Channel-adaptive multiple-input multiple-output transmission: a receiver-centric view
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Abschlussarbeit Buch |
| Sprache: | English |
| Veröffentlicht: |
Dresden
Vogt
2012
|
| Schriftenreihe: | Beiträge aus der Informationstechnik
Mobile Nachrichtenübertragung ; 59 |
| Schlagworte: | |
| Online-Zugang: | Inhaltstext Ausführliche Beschreibung Inhaltsverzeichnis |
| Beschreibung: | X, 238 S. graph. Darst. |
| ISBN: | 9783938860526 |
Internformat
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Datensatz im Suchindex
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| adam_text |
VII
CONTENTS
ABSTRACT III
ZUSAMMENFASSUNG IV
ACKNOWLEDGEMENT V
1 INTRODUCTION 1
1.1 MOTIVATION 1
1.2 OUTLINE AND CONTRIBUTION 2
2 BACKGROUND MATERIAL 5
2.1 INTRODUCTION 5
2.2 MUTUAL INFORMATION AND THE ROLE OF CHANNEL VARIATION 5
2.2.1 AVERAGE AND INSTANTANEOUS MUTUAL INFORMATION 5
2.2.2 THE OPERATIONAL MEANING OF MUTUAL INFORMATION IN FADING CHANNELS
. 7
2.3 MIMO TRANSMISSION OVER SPATIALLY CORRELATED CHANNELS 12
2.3.1 SPATIALLY CORRELATED FADING 12
2.3.2 KRONECKER CORRELATION MODEL 15
2.3.3 MIMO CHANNEL CAPACITY IN BLOCK-STATIC FADING CHANNELS 18
2.3.4 IMPACT OF SPATIAL CORRELATION ON THE MIMO CHANNEL CAPACITY 21
2.4 MIMO TRANSMISSION CONCEPTS 24
2.4.1 DIVERSITY VERSUS MULTIPLEXING 24
2.4.2 CODING SCHEMES 25
2.5 POINT-TO-POINT MIMO
SYSTEM
MODEL 28
3 MUTUAL INFORMATION BASED MIMO RECEIVER COMPARISON 31
3.1 INTRODUCTION 31
3.1.1 RELATED \VIORK 31
3.1.2 OUTLINE AND CONTRIBUTION 32
3.2 MAXIMUM LIKELIHOOD DETECTION 34
3.3 PARALLEL LAYER DETECTION 37
3.4 LINEAR DETECTION AND SUCCESSIVE INTERFERENCE CANCELATION 40
3.4.1 JOINT MODEL 41
3.4.2 MUTUAL INFORMATION 42
3.4.3 EQUALIZER DESIGN AND POST EQUALIZATION SINR 44
HTTP://D-NB.INFO/1025768876
VIII CONTENTS
3.4.4 IMPACT OF THE GAUSSIAN POST EQUALIZATION NOISE APPROXIMATION 46
3.5 RECEIVER COMPARISON IN PRESENCE OF SPATIAL CORRELATION 47
3.5.1 GAUSSIAN DISTRIBUTED INPUT SIGNALS 48
3.5.2 DISCRETE SIGNAL ALPHABETS 54
3.5.3 BENEFITS OF ORDERED DETECTION 57
3.6 ADAPTIVE MODULATION AND RATE ADAPTATION ASPECTS 59
3.6.1 LINEAR DETECTION AND SUCCESSIVE INTERFERENCE CANCELATION 60
3.6.2 PARALLEL LAYER DETECTION AND MAXIMUM LIKELIHOOD DETECTION 60
3.6.3 HYBRID PLD / SIC RECEIVER WITH ADAPTIVE MODULATION 63
3.7 IMPACT OF BINARY CODING AND MISMATCHED DECODING 63
3.7.1 BICM TRANSMISSION 64
3.7.2 GENERALIZED MUTUAL INFORMATION OF MIMO BICM TRANSMISSION 66
3.7.3 NUMERICAL ANALYSIS 68
3.8 SUMMARY. CONCLUSIONS AND OPEN TOPICS 70
4 MIMO RECEIVER PERFORMANCE WITH LINEAR PRECODING 73
4.1 INTRODUCTION 73
4.1.1 MOTIVATION. OUTLINE AND CONTRIBUTION 73
4.1.2 RELATED WORK 74
4.2 MMSE AND SVD BASED PRECODING 76
