

Data Association Using Multiple-Frame Assignments

A. B. Poore, S. Lu, and B. J. Suchomel

General Decentralized Data Fusion with Covariance Intersection

S. Julier and J. K. Uhlmann

Data Fusion in Nonlinear Systems

S. Julier and J. K. Uhlmann

Random Set Theory for Multisource-Multitarget Information Fusion

R. Mahler

Distributed Fusion Architectures, Algorithms, and Performance within a Network-Centric Architecture

M. E. Liggins and K-C. Chang

Foundations of Situation and Threat Assessment

A. N. Steinberg

An Introduction to Level 5 Fusion: The Role of the User

E. Blasch

Perspectives on the Human Side of Data Fusion: Prospects for

Improved Effectiveness using Advanced Human-Computer Interfaces

D. L. Hall, C. M. Hall, and S. A. H. McMullen

Requirements Derivation for Data Fusion Systems

E. Waltz and D. L. Hall

A Systems Engineering Approach for Implementing

Data Fusion Systems

C. L. Bowman and A. N. Steinberg

Studies and Analyses within Project Correlation: An In-Depth

Assessment of Correlation Problems and Solution Techniques

J. Llinas, Capt. L. McConnell, C. L. Bowman, D. L. Hall, and P.

Applegate

Data Management Support to Tactical Data Fusion

R. Antony

Assessing the Performance of Multisensor Fusion Processes

J. Llinas

A Survey of COTS Software for Multisensor Data Fusion

S. A. Hall McMullen, R. R. Sherry, and S. Miglani

A Survey of Multisensor Data Fusion Systems

M. L. Nichols

Data Fusion for Developing Predictive Diagnostics for

Electromechanical Systems

C. S. Byington and A. K. Garga

Adapting Data Fusion to Chemical and Biological Sensors

D. C. Swanson

Fusion of Ground and Satellite Data via the Army Battle Command

System

S. Aungst, M. Campbell, J. Kuhns, D. Beyerle, T. Bacastow, and J. Knox

Developing Information Fusion Methods for Combat Identification

T. M. Schuck, J. Bockett Hunter, and D. D. Wilson

Name: Handbook of Multisensor Data Fusion: Theory and Practice, Second Edition (Hardback)CRC Press 
Description: Edited by Martin Liggins II, David Hall, James LlinasSeries Editor: Alexander D. Poularikas. In the years since the bestselling first edition, fusion research and applications have adapted to service-oriented architectures and pushed the boundaries of situational modeling in human behavior, expanding into fields such as chemical and biological...
Categories: Digital Signal Processing, Instrumentation, Measurement & Testing, Aerospace Engineering