IEEE - Institute of Electrical and Electronics Engineers, Inc. - Deep Convolution Network for Direction of Arrival Estimation with Sparse Prior

Author(s): Liu-li Wu ; Zhang-meng Liu ; Zhi-tao Huang
Sponsor(s): IEEE Signal Processing Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (Electronic): 1558-2361
ISSN (Paper): 1070-9908
DOI: 10.1109/LSP.2019.2945115
Regular:

In this letter, a deep learning framework for direction of arrival (DOA) estimation is developed. We first show that the columns of the array covariance matrix can be formulated as under-sampled... View More

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