4.3 RANK ADAPTIVE TRANSMISSION 80
4.4 CODE BOOK BASED RANK ADAPTIVE UNITARY PRECODING 82
4.4.1 PERFORMANCE WITH 3GPP-LTE CODE BOOKS 82
4.4.2 RECEIVER PERFORMANCE WITH LARGER UNITARY CODE-BOOKS 84
4.5 MUTUAL INFORMATION MAXIMIZING LINEAR PRECODING 89
4.5.1 RELATIONSHIP BETWEEN MMSE AND MUTUAL INFORMATION 89
4.5.2 SVD-BASED UNITARY PRECODING WITH OPTIMAL POWER ALLOCATION 91
4.5.3 MUTUAL INFORMATION MAXIMIZING LINEAR PRECODING FOR MLD AND PLD . .
94
4.6 SUMMARY. CONCLUSIONS AND OPEN TOPICS 103
5 ADAPTIVE MIMO TRANSMISSION IMPAIRED BY CHANNEL UNCERTAINTY 105
5.1 INTRODUCTION 105
5.1.1 PROBLEM STATEMENT 105
5.1.2 RELATED WORK 106
5.1.3 OUTLINE AND CONTRIBUTION 108
5.2 IMPERFECT RECEIVER SIDE CHANNEL STATE INFORMATION 110
5.2.1 EXTENDED TRANSMISSION MODEL 110
5.2.2 APPROXIMATE MEMORYLESS GAUSSIAN NOISE MODEL 115
5.2.3 MODEL ANALYSIS 117
5.2.4 SUMMARY 127
5.3 RATE ADAPTATION AND TARGET ERROR PROBABILITY ADJUSTMENT 128
5.3.1 INTRODUCTION AND PRELIMINARIES 128
5.3.2 SISO TRANSMISSION 133
CONTENTS IX
5.3.3 MIMO TRANSMISSION USING LINEAR RECEIVERS 143
5.3.4 MIMO TRANSMISSION USING SUCCESSIVE INTERFERENCE CANCELATION 151
5.3.5 MIMO TRANSMISSION OVER MULTIPLE INDEPENDENT CHANNELS 162
5.4 APPLICATION TO RELIABLE COMMUNICATIONS USING H-ARQ 168
5.4.1 INFORMATION THEORETIC FUNDAMENTALS OF H-ARQ 168
5.4.2 MINIMIZING RETRANSMISSION RESOURCES AT TARGET OUTAGE PROBABILITY
. 170
5.4.3 RECEIVER SPECIFIC ARQ PROTOCOL 172
5.4.4 NUMERICAL EVALUATION 174
5.5 SUMMARY. CONCLUSIONS AND OPEN TOPICS 176
6 CONCLUSIONS 179
A CHANNEL DECOMPOSITION 183
A.L SVD AND GIVENS DECOMPOSITION 183
A.2 RELATED STATISTICS 184
B LINEAR EQUALIZATION AND POST EQUALIZATION SINR 187
B.L ZERO FORCING AND MINIMUM MEAN SQUARE ERROR EQUALIZATION 187
B.2 POST EQUALIZATION SINR 188
B.3 RELATION OF SNR AND SINGULAR VALUES IN A 2 X 2 SYSTEM 188
B.4 SUFFICIENCY OF MMSE BASED EQUALIZATION FOR GAUSSIAN INPUTS 189
C MUTUAL INFORMATION 191
C.L DETAILED DERIVATION OF MUTUAL INFORMATION EXPRESSIONS 191
C.L.L MAXIMUM LIKELIHOOD DETECTION 191
C.1.2 PARALLEL LAYER DETECTION 192
C.L.3 LINEAR DETECTION AND SUCCESSIVE INTERFERENCE CANCELATION 195
C.1.4 MLD, PLD. SIC AND LD MUTUAL INFORMATION INEQUALITIES 196
C.1.5 LOSS PLD - MLD IN SEVERELY CORRELATED 2X2 CHANNELS 197
C.2 BIT LEVEL MUTUAL INFORMATION AND MISMATCHED DETECTION 199
C.3 DETAILED MUTUAL INFORMATION RECEIVER COMPARISON 203
C.4 MINIMUM MEAN SQUARE ERROR MATRIX 205
D IMPERFECT CHANNEL STATE INFORMATION 207
D.L JOINT GAUSSIAN DISTRIBUTION OF RECEIVED DATA AND PILOTS 207
D.2 MUTUAL INFORMATION LOSS DUE TO THE MEMORYLESS CHANNEL ASSUMPTION 208
D.3 CHANNEL ESTIMATION ERROR COVARIANCE 209
D.4 MMSE CHANNEL PREDICTION 210
ACRONYMS 211
NOTATION AND SYMBOLS 213
