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Microphone Array Signal Processing

โœ Scribed by Jacob Benesty, Jingdong Chen, Yiteng Huang (auth.)


Publisher
Springer-Verlag Berlin Heidelberg
Year
2008
Tongue
English
Leaves
245
Series
Springer Topics in Signal Processing 1
Edition
1
Category
Library

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โœฆ Synopsis


Microphone arrays have attracted a lot of interest in the last two decades. The reason behind this is that they have the potential to solve many important problems in both human-machine and human-human interfaces for different kinds of communications. But before microphone arrays can be deployed broadly, there is a strong need for a deep understanding of the problems encountered in the real world and their clear formulation in order that useful algorithms can be developed to process the sensor signals.

While there are many manuscripts on antenna arrays from a narrowband perspective (narrowband signals and narrowband processing), the literature is quite scarce when it comes to sensor arrays explained from a truly broadband perspective. Many algorithms for speech applications were simply borrowed from narrowband antenna arrays. However, a direct application of narrowband ideas to broadband speech processing may not be necessarily appropriate and can lead to many misunderstandings. Therefore, the main objective of this book is to derive and explain the most fundamental algorithms from a strictly broadband (signals and/or processing) viewpoint. Thanks to the approach taken here, new concepts come in light that have the great potential of solving several, very difficult problems encountered in acoustic and speech applications.

Microphone Array Signal Processing is a timely and important professional reference for researchers and practicing engineers from universities and a wide range of industries. It is also an excellent text for graduate students who are interested in this promising and exciting field

โœฆ Table of Contents


Front Matter....Pages I-X
Introduction....Pages 1-6
Classical Optimal Filtering....Pages 7-37
Conventional Beamforming Techniques....Pages 39-65
On the Use of the LCMV Filter in Room Acoustic Environments....Pages 67-83
Noise Reduction with Multiple Microphones: a Unified Treatment....Pages 85-114
Noncausal (Frequency-Domain) Optimal Filters....Pages 115-137
Microphone Arrays from a MIMO Perspective....Pages 139-163
Sequential Separation and Dereverberation: the Two-Stage Approach....Pages 165-180
Direction-of-Arrival and Time-Difference-of-Arrival Estimation....Pages 181-215
Unaddressed Problems....Pages 217-222
Back Matter....Pages 223-240

โœฆ Subjects


Signal, Image and Speech Processing;Microwaves, RF and Optical Engineering;Acoustics


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