Holdings: Multichannel signal processing for spatially distributed microphones

Multichannel signal processing for spatially distributed microphones:

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Bibliographic Details
Main Author:	Stenzel, Sebastian (Author)
Format:	Thesis Book
Language:	English
Published:	Aachen Shaker 2014
Series:	Arbeiten über digitale Signalverarbeitung und Systemtheorie 2
Subjects:	Sprachqualität Geräuschminderung Mehrkanalübertragung Mikrofon Signal-Rausch-Abstand Sensor-Array Übertragungsfunktion Sprachsignal Raumakustik Hochschulschrift
Online Access:	Inhaltstext Inhaltsverzeichnis
Physical Description:	VII, 126 S. Ill., graph. Darst.
ISBN:	9783844030532

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Record in the Search Index

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adam_text	CONTENTS 1 INTRODUCTION 1 1.1 PROBLEM STATEMENT 2 1.2 STRUCTURE OF THIS THESIS 3 2 OPTIMAL SIGNAL COMBINING 5 2.1 THE SIGNAL MODEL 7 2.2 NARROW-BAND BEAMFORMING IN ROOM ACOUSTICS: AN EXAMPLE 9 2.3 MATCHED FILTERING 13 2.4 MAX-SNR BEAMFONNER 17 2.5 MINIMUM VARIANCE BEAMFONNER 21 2.5.1 ON THE NARROW-BAND OUTPUT SNR 22 2.5.2 MINIMUM VARIANCE DISTORTION-LESS RESPONSE 23 2.5.3 USING RELATIVE TRANSFER FUNCTIONS 24 2.6 PARAMETRIC MULTICHANNEL WIENER FILTER 26 2.6.1 THE MULTICHANNEL WIENER FILTER 28 2.6.2 USING AN EXPLICIT REFERENCE CHANNEL 29 2.7 SUMMARY 30 3 SIGNAL COMBINING FOR DISTRIBUTED MICROPHONE ARRAYS 33 3.1 THE ACOUSTIC CONDITIONS 34 3.1.1 THE CONFERENCE SCENARIO 34 3.1.2 THE CAR ENVIRONMENT 36 3.1.3 DISCUSSION OF THE MEASUREMENTS 39 3.2 USING RELATIVE TRANSFER FUNCTIONS WITH DISTRIBUTED MICROPHONES 41 3.2.1 OVERALL TRANSFER FUNCTION OF THE REFERENCE CHANNEL 41 3.2.2 EFFECTS ON THE BROAD-BAND OUTPUT SNR 42 3.2.3 COLORIZATION OF THE RESIDUAL NOISE 44 3.3 MINIMUM VARIANCE BEAMFORMING WITH PARTIAL EQUALIZATION 46 HTTP://D-NB.INFO/1057796581 CONTENTS 3.4 MULTICHANNEL WIENER FILTERING WITH PARTIAL EQUALIZATION 52 3.4.1 R.ANK-1 MULTICHANNEL WIENER FILTER 55 3.4.2 THE MULTICHANNEL WIENER FILTER FOR SPATIALLY UNCORRELATED NOISE . 56 3.4.3 THE MULTICHANNEL WIENER FILTER FOR DIFFUSE NOISE 58 3.5 SUMMARY 59 4 ESTIMATION OF SECOND-ORDER STATISTICS AND IMPLEMENTATION 61 4.1 ESTIMATION OF THE NOISE POWER SPECTRAL DENSITY 64 4.1.1 SPEECH PRESENCE PROBABILITY 64 4.1.2 TIME-FREQUENCY DEPENDENT VOICE ACTIVITY DETECTION 66 4.1.3 IMPLEMENTATION OF THE PSD ESTIMATION 67 4.2 ESTIMATION OF THE NOISE CORRELATION MATRIX 72 4.2.1 SPEECH PRESENCE PROBABILITY FOR MULTICHANNEL SIGNALS 72 4.2.2 MULTICHANNEL VOICE ACTIVITY DETECTION 75 4.2.3 ERROR PROBABILITIES 75 4.2.4 IMPLEMENTATION OF THE CORRELATION MATRIX ESTIMATION 77 4.2.5 EVALUATION OF THE VOICE ACTIVITY DETECTION 80 4.3 THE GENERALIZED SIDELOBE CANCELER IN ROOM ACOUSTICS 82 4.3.1 AN EQUIVALENT OPTIMIZATION CRITERION FOR MV BEAMFORINERS . S4 4.3.2 REFORMULATION OF THE CONSTRAINED OPTIMIZATION PROBLEM 85 4.3.3 ADAPTIVE IMPLEMENTATION OF THE NOISE CANCELER 87 4.3.4 BLOCKING MATRIX 89 4.3.5 IMPLEMENTATION OF THE GSC-STRUCTURE 91 4.4 SUMMARY 92 5 EVALUATION OF THE ALGORITHMS 93 5.1 SIMULATION ENVIRONMENT 93 5.1.1 PARAMETER SETUP 94 5.1.2 OBJECTIVE QUALITY MEASURES 96 5.1.3 INSTRUMENTAL QUALITY MEASURE: 3-QUEST 97 5.2 SIMULATION RESULTS: CAR ENVIRONMENT 98 5.2.1 OBJECTIVE QUALITY RESULTS 99 *5.2.2 INSTRUMENTAL QUALITY RESULTS 102 5.3 SIMULATION RESULTS: CONFERENCE SCENARIO 104 5.3.1 OBJECTIVE QUALITY RESULTS 105 5.3.2 INSTRUMENTAL QUALITY RESULTS 107 CONTENTS VII 5.4 DISCUSSION 109 6 CONCLUSIONS 111 A APPENDIX TO THE MATRIX INVERSION LEMMA 113 A.L THE MATRIX INVERSION LEMMA 113 A.2 DECOMPOSITION OF THE PARAMETRIC MULTICHANNEL WIENER FILTER 113 A.3 ITERATIVE CALCULATION OF THE INVERSE NOISE CORRELATION MATRIX 115 LIST OF ACRONYMS 117 BIBLIOGRAPHY 119 KURZFASSUNG 127 EHRENWORTLICHE ERKLARUNG 129
any_adam_object	1
author	Stenzel, Sebastian
author_facet	Stenzel, Sebastian
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author_sort	Stenzel, Sebastian
author_variant	s s ss
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dewey-hundreds	600 - Technology (Applied sciences)
dewey-ones	621 - Applied physics
dewey-raw	621.38284
