Cognitive radar antenna selection via deep learning - Elbir, Ahmet M; Mishra, Kumar Vijay; Eldar, Yonina C (IET radar, sonar & navigation, 2019)
Keywords: accurate DoA estimates; antenna arrays; antenna selection problem; area; array signal processing; authors leverage deep learning; cognitive operation; cognitive radar antenna selection; computational load; convolutional neural network; different subarray; direction‐of‐arrival estimation; far‐field DoA accuracy; greedy search methods; larger arrays; learning (artificial intelligence); multiclass classification framework; neural nets; optimal subarray; phased array radar; phased array radar antenna; radar antennas; random array selections; recent interest; Research Article; resulting subarrays; support vector machines; target environment; optimal subarray; different subarray; radar antennas; direction-of-arrival estimation; far-field DoA accuracy; accurate DoA estimates; antenna arrays; learning (artificial intelligence); recent interest; array signal processing; greedy search methods; authors leverage deep learning; area; support vector machines; multiclass classification framework; convolutional neural network; phased array radar antenna; larger arrays; cognitive operation; target environment; antenna selection problem; computational load; resulting subarrays; random array selections; cognitive radar antenna selection; neural nets; phased array radar