LIST OF FIGURES 217
BIBLIOGRAPHY 220
PUBLICATIONS AND PATENTS OF THE AUTHOR 236
CURRICULUM VITAE 239 |
| any_adam_object | 1 |
| author | Ohlmer, Eckhard 1982- |
| author_GND | (DE-588)1026134420 |
| author_facet | Ohlmer, Eckhard 1982- |
| author_role | aut |
| author_sort | Ohlmer, Eckhard 1982- |
| author_variant | e o eo |
| building | Verbundindex |
| bvnumber | BV040505320 |
| classification_rvk | ZN 6420 |
| ctrlnum | (OCoLC)811274727 (DE-599)DNB1025768876 |
| dewey-full | 621.3824 621.38418 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 621 - Applied physics |
| dewey-raw | 621.3824 621.38418 |
| dewey-search | 621.3824 621.38418 |
| dewey-sort | 3621.3824 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Elektrotechnik / Elektronik / Nachrichtentechnik |
| format | Thesis Book |
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| id | DE-604.BV040505320 |
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| indexdate | 2025-01-21T09:02:12Z |
| institution | BVB |
| isbn | 9783938860526 |
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| series | Beiträge aus der Informationstechnik |
| series2 | Beiträge aus der Informationstechnik : Mobile Nachrichtenübertragung |
| spelling | Ohlmer, Eckhard 1982- Verfasser (DE-588)1026134420 aut Channel-adaptive multiple-input multiple-output transmission a receiver-centric view Eckhard Ohlmer Dresden Vogt 2012 X, 238 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Beiträge aus der Informationstechnik : Mobile Nachrichtenübertragung 59 Zugl.: Dresden, Techn. Univ., Diss., 2012 Ausfallwahrscheinlichkeit (DE-588)4122848-0 gnd rswk-swf Funkempfänger (DE-588)4113650-0 gnd rswk-swf Vorcodierung (DE-588)7689286-4 gnd rswk-swf Übertragungskanal (DE-588)4186649-6 gnd rswk-swf Bitrate (DE-588)4528788-0 gnd rswk-swf Funkstörung (DE-588)4018907-7 gnd rswk-swf MIMO (DE-588)7540075-3 gnd rswk-swf Anpassung (DE-588)4128128-7 gnd rswk-swf Wechselseitige Information (DE-588)4689237-0 gnd rswk-swf Störunterdrückung (DE-588)4312859-2 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content MIMO (DE-588)7540075-3 s Funkempfänger (DE-588)4113650-0 s Übertragungskanal (DE-588)4186649-6 s Bitrate (DE-588)4528788-0 s Anpassung (DE-588)4128128-7 s Wechselseitige Information (DE-588)4689237-0 s Funkstörung (DE-588)4018907-7 s Störunterdrückung (DE-588)4312859-2 s Vorcodierung (DE-588)7689286-4 s Ausfallwahrscheinlichkeit (DE-588)4122848-0 s DE-604 Beiträge aus der Informationstechnik Mobile Nachrichtenübertragung ; 59 (DE-604)BV036860359 59 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=4118303&prov=M&dok_var=1&dok_ext=htm Inhaltstext X:MVB text/html http://www.vogtverlag.de/wissenschaft.html Ausführliche