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Design and Analysis of Modern Tracking Systems : Radar Library - Samuel Blackman

Design and Analysis of Modern Tracking Systems

Radar Library

Hardcover

Published: 1st July 1999
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An overview of the state in design and implementation of advanced tracking for single and multiple sensor systems. The text provides evaluations of sensor management, kinematic and attribute data processing, data association, situation assessment, and modern tracking and data fusion methods as applied in both military and non-military arenas. The book offers full coverage of tracking topics such as passive ranging and interactive multiple model (IMM) filtering; multiple hypothesis tracking (MHT) data association; Bayesian and Dempster-Shafer attribute fusion; multiple sensor tracking methods for distributed systems such as space-based surveillance systems; use of tracking data for situation assessment and sensor management; track fusion and track-before-detect (TBD) methods; and efficient allocation of agile beam radar resources. It also covers the interpretation and optimisation of tracker data, and solves the problems associated with algorithm choice and design.

The Basics of Target Tracking
Sensor and Source Characteristics
Kinematic State Estimation: Filtering and Prediction
Modelling and Tracking Dynamic Targets
Passive Sensor Tracking
Basic Methods for Data Association
Advanced Methods for MTT Data Association
Attribute Data Fusion
Multiple Sensor Tracking -- Issues and Methods
Multiple Sensor Tracking -- System Implementation and Applications
Reasoning Schemes for Situation Assessment and Sensor Management
Situation Assessment
Tracking System Performance Prediction, and Evaluation
Multi Target Tracking with an Agile Beam Radar
Sensor Management
Multiple Hypothesis Tracking System Design and Application
Detection and Tracking of Dim Targets in Clutter
Table of Contents provided by Publisher. All Rights Reserved.

ISBN: 9781580530064
ISBN-10: 1580530060
Series: Radar Library
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 1015
Published: 1st July 1999
Publisher: Artech House Publishers
Country of Publication: US
Dimensions (cm): 23.0 x 17.8  x 7.2
Weight (kg): 1.4