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Springer Series onSignals and Communication Technology
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Signals and Communication Technology
Electronic Noise and Interfering SignalsPrinciples and ApplicationsG. VasilescuISBN 3-540-40741-3
DVBThe Family of International Standardsfor Digital Video Broadcasting, 2nd ed.U. ReimersISBN 3-540-43545-X
Digital Interactive TV and MetadataFuture Broadcast MultimediaA. Lugmayr, S. Niiranen, and S. KalliISBN 0-387-20843-7
Adaptive Antenna ArraysTrends and ApplicationsS. Chandran (Ed.)ISBN 3-540-20199-8
Digital Signal Processingwith Field Programmable Gate ArraysU. Meyer-BaeseISBN 3-540-21119-5
Neuro-Fuzzy and Fuzzy-Neural Applicationsin TelecommunicationsP. Stavroulakis (Ed.)ISBN 3-540-40759-6
SDMA for Multipath Wireless ChannelsLimiting Characteristics and Stochastic ModelsI.P. KovalyovISBN 3-540-40225-X
Digital TelevisionA Practical Guide for EngineersW. FischerISBN 3-540-01155-2
Multimedia Communication TechnologyRepresentation, Transmissionand Identification of Multimedia SignalsJ.R. OhmISBN 3-540-01249-4
Information MeasuresInformation and its Description in Scienceand EngineeringC. ArndtISBN 3-540-40855-X
Processing of SAR DataFundamentals, Signal Processing,InterferometryA. HeinISBN 3-540-05043-4
Chaos-Based Digital Communication SystemsOperating Principles, Analysis Methods,and Performance EvaluationF.C.M. Lau and C.K. TseISBN 3-540-00602-8
Adaptive Signal ProcessingApplications to Real-World ProblemsJ. Benesty and Y. Huang (Eds.)ISBN 3-540-00051-8
Multimedia Information Retrievaland ManagementTechnological Fundamentalsand ApplicationsD. Feng, W.C. Siu, and H.J. Zhang (Eds.)ISBN 3-540-00244-8
Structured Cable SystemsA.B. Semenov, S.K. Strizhakov,and I.R. SuncheleyISBN 3-540-43000-8
UMTSThe Physical Layer of the Universal MobileTelecommunications SystemA. Springer and R. WeigelISBN 3-540-42162-9
Advanced Theory of Signal DetectionWeak Signal Detectionin Generalized ObservationsI. Song, J. Bae, and S.Y. KimISBN 3-540-43064-4
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J. Benesty · S. Makino · J. Chen
Speech Enhancement
With 136 Figures and 18 Tables
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Prof. Dr. Jacob BenestyUniversite du QuebecINRS-EMT800 de la Gauchetiere QuestH5A 1K6 Montreal, QCCanada
Shoji MakinoCommunication Science Laboratories, NTTHikaridai, Seika-cho 2-4619-0237 KyotoJapan
Jingdong ChenBell LabsLucent Technologies600 Mountain Ave.07974 Murray HillUSA
ISBN 3-540-24039-X Springer Berlin Heidelberg New York
Library of Congress Control Number: 2005921414
This work is subject to copyright. All rights are reserved, whether the whole or part of thematerial is concerned, specifically the rights of translation, reprinting, reuse of illustrations,recitation, broadcasting, reproduction on microfilm or in other ways, and storage in data banks.Duplication of this publication or parts thereof is permitted only under the provisions of theGerman Copyright Law of September 9, 1965, in its current version, and permission for usemust always be obtained from Springer-Verlag. Violations are liable to prosecution underGerman Copyright Law.
Springer is a part of Springer Science+Business Media
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c© Springer-Verlag Berlin Heidelberg 2005Printed in The Netherlands
The use of general descriptive names, registered names, trademarks, etc. in this publicationdoes not imply, even in the absence of a specific statement, that such names are exempt fromthe relevant protective laws and regulations and therefore free for general use.
Typesetting and final processing by PTP-Berlin Protago-TEX-Production GmbH, GermanyCover-Design: design & production GmbH, HeidelbergPrinted on acid-free paper 62/3141/Yu - 5 4 3 2 1 0
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1000 2000 3000 4000
20
40
60
80
100
120
140
160
180
Frequency (Hz)
Dire
ctio
n (d
eg)
Fig. 13.12. DOA estimations by (13.21) with four sources.
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0 1000 2000 3000 4000
−150
−100
−50
0
50
100
150
Frequency (Hz)
Dire
ctio
n (d
eg)
DOA estimations
0 1000 2000 3000 40000
1
2
3
4
5
Frequency (Hz)
Rad
ius
(m)
Sphere estimations
S4S5
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