no code implementations • 15 Nov 2023 • Syed Asrar ul haq, Varun Singh, Bhanu Teja Tanaji, Sumit Darak
Recently, various works have shown that the deep learning (DL) based CE outperforms conventional minimum mean square error (MMSE) based CE, and it is hardware-friendly.
no code implementations • 29 Jun 2023 • Akanksha Sneh, Sumit Darak, Shobha Sundar Ram, Manjesh Hanawal
Multi-arm bandit (MAB) algorithms have been used to learn optimal beams for millimeter wave communication systems.
no code implementations • 9 Sep 2022 • Akanksha Sneh, Soumya Jain, V Sri Sindhu, Shobha Sundar Ram, Sumit Darak
Rapid beam alignment is required to support high gain millimeter wave (mmW) communication links between a base station (BS) and mobile users (MU).