Covariance Learning for Direction-of-Arrival Estimation with Sparse Linear Arrays

Majdoddin Esfandiari, Esa Ollila, Geert Leus +1

Covariance learning (CL) estimates source powers and sensor-noise variance by minimizing the Type-II (marginal) negative log-likelihood of the array measurements. We develop both g…