This work explores integrating sparse recovery methods into the ray space transform. Sparse recovery methods have proven useful in microphone array analysis of sound fields. In particular, they can provide extremely accurate estimates of source direction in the presences of multiple, simultaneous sources and noise. The ray space transform has recently emerged as a useful tool to analyse sound fields, particulary by robustly integrating information from multiple viewpoints. In this work, we present the results of numerical simulations for a linear microphone array that demonstrate the promising improvements obtained by integrating sparse recovery into the ray space transform.

Ray space analysis with sparse recovery

Antonacci, F.;Sarti, A.
2017-01-01

Abstract

This work explores integrating sparse recovery methods into the ray space transform. Sparse recovery methods have proven useful in microphone array analysis of sound fields. In particular, they can provide extremely accurate estimates of source direction in the presences of multiple, simultaneous sources and noise. The ray space transform has recently emerged as a useful tool to analyse sound fields, particulary by robustly integrating information from multiple viewpoints. In this work, we present the results of numerical simulations for a linear microphone array that demonstrate the promising improvements obtained by integrating sparse recovery into the ray space transform.
2017
2017 IEEE WORKSHOP ON APPLICATIONS OF SIGNAL PROCESSING TO AUDIO AND ACOUSTICS (WASPAA)
9781538616321
microphone arrays; ray space transform; sound fields; sparse recovery methods; Electrical and Electronic Engineering; Computer Science Applications1707 Computer Vision and Pattern Recognition
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11311/1060346
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