Radar data processing with applications / He You, Xiu Jianjuan, Guan Xin.

Format:

Book

Author/Creator:

He, You, 1956- author.

Xiu, Jianjuan, 1971- author.

Guan, Xin, 1978- author.

Language:

English

Subjects (All):

Radar--Mathematics.

Radar.

Radar--Data processing.

Physical Description:

1 online resource (557 p.)

Edition:

1st ed.

Place of Publication:

Singapore : Publishing House of Electronics Industry : Wiley, 2016.

Summary:

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.

Contents:

Title Page ; Copyright; Contents; About the Authors; Preface; Chapter 1 Introduction ; 1.1 Aim and Significance of Radar Data Processing; 1.2 Basic Concepts in Radar Data Processing; 1.2.1 Measurements; 1.2.2 Measurement Preprocessing; 1.2.3 Data Association; 1.2.4 Wave Gate; 1.2.5 Track Initiation and Termination; 1.2.6 Tracking; 1.2.7 Track; 1.3 Design Requirements and Main Technical Indexes of Radar Data Processors; 1.3.1 Basic Tasks of Data Processors; 1.3.2 The Engineering Design of Data Processors; 1.3.3 The Main Technical Indexes of Data Processors

1.3.4 The Evaluation of Data Processors1.4 History and Present Situation of Research in Radar Data Processing Technology; 1.5 Scope and Outline of the Book; Chapter 2 Parameter Estimation ; 2.1 Introduction; 2.2 The Concept of Parameter Estimation; 2.3 Four Basic Parameter Estimation Techniques; 2.3.1 Maximum A Posteriori Estimator; 2.3.2 Maximum Likelihood Estimator; 2.3.3 Minimum Mean Square Error Estimator; 2.3.4 Least Squares Estimator; 2.4 Properties of Estimators; 2.4.1 Unbiasedness; 2.4.2 The Variance of an Estimator; 2.4.3 Consistent Estimators; 2.4.4 Efficient Estimators

2.5 Parameter Estimation of Static Vectors2.5.1 Least Squares Estimator; 2.5.2 Minimum Mean Square Error Estimator; 2.5.3 Linear Minimum Mean Square Error Estimator; 2.6 Summary; Chapter 3 Linear Filtering Approaches ; 3.1 Introduction; 3.2 Kalman Filter; 3.2.1 System Model; 3.2.2 Filtering Model; 3.2.3 Initialization of Kalman Filters; 3.3 Steady-State Kalman Filter ; 3.3.1 Mathematical Definition and Judgment Methods for Filter Stability; 3.3.2 Controllability and Observability of Random Linear System; 3.3.3 Steady-State Kalman Filter; 3.4 Summary; Chapter 4 Nonlinear Filtering Approaches

4.1 Introduction4.2 Extended Kalman Filter; 4.2.1 Filter Model; 4.2.2 Some Problems in the Application of Extended Kalman Filters; 4.3 Unscented Kalman Filter; 4.3.1 Unscented Transformation; 4.3.2 Filtering Model; 4.3.3 Simulation Analysis; 4.4 Particle Filter; 4.4.1 Filtering Model; 4.4.2 Examples of the Application of EKF, UKF, and PF; 4.5 Summary; Chapter 5 Measurement Preprocessing Techniques ; 5.1 Introduction; 5.2 Time Registration; 5.2.1 Interpolation/Extrapolation Method Using Velocity; 5.2.2 The Lagrange Interpolation Algorithm; 5.2.3 Least-Squares Curve-Fitting Algorithm

5.3 Space Registration5.3.1 Coordinates; 5.3.2 Coordinate Transformation; 5.3.3 Transformation of Several Common Coordinate Systems; 5.3.4 Selection of Tracking Coordinate Systems and Filtering State Variables; 5.4 Radar Error Calibration Techniques; 5.5 Data Compression Techniques; 5.5.1 Data Compression in Monostatic Radar; 5.5.2 Data Compression in Multistatic Radar; 5.6 Summary; Chapter 6 Track Initiation in Multi-target Tracking ; 6.1 Introduction; 6.2 The Shape and Size of Track Initiation Gates; 6.2.1 The Annular Gate; 6.2.2 The Elliptic/Ellipsoidal Gate; 6.2.3 The Rectangular Gate

6.2.4 The Sector Gate

Notes:

Description based upon print version of record.

Includes bibliographical references and index.

Description based on print version record.

ISBN:

9781118956892

1118956893

9781523110469

1523110465

9781118956885

1118956885

9781118956878

1118956877

OCLC:

954734853