He You, Xiu Jianjuan, Guan Xin

Radar Data Processing With Applications (eBook, PDF)

• Format: PDF

Produktbeschreibung

Radar Data Processing with Applications Radar Data Processing with Applications He You, Xiu Jianjuan, Guan Xin, Naval Aeronautical and Astronautical University, China A summary of thirty years' worth of research, this book is a systematic introduction to the theory, development, and latest research results of radar data processing technology. Highlights of the book include sections on data pre-processing technology, track initiation, and data association. Readers are also introduced to maneuvering target tracking, multiple target tracking termination, and track management theory. In order to improve data analysis, the authors have also included group tracking registration algorithms and a performance evaluation of radar data processing. * Presents both classical theory and development methods of radar data processing * Provides state-of-the-art research results, including data processing for modern radars and tracking performance evaluation theory * Includes coverage of performance evaluation, registration algorithm for radar networks, data processing of passive radar, pulse Doppler radar, and phased array radar * Features applications for those engaged in information engineering, radar engineering, electronic countermeasures, infrared techniques, sonar techniques, and military command Radar Data Processing with Applications is a handy guide for engineers and industry professionals specializing in the development of radar equipment and data processing. It is also intended as a reference text for electrical engineering graduate students and researchers specializing in signal processing and radars.

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Produktdetails

• Verlag: John Wiley & Sons
• Seitenzahl: 560
• Erscheinungstermin: 1. August 2016
• Englisch
• ISBN-13: 9781118956892
• Artikelnr.: 45695398

Autorenporträt

Dr You He, Professor and Chancellor of Naval Aeronautical and Astronautical University, China. Dr He received his Ph.D degree in electronic engineering from Tsinghua University, Beijing, P.R. China, in 1997. From Oct. 1991 to Nov. 1992, he was with the Institute of Communication at Technical University of Braunschweig, Germany. He is Fellow Member of the Chinese Institute of Electronic, Executive Director of China aviation society, and Director of the Information Fusion Branch of China Aviation Society. His research interests include detection and estimation theory, multiple target tracking and multisensor information fusion. He has been engaged in target tracking and information fusion research work for 30 years. He has published over two hundred journal papers and three books. In 2013, Dr. He was elected to be a member of Chinese Academy of Engineering. Dr. Jian-Juan Xiu received her Ph.D in Naval Aeronautical and Astronautical University, China, in 2004. Now she is an associate professor of the university. Her research interests include passive location, multiple target tracking and multi-sensor information fusion. Dr. Xin Guan received his Ph.D from Naval Aeronautical and Astronautical University in 2006. She is now a professor and master tutor in Department of Electronics and Communication of the same school. She is major in ECM, radar emitter identification and evidence theory. She has published over 70 papers and two academic monographs.

Inhaltsangabe

About the Authors xiv

Preface xvi

1 Introduction 1

1.1 Aim and Significance of Radar Data Processing 1

1.2 Basic Concepts in Radar Data Processing 2

1.3 Design Requirements and Main Technical Indexes of Radar Data Processors 9

1.4 History and Present Situation of Research in Radar Data Processing Technology 12

1.5 Scope and Outline of the Book 14

2 Parameter Estimation 20

2.1 Introduction 20

2.2 The Concept of Parameter Estimation 20

2.3 Four Basic Parameter Estimation Techniques 23

2.4 Properties of Estimators 26

2.5 Parameter Estimation of Static Vectors 28

2.6 Summary 33

3 Linear Filtering Approaches 34

3.1 Introduction 34

3.2 Kalman Filter 34

3.3 Steady-State Kalman Filter 48

3.4 Summary 52

4 Nonlinear Filtering Approaches 53

4.1 Introduction 53

4.2 Extended Kalman Filter 53

4.3 Unscented Kalman Filter 58

4.4 Particle Filter 65

4.5 Summary 71

5 Measurement Preprocessing Techniques 72

5.1 Introduction 72

5.2 Time Registration 72

5.3 Space Registration 75

5.4 Radar Error Calibration Techniques 88

5.5 Data Compression Techniques 89

5.6 Summary 93

6 Track Initiation in Multi-target Tracking 95

6.1 Introduction 95

6.2 The Shape and Size of Track Initiation Gates 96

6.3 Track Initiation Algorithms 100

6.4 Comparison and Analysis of Track Initiation Algorithms 109

6.5 Discussion of Some Issues in Track Initiation 116

6.6 Summary 117

7 Maximum Likelihood Class Multi-target Data Association Methods 118

7.1 Introduction 118

7.2 Track-Splitting Algorithm 118

7.3 Joint Maximum Likelihood Algorithm 123

7.4 0-1 Integer Programming Algorithm 126

7.5 Generalized Correlation Algorithm 130

7.6 Summary 137

8 Bayesian Multi-target Data Association Approach 138

8.1 Introduction 138

8.2 Nearest-Neighbor Algorithm 138

8.3 Probabilistic Data Association Algorithm 141

8.4 Integrated Probabilistic Data Association Algorithm 152

8.5 Joint Probabilistic Data Association Algorithm 154

8.6 Summary 167

9 Tracking Maneuvering Targets 169

9.1 Introduction 169

9.2 Tracking Algorithm with Maneuver Detection 170

9.3 Adaptive Tracking Algorithm 174

9.4 Performance Comparison of Maneuvering Target Tracking Algorithms 189

9.5 Summary 201

10 Group Target Tracking 203

10.1 Introduction 203

10.2 Basic Methods for Track Initiation of the Group Target 204

10.3 The Gray Fine Track Initiation Algorithm for Group Targets 214

10.4 Centroid Group Tracking 233

10.5 Formation Group Tracking 238

10.6 Performance Analysis of Tracking Algorithms for Group Targets 240

10.7 Summary 246

11 Multi-target Track Termination Theory and Track Management 250

11.1 Introduction 250

11.2 Multi-target Track Termination Theory 250

11.3 Track Management 258

11.4 Summary 275

12 Passive Radar Data Processing 276

12.1 Introduction 276

12.2 Advantages of Passive Radars 276

12.3 Passive Radar Spatial Data Association 278

12.4 Optimal Deployment of Direction-Finding Location 289

12.5 Passive Location Based on TDOA Measurements 299

12.6 Summary 303

13 Pulse Doppler Radar Data Pr