dewey-search	621.38284
dewey-sort	3621.38284
dewey-tens	620 - Engineering and allied operations
discipline	Elektrotechnik / Elektronik / Nachrichtentechnik
format	Thesis Book
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series2	Arbeiten über digitale Signalverarbeitung und Systemtheorie
spelling	Stenzel, Sebastian Verfasser aut Multichannel signal processing for spatially distributed microphones Sebastian Stenzel Aachen Shaker 2014 VII, 126 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Arbeiten über digitale Signalverarbeitung und Systemtheorie 2 Zugl.: Kiel, Univ., Diss., 2014 Sprachqualität (DE-588)4536190-3 gnd rswk-swf Geräuschminderung (DE-588)4129292-3 gnd rswk-swf Mehrkanalübertragung (DE-588)4169304-8 gnd rswk-swf Mikrofon (DE-588)4139330-2 gnd rswk-swf Signal-Rausch-Abstand (DE-588)4330145-9 gnd rswk-swf Sensor-Array (DE-588)4213726-3 gnd rswk-swf Übertragungsfunktion (DE-588)4186647-2 gnd rswk-swf Sprachsignal (DE-588)4056494-0 gnd rswk-swf Raumakustik (DE-588)4048567-5 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Mikrofon (DE-588)4139330-2 s Sensor-Array (DE-588)4213726-3 s Sprachsignal (DE-588)4056494-0 s Mehrkanalübertragung (DE-588)4169304-8 s Übertragungsfunktion (DE-588)4186647-2 s Signal-Rausch-Abstand (DE-588)4330145-9 s Geräuschminderung (DE-588)4129292-3 s Raumakustik (DE-588)4048567-5 s Sprachqualität (DE-588)4536190-3 s DE-604 Erscheint auch als Online-Ausgabe Stenzel, Sebastian Multichannel Signal Processing for Spatially Distributed Microphones Arbeiten über digitale Signalverarbeitung und Systemtheorie 2 (DE-604)BV043197061 2 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=4763970&prov=M&dok_var=1&dok_ext=htm Inhaltstext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028471662&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle	Stenzel, Sebastian Multichannel signal processing for spatially distributed microphones Arbeiten über digitale Signalverarbeitung und Systemtheorie Sprachqualität (DE-588)4536190-3 gnd Geräuschminderung (DE-588)4129292-3 gnd Mehrkanalübertragung (DE-588)4169304-8 gnd Mikrofon (DE-588)4139330-2 gnd Signal-Rausch-Abstand (DE-588)4330145-9 gnd Sensor-Array (DE-588)4213726-3 gnd Übertragungsfunktion (DE-588)4186647-2 gnd Sprachsignal (DE-588)4056494-0 gnd Raumakustik (DE-588)4048567-5 gnd
subject_GND	(DE-588)4536190-3 (DE-588)4129292-3 (DE-588)4169304-8 (DE-588)4139330-2 (DE-588)4330145-9 (DE-588)4213726-3 (DE-588)4186647-2 (DE-588)4056494-0 (DE-588)4048567-5 (DE-588)4113937-9
title	Multichannel signal processing for spatially distributed microphones
title_auth	Multichannel signal processing for spatially distributed microphones
title_exact_search	Multichannel signal processing for spatially distributed microphones
title_full	Multichannel signal processing for spatially distributed microphones Sebastian Stenzel
title_fullStr	Multichannel signal processing for spatially distributed microphones Sebastian Stenzel
title_full_unstemmed	Multichannel signal processing for spatially distributed microphones Sebastian Stenzel
title_short	Multichannel signal processing for spatially distributed microphones
title_sort	multichannel signal processing for spatially distributed microphones
topic	Sprachqualität (DE-588)4536190-3 gnd Geräuschminderung (DE-588)4129292-3 gnd Mehrkanalübertragung (DE-588)4169304-8 gnd Mikrofon (DE-588)4139330-2 gnd Signal-Rausch-Abstand (DE-588)4330145-9 gnd Sensor-Array (DE-588)4213726-3 gnd Übertragungsfunktion (DE-588)4186647-2 gnd Sprachsignal (DE-588)4056494-0 gnd Raumakustik (DE-588)4048567-5 gnd
topic_facet	Sprachqualität Geräuschminderung Mehrkanalübertragung Mikrofon Signal-Rausch-Abstand Sensor-Array Übertragungsfunktion Sprachsignal Raumakustik Hochschulschrift
url	http://deposit.dnb.de/cgi-bin/dokserv?id=4763970&prov=M&dok_var=1&dok_ext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028471662&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
volume_link	(DE-604)BV043197061
work_keys_str_mv	AT stenzelsebastian multichannelsignalprocessingforspatiallydistributedmicrophones

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MARC

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