Adaptive radar detection and estimation:
Gespeichert in:
| Format: | Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
New York u.a.
Wiley
1992
|
| Schriftenreihe: | Wiley series in remote sensing
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Literaturangaben |
| Beschreibung: | XIV, 473 S. graph. Darst. |
| ISBN: | 047154468X |
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Datensatz im Suchindex
| _version_ | 1804120105026584576 |
|---|---|
| adam_text | ADAPTIVE RADAR DETECTION AND ESTIMATION EDITED BY SIMON HAYKIN
COMMUNICATIONS RESEARCH LABORATORY MCMASTER UNIVERSITY HAMILTON,
ONTARIO, CANADA AND ALLAN STEINHARDT DEPARTMENT OF ELECTRICAL
ENGINEERING CORNELL UNIVERSITY ITHACA, NEW YORK A WILEY-INTERSCIENCE
PUBLICATION JOHN WILEY & SONS, INC. NEW YORK * CHICHESTER * BRISBANE *
TORONTO * SINGAPORE CONTENTS CHAPTER 1 INTRODUCTION 1 SIMON HAYKIN AND
ALLAN STEINHARDT 1-1 DETECTION 2 1-2 ESTIMATION 3 1 -3 ADAPTIVITY 4 1-4
ORGANIZATION AND SCOPE 5 REFERENCES 9 CHAPTER 2 MODEL-BASED DETECTION 11
Q.T. ZHANG AND SIMON HAYKIN 2-1 INTRODUCTION 11 2-2 STATIONAER/ PROCESSES
AND FINITE PARAMETRIC MODELS 12 2-2-1 HISTORICAL NOTES 13 2-2-2 THE WOLD
DECOMPOSITION THEOREM 14 2-2-3 AR MODELING 15 2-3 CHARACTERIZATION OF AN
AR PROCESS 16 2-4 SAMPLE DISTRIBUTIONS OF COMPLEX AR PARAMETERS 21 2-4-1
NOTATIONS 21 2-4-2 THE PDF OF AE 22 2-4-3 THE PEF OF P 24 2-4-4 AN
ALGORITHM FOR L 25 2-4-5 EXAMPLES 27 2-4-6 SPECIAL CASES 28 2-5
DETECTION OF SIGNALS IN WHITE NOISE: SPECTRUM-BASED APPROACH 29 2-5-1
FORMULATION 29 2-5-2 THE PDF OF THE TEST STATISTIC 31 2-5-3 THE
FALSE-ALARM RATE 33 2-5-4 THE DETECTION PROBABILITY 33 2-6 SIGNAL
DETECTION IN COLORED NOISE: METHOD I 35 IX X CONTENTS 2-6-1 AN
INNOVATION EXPRESSION OF THE OPTIMUM RECEIVER 35 2-6-2 THE IBDA
ALGORITHM FOR AR SIGNAL PROCESSES 38 2-6-3 THREE CASES 39 2-6-4 RELATION
TO THE GENERALIZED LIKELIHOOD RATIO TEST 40 2-6-5 AN ASYMPTOTIC
EXPRESSION OF THE LIKELIHOOD FUNCTION 42 2-6-6 STATISTICAL PERFORMANCE:
CASE 1 43 2-6-7 STATISTICAL PERFORMANCE: CASE 2 45 2-6-8 STATISTICAL
PERFORMANCE: CASE 3 46 2-6-9 EXPERIMENTAL RESULTS 47 2-7 SIGNAL
DETECTION IN COLORED NOISE: METHOD II 52 2-7-1 INTRODUCTION 52 2-7-2
FORMULATION OF THE TEST STATISTIC 52 2-7-3 AN ALTERNATIVE EXPRESSION FOR
THE LIKELIHOOD RATIO 58 2-7-4 PERFORMANCE ANALYSIS 63 2-7-5 SIMULATION
RESULTS 65 2-8 APPLICATION TO RADAR 69 2-8-1 A MODIFIED TEST STATISTIC
FOR LIMITED DATA 69 2-8-2 COMPUTER SIMULATION TESTS 72 2-8-3 APPLICATION
TO ACTUAL RADAR DATA 75 2-9 SUMMARY 84 REFERENCES 85 CHAPTER 3 ADAPTIVE
