Efficient one-, two-, and multidimensional high resolution array signal processing:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | German |
| Veröffentlicht: |
Aachen
Shaker
1997
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| Ausgabe: | Als Ms. gedr. |
| Schriftenreihe: | Berichte aus dem Lehrstuhl für Netzwerktheorie und Schaltungstechnik der Technischen Universität München
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Zugl.: München, Techn. Univ., Diss., 1996 |
| Beschreibung: | X, 139 S. Ill., graph. Darst. |
| ISBN: | 3826522206 |
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Datensatz im Suchindex
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| adam_text | BERICHTE AUS DEM LEHRSTUHL FUER NETZWERKTHEORIE UND SCHALTUNGSTECHNIK
DER TECHNISCHEN UNIVERSITAET MUENCHEN
MARTIN HAARDT
EFFICIENT ONE-, TWO-, AND MULTIDIMENSIONAL
HIGH-RESOLUTION ARRAY SIGNAL PROCESSING
SHAKER VERLAG
AACHEN 1997
CONTENTS
ACKNOWLEDGMENTS V
LIST OF TABLES X
ABSTRACT 1
1. INTRODUCTION 3
1.1 ESPRIT-TYPE ALGORITHMS 3
1.2 OVERVIEW AND CONTRIBUTIONS 4
1.3 NOTATION 8
2. THE STANDARD ESPRIT ALGORITHM 9
2.1 DATA MODEL 9
2.2 SIGNAL SUBSPACE ESTIMATION 14
2.3 DOA ESTIMATION 16
2.4 STRUCTURED LEAST SQUARES 16
2.5 1-D SPATIAL SMOOTHING 21
2.5.1 COHERENT MULTIPARA PROPAGATION 22
2.5.2 1-D HARMONIC RETRIEVAL 22
2.5.3 1-D SPATIAL SMOOTHING AS A PREPROCESSING STEP 24
2.6 SIGNAL RECONSTRUCTION 25
3. REAL-VALUED SUBSPACE ESTIMATION 27
3.1 CENTRO-HERMITIAN MATRICES 27
3.2 CENTRO-SYMMETRIC SENSOR ARRAYS 29
3.2.1 DEFINITION 30
3.2.2 SPECIAL CASE: UNIFORM LINEAR ARRAYS 30
3.2.3 FORWARD-BACKWARD AVERAGING 31
3.3 REDUCED COMPUTATIONAL COMPLEXITY 32
3.3.1 DIRECT DATA APPROACH 32
3.3.2 COVARIANCE APPROACH 34
VII
VIII CONTENTS
3.3.3 ADAPTIVE SUBSPACE TRACKING 35
4. 1-D UNITARY ESPRIT 37
4.1 1-D UNITARY ESPRIT IN ELEMENT SPACE 37
4.1.1 REAL-VALUED INVARIANCE EQUATION 38
4.1.2 SPATIAL FREQUENCY ESTIMATION AND RELIABILITY TEST 40
4.1.3 ALTERNATIVE DERIVATION 41
4.1.4 EFFICIENT ELEMENT SPACE IMPLEMENTATION 43
4.2 1-D UNITARY ESPRIT IN DFTBEAMSPACE 50
4.2.1 DFT BEAMSPACE INVARIANCE STRUCTURE FOR ULAS 50
4.2.2 REDUCED DIMENSIONALITY IN DFT BEAMSPACE 53
4.2.3 RELATIONSHIP WITH BEAMSPACE ESPRIT 55
4.2.4 NULL-STEERING 57
5. 2-D UNITARY ESPRIT 58
5.1 2-D CENTRO-SYMMETRIC SENSOR ARRAYS 59
5.2 2-D UNITARY ESPRIT IN ELEMENT SPACE 63
5.3 2-D UNITARY ESPRIT IN DFT BEAMSPACE 66
5.3.1 STANDARD DFT BEAM SET 67
5.3.2 NULL-STEERING 68
5.4 STATISTICAL PERFORMANCE ANALYSIS 73
5.5 2-D STRUCTURED LEAST SQUARES 78
5.6 2-D SPATIAL SMOOTHING 81
5.6.1 2-D HARMONIC RETRIEVAL 81
5.6.2 2-D SPATIAL SMOOTHING AS A PREPROCESSING STEP 82
5.7 SMART ANTENNA ARRAYS FOR MOBILE COMMUNICATIONS 85
5.8 JOINT DOA AND RANGE ESTIMATION OF NEAR-FIELD SOURCES 99
5.8.1 NEAR-FIELD DATA MODEL 99
5.8.2 FOURTH ORDER CROSS-CUMULANTS 101
5.8.3 2-D UNITARY ESPRIT FOR JOINT DOA AND RANGE ESTIMATION 102
6. AUTOMATIC PAIRING IN MULTIDIMENSIONAL HARMONIC RETRIEVAL PROBLEMS 109
6.1 MULTIDIMENSIONAL HARMONIC RETRIEVAL 109
6.2 MULTIDIMENSIONAL EXTENSION OF UNITARY ESPRIT ILL
6.3 SIMULTANEOUS SCHUR DECOMPOSITION (SSD) 114
6.3.1 MINIMIZATION TASK 114
6.3.2 JACOBI-TYPE ALGORITHM 115
6.4 3-D UNITARY ESPRIT FOR JOINT 2-D ANGLE AND CARRIER ESTIMATION 117
6.4.1 JOINT 2-D ANGLE AND CARRIER ESTIMATION 117
6.4.2 MOBILE ACCESS REQUESTS IN SDMA APPLICATIONS 121
CONCLUDING REMARKS 123
CONTENTS IX
APPENDICES 125
A KRONECKER PRODUCTS 125
* LIST OF FREQUENTLY USED SYMBOLS 126
* LIST OF FREQUENTLY USED ACRONYMS 129
BIBLIOGRAPHY 130
|
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| discipline | Elektrotechnik Elektrotechnik / Elektronik / Nachrichtentechnik |
