Radar Enhanced Multi-Armed Bandit for Rapid Beam Selection in Millimeter Wave Communications

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.

Hardware Software Co-Design Based Reconfigurable Radar Signal Processing Accelerator for Joint Radar-Communication System

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.

Joint Radar-Communication

IEEE 802.11ad Based Joint Radar Communication Transceiver: Design, Prototype and Performance Analysis

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).

Joint Radar-Communication

Sparsity Based Autoencoders for Denoising Cluttered Radar Signatures

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.

Denoising