no code implementations • 29 Jan 2021 • Shobha Sundar Ram, Shelly Vishwakarma, Akanksha Sneh, Kainat Yasmeen
A stacked and sparse denoising autoencoder (StackedSDAE) is proposed for mitigating wall clutter in indoor radar images.
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).
no code implementations • 3 Mar 2023 • Shragvi Sidharth Jha, Aakanksha Tewari, Sumit J Darak, Akanksha Sneh, Shobha Sundar Ram
In this work, we discuss the three-dimensional digital hardware RSP framework for 802. 11ad-based JRC to detect the range, azimuth, and Doppler velocity of multiple targets.
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.