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| indexdate | 2024-07-09T18:06:57Z |
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| language | German |
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| series2 | Berichte aus dem Lehrstuhl für Netzwerktheorie und Schaltungstechnik der Technischen Universität München |
| spelling | Haardt, Martin Verfasser (DE-588)110493109 aut Efficient one-, two-, and multidimensional high resolution array signal processing Martin Haardt Efficient one-, two-, and multidimensional high-resolution array signal processing Als Ms. gedr. Aachen Shaker 1997 X, 139 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Berichte aus dem Lehrstuhl für Netzwerktheorie und Schaltungstechnik der Technischen Universität München Zugl.: München, Techn. Univ., Diss., 1996 Computer algorithms Multisensor data fusion Signal processing Digital techniques Sensor-Array (DE-588)4213726-3 gnd rswk-swf Array (DE-588)4213727-5 gnd rswk-swf Signalverarbeitung (DE-588)4054947-1 gnd rswk-swf Hochauflösendes Verfahren (DE-588)4287503-1 gnd rswk-swf Mehrdimensionale Signalverarbeitung (DE-588)4270290-2 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Array (DE-588)4213727-5 s Signalverarbeitung (DE-588)4054947-1 s Hochauflösendes Verfahren (DE-588)4287503-1 s DE-604 Mehrdimensionale Signalverarbeitung (DE-588)4270290-2 s Sensor-Array (DE-588)4213726-3 s DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007570208&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Haardt, Martin Efficient one-, two-, and multidimensional high resolution array signal processing Computer algorithms Multisensor data fusion Signal processing Digital techniques Sensor-Array (DE-588)4213726-3 gnd Array (DE-588)4213727-5 gnd Signalverarbeitung (DE-588)4054947-1 gnd Hochauflösendes Verfahren (DE-588)4287503-1 gnd Mehrdimensionale Signalverarbeitung (DE-588)4270290-2 gnd |
| subject_GND | (DE-588)4213726-3 (DE-588)4213727-5 (DE-588)4054947-1 (DE-588)4287503-1 (DE-588)4270290-2 (DE-588)4113937-9 |
| title | Efficient one-, two-, and multidimensional high resolution array signal processing |
| title_alt | Efficient one-, two-, and multidimensional high-resolution array signal processing |
| title_auth | Efficient one-, two-, and multidimensional high resolution array signal processing |
| title_exact_search | Efficient one-, two-, and multidimensional high resolution array signal processing |
| title_full | Efficient one-, two-, and multidimensional high resolution array signal processing Martin Haardt |
| title_fullStr | Efficient one-, two-, and multidimensional high resolution array signal processing Martin Haardt |
| title_full_unstemmed | Efficient one-, two-, and multidimensional high resolution array signal processing Martin Haardt |
| title_short | Efficient one-, two-, and multidimensional high resolution array signal processing |
| title_sort | efficient one two and multidimensional high resolution array signal processing |
| topic | Computer algorithms Multisensor data fusion Signal processing Digital techniques Sensor-Array (DE-588)4213726-3 gnd Array (DE-588)4213727-5 gnd Signalverarbeitung (DE-588)4054947-1 gnd Hochauflösendes Verfahren (DE-588)4287503-1 gnd Mehrdimensionale Signalverarbeitung (DE-588)4270290-2 gnd |
| topic_facet | Computer algorithms Multisensor data fusion Signal processing Digital techniques Sensor-Array Array Signalverarbeitung Hochauflösendes Verfahren Mehrdimensionale Signalverarbeitung Hochschulschrift |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007570208&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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