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Expected likelihood support for deterministic maximum likelihood DOA estimation
Authors:Yuri I. Abramovich  Ben A. Johnson
Affiliation:1. University of South Australia, Mawson Lakes, SA 9045, Australia;2. Colorado School of Mines, Golden, CO 80401, USA
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.
Keywords:Deterministic maximum likelihood   DOA estimation   Expected likelihood   Threshold behavior
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