Adaptive radar resource management / Peter W. Moo, Zhen Ding.

Format:

Book

Author/Creator:

Moo, Peter W., author.

Ding, Zhen, author.

Language:

English

Subjects (All):

Radar--United States--Antennas.

Radar.

Physical Description:

1 online resource (158 p.)

Edition:

1st ed.

Place of Publication:

Amsterdam, [Netherlands] : Academic Press, 2015.

Language Note:

English

Summary:

Radar Resource Management (RRM) is vital for optimizing the performance of modern phased array radars, which are the primary sensor for aircraft, ships, and land platforms. Adaptive Radar Resource Management gives an introduction to radar resource management (RRM), presenting a clear overview of different approaches and techniques, making it very suitable for radar practitioners and researchers in industry and universities. Coverage includes: RRM's role in optimizing the performance of modern phased array radars The advantages of adaptivity in implementing RRMThe role that modelling and

Contents:

Front Cover; Adaptive Radar Resource Management; Copyright; Dedication ; Contents; Acknowledgments; Chapter 1: Introduction; 1.1 The Radar Resource Management Problem; 1.1.1 Radar Resources; 1.1.2 Radar Terminology; 1.1.3 Radar Functions; 1.1.4 Radar Resource Management Model; 1.2 Outline of This Book; Chapter 2: Overview of RRM Techniques; 2.1 Introduction; 2.2 Artificial Intelligence Algorithms; 2.2.1 Neural Networks; 2.2.1.1 Task Prioritization; 2.2.1.2 Task Scheduling; 2.2.1.3 Comments; 2.2.2 Expert System; 2.2.2.1 Description of the Expert System Approach; 2.2.2.2 Comments

2.2.3 Fuzzy Logic2.2.3.1 Fuzzy Logic Approach; 2.2.3.2 Comments; 2.2.4 Entropy; 2.2.4.1 Entropy Algorithm; 2.2.4.2 Comments; 2.3 Dynamic Programming Algorithms; 2.3.1 An Example; 2.3.2 Computational Challenge; 2.3.3 Some Dynamic Programming Algorithms; 2.3.4 Comments; 2.4 Q-RAM Algorithms; 2.4.1 Introduction; 2.4.2 Mathematical Formulation; 2.4.3 Some Q-RAM Algorithms; 2.4.3.1 A Framework of Q-RAM; 2.4.3.2 Some Q-RAM Algorithms Based on the Resource Management Framework; 2.4.3.3 Other Q-RAM Algorithms; 2.4.3.4 Comments; 2.5 Waveform-Aided Algorithms; 2.5.1 Introduction

2.5.2 A Neural Network Algorithm2.5.3 The Waveform Selective PDA Algorithm; 2.5.4 Other Waveform-Aided Algorithms; 2.5.5 A Literature Survey of Adaptive Radar; 2.5.6 A DARPA Research Program on Adaptive Waveform Design for Naval Applications; 2.5.7 Comments; 2.6 Adaptive Update Rate Algorithms; 2.6.1 Introduction; 2.6.2 A Foundation for Adaptive Update Rate Tracking; 2.6.3 Adaptive Update Rate IMM-MHT Algorithm; 2.6.4 Other Adaptive Update Rate Algorithms; 2.6.5 Comments; 2.7 The NRL Benchmark Problems and Solutions; 2.7.1 The NRL Benchmark Problems; 2.7.2 Solutions to the Benchmark Problems

2.7.2.1 Solutions to Benchmark 12.7.2.2 Solutions to Benchmark 2; 2.7.2.3 A Solution to Benchmark 3; 2.7.3 Comments; 2.8 Summary; Chapter 3: Comparison of Adaptive and Nonadaptive Techniques; 3.1 Performance Metrics; 3.1.1 Scheduler Performance Metrics; 3.1.2 Detection Performance Metrics; 3.1.3 Tracker Performance Metrics; 3.2 Adapt_MFR Simulation Tool; 3.3 Adaptive Techniques; 3.3.1 Fuzzy Logic Prioritization; 3.3.2 Time-Balancing Scheduling; 3.3.3 Adaptive Update Intervals for Tracking; 3.4 Performance Comparison; Chapter 4: Adaptive Scheduling Techniques; 4.1 Optimal Assignment Scheduler

4.1.1 Introduction4.1.2 Specifics of the Optimal Assignment Scheduler; 4.1.3 Time-Balancing Scheduler; 4.1.4 Performance Evaluation; 4.1.4.1 A Simulation Scenario; 4.1.4.2 Performance Comparison; 4.1.5 Summary; 4.2 Two-Slope Benefit Function Scheduler; 4.2.1 Sequential Scheduler; 4.2.2 Two-Slope Benefit Function Sub-Scheduler; 4.2.2.1 Preliminaries; 4.2.2.2 Selection of Look Parameters; 4.2.2.3 Radar Loading of Primary Looks Within the Time Window; 4.2.2.4 Sub-Scheduler Overview; 4.2.2.5 Metrics Calculation; 4.2.2.6 Look Down-Selection; 4.2.2.7 Start Time Assignment

4.2.2.8 Impact of Look Parameters on Primary Look Schedule

Notes:

Description based upon print version of record.

Includes bibliographical references.

Description based on online resource; title from PDF title page (ebrary, viewed August 5, 2015).

ISBN:

0-12-804210-9

OCLC:

914472481