MULTISENSOR DETECTION 91 ALLAN STEINHARDT 3-1 INTRODUCTION 91 3-2
STOCHASTIC MEAN SQUARE ESTIMATION 93 3-2-1 DERIVATION 93 3-2-2 THE
OPTIMAL MSE 96 3-2-3 NARROWBAND PROCESSING 102 3-2-4 CHAOS 103 3-3 DATA
BASED TARGET RECOVERY AND BEARING ESTIMATION 104 3-3-1 INTRODUCTION 104
3-3-2 DATA ADAPTIVE TARGET RECONSTRUCTION 104 3-3-3 DATA ADAPTIVE
BEARING RECOVERY 106 3-4 ADAPTIVE ESTIMATION 109 3-4-1 FORMULATION 109
3-4-2 THE PDF OF THE ARRAY SNAPSHOTS 113 3-4-3 MAXIMUM LIKELIHOOD
ESTIMATES OF COVARIANCE 114 3-4-4 SUBSPACE STRUCTURED COVARIANCE
MATRICES 115 3-4-5 EXTENDIBILITY 119 3-4-6 ADAPTIVE WAVEFORM ESTIMATION
121 3-5 PERFORMANCE ANALYSIS 126 3-5-1 INTRODUCTION 126 3-5-2 PROPERTIES
OF SAMPLE COVARIANCE MATRICES 126 3-5-3 THE PDF, MEAN, AND VARIANCE OF
THE ADAPTIVE SNR 132 CONTENTS XI 3-5-4 THE PDF, MEAN, AND MSE FOR TARGET
ESTIMATES 134 3-5-5 THE PDF OF THE ADAPTIVE WEIGHTS 136 3-6 ADAPTIVE
DETECTION 138 3-6-1 INTRODUCTION 138 3-6-2 MATCHED FILTER DETECTION 139
3-6-3 THE KELLY TEST 140 3-6-4 DETECTION AND FALSE ALARM PROBABILITIES
142 3-6-5 EXTENSIONS 144 ACKNOWLEDGMENTS 146 APPENDIX A: RANDOM MATRICES
146 APPENDIX B: COMPLEX NORMAL DISTRIBUTION 147 APPENDIX C:
EXTENDIBILITY 151 APPENDIX D: THE MVDR WEIGHT VECTOR 153 APPENDIX E:
SPECTRAL REPRESENTATION OF STATIONARY PROCESSES 153 APPENDIX F: SUBSPACE
PERTURBATIONS 154 REFERENCES 158 CHAPTER 4 MINIMUM VARIANCE BEAMFORMING
161 BARRY VAN VEEN 4-1 INTRODUCTION 161 4-2 BASIC DEFINITIONS AND
CONCEPTS 163 4-3 SIDELOBE CANCELLERS 171 4-4 LINEARLY CONSTRAINED
BEAMFORMING 174 4-4-1 CONSTRAINT DESIGN 175 4-4-2 LINEARLY CONSTRAINED
MINIMUM VARIANCE CRITERION 179 4-4-3 GENERALIZED SIDELOBE CANCELLER 181
4-4-4 EXAMPLES 185 4-5 QUADRATICALLY CONSTRAINED BEAMFORMING 189 4-6
PARTIALLY ADAPTIVE BEAMFORMING CONCEPTS 192 4-7 INTERFERENCE
CANCELLATION ANALYSIS 194 4-7-1 RESPONSE MATCHING 194 4-7-2 RESPONSE
MATCHING EXAMPLES 194 4-7-3 A QUANTITATIVE ANALYSIS OF INTERFERENCE
CANCELLATION 197 4-7-4 EXAMPLES 202 4-8 ADAPTIVE ALGORITHMS 205 4-9
ADAPTIVE CONVERGENCE USING THE SAMPLE COVARIANCE MATRIX 207 4-9-1 THE
SAMPLE COVARIANCE MATRIX AND MSE 208 4-9-2 PROBABILITY DISTRIBUTIONS 210
4-10 A MODULAR STRUCTURE FOR BEAMFORMER IMPLEMENTATION 214 4-11
PARTIALLY ADAPTIVE BEAMFORMER DESIGN 217 4-11-1 EIGENSTRUCTURE BASED
DESIGN 218 4-11-2 POWER MINIMIZATION BASED DESIGN 219 4-11-3 EXAMPLES
224 XUE CONTENTS 4-12 CORRELATED INTERFERENCE AND SIGNAL CANCELLATION 229
4-13 SUMMARY 231 ACKNOWLEDGMENT 233 REFERENCES 234 CHAPTER 5 BEAMSPACE
ML BEARING ESTIMATION FOR ADAPTIVE PHASED ARRAY RADAR 237 MICHAEL D.
