DocumentCode :
770903
Title :
Adaptive separation of mixed broadband sound sources with delays by a beamforming Herault-Jutten network
Author :
Li, Shaolin ; Sejnowski, Terrence J.
Author_Institution :
Comput. Neurobiol. Lab., The Salk Inst., San Diego, CA, USA
Volume :
20
Issue :
1
fYear :
1995
fDate :
1/1/1995 12:00:00 AM
Firstpage :
73
Lastpage :
79
Abstract :
The Herault-Jutten network has been used to separate independent sound sources that have been linearly mixed. The problem of separating a mixture of several independent signals in free-field conditions or a signal and echoes in confined spaces is compounded by propagation time delays between the source(s) and the microphones because the conventional Herault-Jutten network cannot tolerate time delays. In this paper, we combine a symmetrically balanced beamforming array with the conventional Herault-Jutten network. The resulting system can adaptively separate signals that include delays introduced by the propagation medium. The proposed algorithm has been simulated in digital communication multipath channels where intersymbol interference exists. The simulation results show two clear advantages of the proposed method over the conventional adaptive equalization: (1) there is no penalty for very long impulse responses caused by long delays, and (2) no training signals are needed for equalization. The design of a multibeamformer to handle the source separation of multiple broad-band signals is also presented
Keywords :
acoustic generators; acoustic signal processing; adaptive systems; delays; neural nets; physics computing; signal sources; underwater sound; Herault-Jutten network; beamforming Herault-Jutten network; confined spaces; digital communication multipath channels; free-field conditions; independent sound sources; intersymbol interference; linearly mixed sources; microphones; mixed broadband sound sources; propagation time delays; source separation; symmetrically balanced beamforming array; time delays; training signals; Acoustic propagation; Adaptive equalizers; Array signal processing; Delay effects; Digital communication; Intersymbol interference; Microphones; Multipath channels; Propagation delay; Signal design;
fLanguage :
English
Journal_Title :
Oceanic Engineering, IEEE Journal of
Publisher :
ieee
ISSN :
0364-9059
Type :
jour
DOI :
10.1109/48.380244
Filename :
380244
Link To Document :
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