Space-Time Adaptive Processing for Radar: Space-Time Adaptive Processing for Radar.rar

Space-Time Adaptive Processing for Radar (Artech House Radar Library)
By J. R. Guerci




Publisher: Artech House Publishers
Number Of Pages: 208
Publication Date: 2003-08
ISBN-10 / ASIN: 1580533779
ISBN-13 / EAN: 9781580533775
Binding: Hardcover


Whether you are a radar engineer looking to apply effective STAP(space-time adaptive processing) techniques to your system, or a non-radar specialist interested in important applications of multichannel adaptive filtering, this practical resource, based on a time-tested course taught in industry, government and academia, is essential reading. The book introduces you to basic STAP concepts and methods, placing emphasis on implementation in real-world systems.

You find the analysis tools you need to assess the impact of STAP on a variety of important radar applications. A toolkit of STAP algorithms and implementation techniques allows you the flexibility of adapting the best methods to your application. From important factors affecting STAP performance, to reduced-rank and minimized sample support STAP, the book clearly explains critical topics in a manner that is easily understandable to anyone with a basic background in radar and signal processing. Moreover, this unique reference includes detailed descriptions of the latest developments in STAP research, helping you keep up with important trends in the industry.

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Preface ix
References x
Acknowledgments xiii
References xiv
1 Introduction 1
1.1 The Need for Space-Time Adaptive Processing
in Moving Target Indicator Radar 1
1.2 STAP for MTI Radar 3
1.3 Book Organization 7
References 10
2 Adaptive Array Processing 11
2.1 Introduction 11
2.2 Optimum Spatial (Angle) Beamforming 11
2.2.1 Derivation of the Optimum Beamformer 18
2.2.2 Case I: Additive White Noise 19
2.2.3 Case II: Additive Colored Noise 23
v
vi Space-Time Adaptive Processing for Radar
2.3 Optimum Temporal (Doppler/Pulse)
Processing 29
2.4 Adaptive 1-D Processing 31
2.5 Adaptivity in Nonstationary Environments 39
2.6 Summary 42
References 42
Appendix 2A: ULA Antenna Pattern Response 44
Appendix 2B: Derivation of the Maximum
Likelihood Sample Covariance Matrix 46
3 Space-Time Adaptive Processing 51
3.1 Introduction 51
3.2 Need for Joint Space and Time Processing 52
3.2.1 Joint Clutter and Jamming Characteristics 63
3.3 Optimum Space-Time Processing for MTI
Radar 65
3.4 STAP 71
3.5 Summary 71
References 72
4 Other Important Factors Affecting STAP
Performance 75
4.1 Introduction 75
4.2 Channel Mismatch 77
4.2.1 Angle-Independent Channel Mismatch 78
4.2.2 Angle-Dependent Channel Mismatch 92
Contents vii
4.3 Other Interference Subspace Leakage Effects 95
4.4 Antenna Array Misalignment 99
4.5 Nonlinear Arrays 103
4.6 Interference Nonstationarity and the Iceberg
Effect 103
4.7 Summary 106
References 108
5 STAP for Radar: Methods, Algorithms, and
Performance 111
5.1 Introduction 111
5.2 Data-Independent Reduced-Rank STAP 114
5.2.1 Pre-Doppler (Signal-Independent) Reduced-
Rank STAP: DPCA and Adaptive DPCA 114
5.2.2 Post-Doppler (Signal-Dependent) Reduced-
Rank STAP 122
5.2.3 Other Rank-Reducing Linear Transformations 125
5.3 Data-Dependent Reduced-Rank STAP 129
5.3.1 Signal-Independent Methods 130
5.3.2 Signal-Dependent Methods 136
5.3.3 Comparison of Data-Dependent Rank-
Reduction Methods 147
5.4 Structured-Covariance and Model-Based
Methods 149
5.4.1 Covariance Matrix Tapers 151
5.4.2 Other Structured-Covariance Methods 156
5.5 Illustrative Design Examples 158
5.5.1 Signal-Independent Approach 159
5.5.2 Signal-Dependent Approach 161
viii Space-Time Adaptive Processing for Radar
5.6 Summary 163
References 165
6 Other Topics 169
6.1 Introduction 169
6.2 Statistical Basis for STAP 169
6.3 STAP Implementation 173
6.4 Knowledge-Aided STAP 178
6.5 Summary 179
References 179
About the Author 181
Index 183

Space-Time Adaptive Processing for Radar

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[ 本帖最后由 drjiachen 于 2008-12-24 10:06 编辑 ]

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已经读过其他两本有关STAP的书籍，期待这本较新的书能带来一些新的想法。

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so far as I know, this is the best introductory level book on STAP, everyone want to enter STAP should have this.

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space time adaptive processing for radar

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Space-Time Adaptive Processing for Radar

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Space-Time Adaptive Processing for Radar