Title :
EB-ESPRIT: 2D localization of multiple wideband acoustic sources using eigen-beams
Author :
Teutsch, H. ; Kellermann, W.
Author_Institution :
Multimedia Commun. & Signal Process., Erlangen-Nurnberg Univ., Erlangen, Germany
Abstract :
This paper is concerned with the problem of localizing multiple wideband acoustic sources. In contrast to existing techniques, this method takes the physics of wave propagation into account. 2D wave fields are decomposed using cylindrical harmonics as basis functions by a circular array mounted into a rigid cylindrical baffle. The obtained wave field representation is then used to serve as a basis for high-resolution subspace beamforming methods, most notably ESPRIT. It is shown that acoustic source localization based on wave field decomposition has the potential to unambiguously localize multiple simultaneously active wideband sources in the array´s full 360 degrees field-of-view.
Keywords :
acoustic wave propagation; array signal processing; audio signal processing; beam steering; eigenvalues and eigenfunctions; microphone arrays; signal representation; source separation; EB-ESPRIT; acoustic source 2D localization; circular microphone arrays; cylindrical harmonics; eigenbeams; high-resolution subspace beamforming; multiple active sources; multiple wideband acoustic sources; rigid cylindrical baffle; wave field decomposition; wave field representation; wave propagation physics; Acoustic applications; Acoustic propagation; Acoustic waves; Apertures; Computational complexity; Microphone arrays; Multimedia communication; Signal processing algorithms; Speech; Wideband;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
Print_ISBN :
0-7803-8874-7
DOI :
10.1109/ICASSP.2005.1415653