Applications of Spatially Localized Active-Intensity Vectors for Sound-Field visualization
Author(s) -
Leo McCormack,
Symeon DelikarisManias,
Archontis Politis,
Despoina Pavlidi,
Angelo Farina,
Daniel Pinardi,
Ville Pulkki
Publication year - 2019
Publication title -
journal of the audio engineering society
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.234
H-Index - 60
ISSN - 1549-4950
DOI - 10.17743/jaes.2019.0041
Subject(s) - visualization , acoustics , sound intensity , intensity (physics) , sound (geography) , computer science , field intensity , field (mathematics) , physics , optics , artificial intelligence , nuclear magnetic resonance , mathematics , pure mathematics
The purpose of this article is to detail and evaluate three alternative approaches to soundfield visualization, which all employ the use of spatially localized active-intensity (SLAI) vectors. These SLAI vectors are of particular interest, as they allow direction-of-arrival (DoA) estimates to be extracted in multiple spatially localized sectors, such that a sound source present in one sector has reduced influence on the DoA estimate made in another sector. These DoA estimates may be used to visualize the sound-field by either: (I) directly depicting the estimates as icons, with their relative size dictated by the corresponding energy of each sector; (II) generating traditional activity maps via histogram analysis of the DoA estimates; or (III) by using the DoA estimates to reassign energy and subsequently sharpen traditional beamformer-based activity maps. Since the SLAI-based DoA estimates are continuous, these approaches are inherently computationally efficient, as they forego the need for dense scanning grids to attain high-resolution imaging. Simulation results also show that these SLAI-based alternatives outperform traditional active-intensity and beamformer-based approaches, for the majority of cases.
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