Beschreibung DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025351969&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Ohlmer, Eckhard 1982- Channel-adaptive multiple-input multiple-output transmission a receiver-centric view Beiträge aus der Informationstechnik Ausfallwahrscheinlichkeit (DE-588)4122848-0 gnd Funkempfänger (DE-588)4113650-0 gnd Vorcodierung (DE-588)7689286-4 gnd Übertragungskanal (DE-588)4186649-6 gnd Bitrate (DE-588)4528788-0 gnd Funkstörung (DE-588)4018907-7 gnd MIMO (DE-588)7540075-3 gnd Anpassung (DE-588)4128128-7 gnd Wechselseitige Information (DE-588)4689237-0 gnd Störunterdrückung (DE-588)4312859-2 gnd |
| subject_GND | (DE-588)4122848-0 (DE-588)4113650-0 (DE-588)7689286-4 (DE-588)4186649-6 (DE-588)4528788-0 (DE-588)4018907-7 (DE-588)7540075-3 (DE-588)4128128-7 (DE-588)4689237-0 (DE-588)4312859-2 (DE-588)4113937-9 |
| title | Channel-adaptive multiple-input multiple-output transmission a receiver-centric view |
| title_auth | Channel-adaptive multiple-input multiple-output transmission a receiver-centric view |
| title_exact_search | Channel-adaptive multiple-input multiple-output transmission a receiver-centric view |
| title_full | Channel-adaptive multiple-input multiple-output transmission a receiver-centric view Eckhard Ohlmer |
| title_fullStr | Channel-adaptive multiple-input multiple-output transmission a receiver-centric view Eckhard Ohlmer |
| title_full_unstemmed | Channel-adaptive multiple-input multiple-output transmission a receiver-centric view Eckhard Ohlmer |
| title_short | Channel-adaptive multiple-input multiple-output transmission |
| title_sort | channel adaptive multiple input multiple output transmission a receiver centric view |
| title_sub | a receiver-centric view |
| topic | Ausfallwahrscheinlichkeit (DE-588)4122848-0 gnd Funkempfänger (DE-588)4113650-0 gnd Vorcodierung (DE-588)7689286-4 gnd Übertragungskanal (DE-588)4186649-6 gnd Bitrate (DE-588)4528788-0 gnd Funkstörung (DE-588)4018907-7 gnd MIMO (DE-588)7540075-3 gnd Anpassung (DE-588)4128128-7 gnd Wechselseitige Information (DE-588)4689237-0 gnd Störunterdrückung (DE-588)4312859-2 gnd |
| topic_facet | Ausfallwahrscheinlichkeit Funkempfänger Vorcodierung Übertragungskanal Bitrate Funkstörung MIMO Anpassung Wechselseitige Information Störunterdrückung Hochschulschrift |
| url | http://deposit.dnb.de/cgi-bin/dokserv?id=4118303&prov=M&dok_var=1&dok_ext=htm http://www.vogtverlag.de/wissenschaft.html http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025351969&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV036860359 |
| work_keys_str_mv | AT ohlmereckhard channeladaptivemultipleinputmultipleoutputtransmissionareceivercentricview |