ZOLTOWSKI 5-1 INTRODUCTION 237 5-2 ARRAY SIGNAL MODEL AND CLASSICAL
BEAMFORMING 240 5-2-1 NARROWBAND SIGNAL MODEL FOR LINEAR ARRAY 240 5-2-2
CLASSICAL BEAMFORMING 243 5-3 BEARING ESTIMATION FOR MONOPULSE RADAR 244
5-3-1 TWO-DIMENSIONAL BEAMSPACE MANIFOLD 244 5-3-2 DEVELOPMENT OF
TWO-DIMENSIONAL BEAMSPACE DOMAIN ML BEARING ESTIMATOR 247 5-3-3
POLYNOMIAL FORMULATION 251 5-4 CLASSICAL TAPERING AND SUM/DIFFERENCE
BEAMS 254 5-4-1 SUM/DIFFERENCE BEAM PROPERTIES 254 5-4-2 LINEAR
COMBINATIONS OF TWO ORTHOGONAL CLASSICAL BEAMS 255 5-4-3 LINEAR
COMBINATIONS OF THREE ORTHOGONAL CLASSICAL BEAMS 258 5-5 SIMPLE
TECHNIQUES FOR GENERAL SUM/DIFFERENCE BEAM PROCESSING 268 5-6 BEARING
ESTIMATION INCORPORATING INTERFERENCE CANCELLATION 271 5-6-1 NOTATION
AND MATRIX REPRESENTATION OF LINEAR CONVOLUTION 272 5-6-2 PROPERTIES OF
N X 3 CLASSICAL MATRIX BEAMFORMER 274 5-6-3 INTERFERENCE CANCELLATION
278 5-6-4 CONSTRUCTION OF THE CENTER BEAM 281 5-6-5 CONSTRUCTION OF
INTERFERENCE CANCELLATION MATRIX BEAMFORMER 288 5-7 THREE-DIMENSIONAL
BEAMSPACE ML BEARING ESTIMATION WITH MAINBEAM INTERFERENCE 295 5-7-1
LOW-ANGLE RADAR TRACKING PROBLEM 295 5-7-2 BISECTOR ANGLE DETERMINATION
FROM MULTIPATH GEOMETRY 296 5-7-3 DEVELOPMENT OF THREE-DIMENSIONAL
BEAMSPACE ML BEARING ESTIMATOR 298 5-7-4 EFFECTS OF FORWARD-BACKWARD
AVERAGING 303 5-7-5 FREQUENCY DIVERSITY 307 5-7-6 PERFORMANCE IN A
SIMULATED LOW-ANGLE RADAR ENVIRONMENT 312 5-7-7 PERFORMANCE IN AN
EXPERIMENTAL LOW-ANGLE RADAR ENVIRONMENT 320 5-8 SUMMARY AND CONCLUSIONS
326 ACKNOWLEDGMENT 329 REFERENCES 329 CONTENTS XUEI CHAPTER 6 THE MAP
ALGORITHM FOR DIRECTION OF ARRIVAL ESTIMATION IN UNKNOWN COLORED NOISE
333 JAMES P. REILLY AND K. M. WONG 6-1 INTRODUCTION 333 6-2 MATHEMATICAL
DEVELOPMENT OF THE NEW METHOD 336 6-3 PROPERTIES OF THE MAP OBJECTIVE
FUNCTION 341 6-4 NUMERICAL IMPLEMENTATION OF THE MAP METHOD 343 6-5
ASYMPTOTIC PROPERTIES OF THE MAP ESTIMATE 350 6-6 PERFORMANCE ANALYSIS
OF THE MAP ESTIMATE 355 6-7 COMPUTER SIMULATION RESULTS 361 6-8
CONCLUSIONS 367 APPENDIX A: A BRIEF NOTE ON THE CONCEPT OF
NON-INFORMATIVE A PRIORI PDF 369 APPENDIX B: DERIVATION OF DERIVATIVE OF
A GENERALIZED DETERMINANT 373 REFERENCES 376 CHAPTER 7 ADAPTIVE RADAR
PARAMETER ESTIMATION WITH THOMSON S MULTIPLE-WINDOW METHOD 381 A.
