Acoustic MIMO Signal Processing
Springer Berlin (Verlag)
978-3-540-37630-9 (ISBN)
Telecommunication systems and human-machine interfaces start employing multiple microphones and loudspeakers in order to make conversations and interactions more lifelike, hence more efficient. This development gives rise to a variety of acoustic signal processing problems under multiple-input multiple-output (MIMO) scenarios, encompassing distant speech acquisition, sound source localization and tracking, echo and noise control, source separation and speech dereverberation, and many others.
Acoustic MIMO Signal Processing is divided into two major parts - the theoretical and the practical. The authors begin by introducing an acoustic MIMO paradigm, establishing the fundamental of the field, and linking acoustic MIMO signal processing with the concepts of classical signal processing and communication theories in terms of system identification, equalization, and adaptive algorithms. In the second part of the book, a novel and penetrating analysis of aforementioned acoustic applications is carried out in the paradigm to reinforce the fundamental concepts of acoustic MIMO signal processing.
Acoustic MIMO Signal Processing is a timely and important professional reference for researchers and practitioners from universities and a wide range of industries. It is also an excellent text for graduate students who are interested in this exciting field.
Theory.- Acoustic MIMO Systems.- Wiener Filter and Basic Adaptive Algorithms.- Sparse Adaptive Filters.- Frequency-Domain Adaptive Filters.- Blind Identification of Acoustic MIMO Systems.- Separation and Suppression of Co-Channel and Temporal Interference.- Applications.- Acoustic Echo Cancellation and Audio Bridging.- Time Delay Estimation and Acoustic Source Localization.- Speech Enhancement and Noise Reduction.- Source Separation and Speech Dereverberation.
From the reviews:
"The book is devoted to the problems of speech acquisition in complex acoustic environment. It is tutorial in nature with a detailed exposition of the latest achievements and state-of-the-art in the field. Open questions and further research direction are also explored. ... The book will be useful for a large audience, ranging from researchers and PhD students, to practicing engineers, either just approaching in the field or already having years of experience." (Tzvetan Semerdjiev, Zentralblatt MATH, Vol. 1106 (8), 2007)
| Erscheint lt. Verlag | 6.9.2006 |
|---|---|
| Reihe/Serie | Signals and Communication Technology |
| Zusatzinfo | XIV, 379 p. |
| Verlagsort | Berlin |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 780 g |
| Themenwelt | Technik ► Elektrotechnik / Energietechnik |
| Schlagworte | Acoustic Channel Identification • acoustic signal processing • Adaptive Filter • Adaptive Systems • Akustik • algorithm • algorithms • audio processing • Communication • Communication Systems • Development • Filter • Filters • MIMO • MIMO Systems • MIMO-Technik • Signal • Signal Processing • Signalverarbeitung • Speech Acquisition and Enhancement • Speech Enhancement • System Identification |
| ISBN-10 | 3-540-37630-5 / 3540376305 |
| ISBN-13 | 978-3-540-37630-9 / 9783540376309 |
| Zustand | Neuware |
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