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Real-Time Adaptive Concepts in Acoustics - Blind Signal Separation and Multichannel Echo Cancellation (Hardcover, 2001 ed.)
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Real-Time Adaptive Concepts in Acoustics - Blind Signal Separation and Multichannel Echo Cancellation (Hardcover, 2001 ed.)
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Blind Signal Separation (BSS) deals with recovering (filtered
versions of) source signals from an observed mixture thereof. The
term blind' relates to the fact that there are no reference signals
for the source signals and also that the mixing system is unknown.
This book presents a new method for blind signal separation, which
is developed to work on microphone signals. Acoustic Echo
Cancellation (AEC) is a well-known technique to suppress the echo
that a microphone picks up from a loudspeaker in the same room.
Such acoustic feedback occurs for example in hands-free telephony
and can lead to a perceived loud tone. For an application such as a
voice-controlled television, a stereo AEC is required to suppress
the contribution of the stereo loudspeaker setup. A generalized AEC
is presented that is suited for multi-channel operation. New
algorithms for Blind Signal Separation and multi-channel Acoustic
Echo Cancellation are presented. A background is given in array
signal processing methods, adaptive filter theory, and fast
filtering in the frequency domain. The included CD-ROM can be
played using any compact disc player to play the simulation results
that are described in the text. When inserted into a computer, it
furthermore gives Matlab implementations of the new algorithms
along with audio data with which to experiment. This makes the book
suited to researchers, engineers, and university students, who want
to get acquainted with these emerging fields.
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