Multitarget-Multisensor Tracking
Providing the most up-to-date information available on sensors and tracking, this new resource helps you develop practical, innovative design solutions for single and multiple sensor systems, as well as biomedical applications for automated cell motility study systems. Plus, it discusses important innovations and applications in multitarget tracking, featuring succinct reviews of emergent technologies from the hottest R&D labs, to keep you at the forefront of your profession.

This book addresses...

> Multisensor tracking, resource allocation, hardware and software considerations

> Multitarget tracking data association algorithms and various assignment techniques

> The incorporation of the Nearest Neighbor Joint Probabilistic Data Association algorithm into the Interacting Multiple Model estimator

> Non-linear filtering to fuse target kinematic state measurements and target signature measurements

> A Variable Structure Interacting Multiple Model (VS-IMM) estimator combined with an Assignment algorithm for tracking multiple ground targets using MTI data obtained from an airborne sensor

Of special interest to designers and systems engineers, the book includes a discussion of ECMs that might be used to corrupt radar tracking performance and ways to computer-model these ECMs for use in simulations. Plus, you get a detailed signal processing model to help you optimize sonar/radar waveforms for tracking, and a comprehensive introduction to variable structure estimators to help you assess their practical applications.

1016476103
Multitarget-Multisensor Tracking
Providing the most up-to-date information available on sensors and tracking, this new resource helps you develop practical, innovative design solutions for single and multiple sensor systems, as well as biomedical applications for automated cell motility study systems. Plus, it discusses important innovations and applications in multitarget tracking, featuring succinct reviews of emergent technologies from the hottest R&D labs, to keep you at the forefront of your profession.

This book addresses...

> Multisensor tracking, resource allocation, hardware and software considerations

> Multitarget tracking data association algorithms and various assignment techniques

> The incorporation of the Nearest Neighbor Joint Probabilistic Data Association algorithm into the Interacting Multiple Model estimator

> Non-linear filtering to fuse target kinematic state measurements and target signature measurements

> A Variable Structure Interacting Multiple Model (VS-IMM) estimator combined with an Assignment algorithm for tracking multiple ground targets using MTI data obtained from an airborne sensor

Of special interest to designers and systems engineers, the book includes a discussion of ECMs that might be used to corrupt radar tracking performance and ways to computer-model these ECMs for use in simulations. Plus, you get a detailed signal processing model to help you optimize sonar/radar waveforms for tracking, and a comprehensive introduction to variable structure estimators to help you assess their practical applications.

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Overview

Providing the most up-to-date information available on sensors and tracking, this new resource helps you develop practical, innovative design solutions for single and multiple sensor systems, as well as biomedical applications for automated cell motility study systems. Plus, it discusses important innovations and applications in multitarget tracking, featuring succinct reviews of emergent technologies from the hottest R&D labs, to keep you at the forefront of your profession.

This book addresses...

> Multisensor tracking, resource allocation, hardware and software considerations

> Multitarget tracking data association algorithms and various assignment techniques

> The incorporation of the Nearest Neighbor Joint Probabilistic Data Association algorithm into the Interacting Multiple Model estimator

> Non-linear filtering to fuse target kinematic state measurements and target signature measurements

> A Variable Structure Interacting Multiple Model (VS-IMM) estimator combined with an Assignment algorithm for tracking multiple ground targets using MTI data obtained from an airborne sensor

Of special interest to designers and systems engineers, the book includes a discussion of ECMs that might be used to corrupt radar tracking performance and ways to computer-model these ECMs for use in simulations. Plus, you get a detailed signal processing model to help you optimize sonar/radar waveforms for tracking, and a comprehensive introduction to variable structure estimators to help you assess their practical applications.


Product Details

ISBN-13: 9781580530910
Publisher: Artech House, Incorporated
Publication date: 09/30/2000
Series: Radar Library Series
Pages: 616
Product dimensions: 6.14(w) x 9.21(h) x 1.31(d)

Table of Contents

Contents: Practical Aspects of Multisensor Tracking and Sensor Resource Allocation. Survey of Assignment Techniques for MTT. IMM Estimator with Nearest Neighbor Joint Probabilistic Data Association. Tracking Closely-Spaced, Deformable Objects. Tracking for Ballistic Missile Defense. Joint Target Tracking and Identification: An Application of Nonlinear Filtering. Ground Target Tracking with Topography-Based Variable Structure IMM Estimator. Radar Signal Processing for Tracking. Optical Sensor Signal Processing for Tracking. Modeling of Electronic Countermeasures for Multitarget Tracking and Data Association. Sonar/Radar Waveform Design for Optimal Tracking Performance. Engineer's Guide to Variable Structure Estimators for Tracking.

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