Expected likelihood support for deterministic maximum likelihood DOA estimation |
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Authors: | Yuri I. Abramovich Ben A. Johnson |
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Affiliation: | 1. University of South Australia, Mawson Lakes, SA 9045, Australia;2. Colorado School of Mines, Golden, CO 80401, USA |
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Abstract: | In this paper, a solution quality assessment method referred to as the “expected likelihood” (EL) approach, previously introduced for the stochastic (unconditional) Gaussian model, is extended over the deterministic (conditional) Gaussian model. This model is applied for arbitrary temporally correlated (narrowband) waveforms, emitted by point sources impinging upon an antenna array. Performance of direction of arrival (DOA) estimation is then examined. |
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Keywords: | Deterministic maximum likelihood DOA estimation Expected likelihood Threshold behavior |
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