Search Results for author: Udaya Sampath K. P. Miriya Thanthrige

Found 2 papers, 0 papers with code

Deep Learning for DOA Estimation in MIMO Radar Systems via Emulation of Large Antenna Arrays

no code implementations27 Jul 2020 Aya Mostafa Ahmed, Udaya Sampath K. P. Miriya Thanthrige, Aly El Gamal, Aydin Sezgin

We further analyze the best choice for the training SNR as a function of the test SNR, and observe dramatic changes in the behavior of this function for different angle ranges.

Direction of Arrival Estimation

Supervised Learning Based Super-Resolution DoA Estimation Utilizing Antenna Array Extrapolation

no code implementations6 Sep 2019 Udaya Sampath K. P. Miriya Thanthrige, Aya Mostafa Ahmed, Aydin Sezgin

In this paper, we introduce a novel algorithm that can dramatically reduce the number of antenna elements needed to accurately predict the direction of arrival (DOA) for multiple input multiple output (MIMO) radar.

Dictionary Learning Super-Resolution

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