We show how introducing known scattering can be used in direction of arrival estimation by a single sensor. We first present an analysis of the geometry of the underlying measurement space and show how it enables localizing white sources. Then, we extend the solution to more challenging non-white sources like speech by including a source model and considering convex relaxations with group sparsity penalties. We conclude with numerical simulations using an unsophisticated sensing device to validate the theory.
CITATION STYLE
El Badawy, D., Dokmanić, I., & Vetterli, M. (2017). Acoustic DoA estimation by one unsophisticated sensor. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 10169 LNCS, pp. 89–98). Springer Verlag. https://doi.org/10.1007/978-3-319-53547-0_9
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