DROSOPOULOS AND SIMON HAYKIN 7-1 INTRODUCTION 381 7-2 LOW-ANGLE TRACKING
RADAR PROBLEM 383 7-3 SPECTRUM ESTIMATION BACKGROUND 384 7-3-1 THE
FUNDAMENTAL EQUATION OF SPECTRUM ESTIMATION 388 7-4 THOMSON S METHOD OF
MULTIPLE-WINDOWS 389 7-4-1 PROLATE SPHEROIDAL WAVEFUNCTIONS AND
SEQUENCES 390 7-5 TEST DATASET AND A COMPARISON OF SOME POPULAER SPECTRUM
ESTIMATION PROCEDURES 395 7-5-1 CLASSICAL SPECTRUM ESTIMATION 396 7-5-2
MUSIC AND MFBLP 397 7-6 MULTIPLE-WINDOW SPECTRUM ESTIMATION 398 7-6-1
THE ADAPTIVE SPECTRUM 399 7-6-2 THE COMPOSITE SPECTRUM 402 7-6-3
COMPUTING THE CRUDE, ADAPTIVE, AND COMPOSITE SPECTRA 404 7-7 F-TEST FOR
THE LINE COMPONENTS 406 7-7-1 A BRIEF OUTLINE OF THE F-TEST 406 7-7-2
THE POINT REGRESSION SINGLE-LINE F-TEST 408 7-7-3 THE INTEGRAL
REGRESSION SINGLE-LINE F-TEST 411 7-7-4 THE POINT REGRESSION DOUBLE-LINE
F-TEST 414 7-7-5 THE INTEGRAL REGRESSION DOUBLE-LINE F-TEST 418 7-7-6
LINE COMPONENT EXTRACTION 421 7-7-7 PREWHITENING 425 XIV CONTENTS 7-7-8
MULTIPLE SNAPSHOTS 428 7-7-9 MULTIPLE-SNAPSHOT, SINGLE-LINE,
POINT-REGRESSION F-TESTS 428 7-7-10 MULTIPLE-SNAPSHOT, DOUBLE-LINE
POINT-REGRESSION F-TESTS 430 7-8 EXPERIMENTAL DATA DESCRIPTION FOR A
LOW-ANGLE TRACKING RADAR STUDY 432 7-9 ANGLE-OF-ARRIVAL ESTIMATION 436
7-10 DIFFUSE MULTIPATH SPECTRUM ESTIMATION 449 7-11 DISCUSSION 455
ACKNOWLEDGMENTS 459 REFERENCES 459 INDEX 463
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| id | DE-604.BV005914649 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T16:36:47Z |
| institution | BVB |
| isbn | 047154468X |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-003703527 |
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| owner_facet | DE-91 DE-BY-TUM |
| physical | XIV, 473 S. graph. Darst. |
| publishDate | 1992 |
| publishDateSearch | 1992 |
| publishDateSort | 1992 |
| publisher | Wiley |
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| series2 | Wiley series in remote sensing |
| spelling | Adaptive radar detection and estimation ed. by Simon Haykin ... New York u.a. Wiley 1992 XIV, 473 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Wiley series in remote sensing Literaturangaben Adaptive antennas Adaptive signal processing Radar Radarsignal (DE-588)4176776-7 gnd rswk-swf Digitale Signalverarbeitung (DE-588)4113314-6 gnd rswk-swf Adaptives System (DE-588)4247928-9 gnd rswk-swf Radar (DE-588)4176765-2 gnd rswk-swf Radarsignal (DE-588)4176776-7 s Digitale Signalverarbeitung (DE-588)4113314-6 s DE-604 Radar (DE-588)4176765-2 s Adaptives System (DE-588)4247928-9 s Haykin, Simon S. 1931- Sonstige (DE-588)128698497 oth GBV Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=003703527&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Adaptive radar detection and estimation Adaptive antennas Adaptive signal processing Radar Radarsignal (DE-588)4176776-7 gnd Digitale Signalverarbeitung (DE-588)4113314-6 gnd Adaptives System (DE-588)4247928-9 gnd Radar (DE-588)4176765-2 gnd |
| subject_GND | (DE-588)4176776-7 (DE-588)4113314-6 (DE-588)4247928-9 (DE-588)4176765-2 |
| title | Adaptive radar detection and estimation |
| title_auth | Adaptive radar detection and estimation |
| title_exact_search | Adaptive radar detection and estimation |
| title_full | Adaptive radar detection and estimation ed. by Simon Haykin ... |
| title_fullStr | Adaptive radar detection and estimation ed. by Simon Haykin ... |
| title_full_unstemmed | Adaptive radar detection and estimation ed. by Simon Haykin ... |
| title_short | Adaptive radar detection and estimation |
| title_sort | adaptive radar detection and estimation |
| topic | Adaptive antennas Adaptive signal processing Radar Radarsignal (DE-588)4176776-7 gnd Digitale Signalverarbeitung (DE-588)4113314-6 gnd Adaptives System (DE-588)4247928-9 gnd Radar (DE-588)4176765-2 gnd |
| topic_facet | Adaptive antennas Adaptive signal processing Radar Radarsignal Digitale Signalverarbeitung Adaptives System |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=003703527&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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