Search Results for author: Byunghyun Lee

Found 3 papers, 0 papers with code

Simulation-Enhanced Data Augmentation for Machine Learning Pathloss Prediction

no code implementations3 Feb 2024 Ahmed P. Mohamed, Byunghyun Lee, Yaguang Zhang, Max Hollingsworth, C. Robert Anderson, James V. Krogmeier, David J. Love

To alleviate these challenges, this paper introduces a novel simulation-enhanced data augmentation method for ML pathloss prediction.

Data Augmentation

Constant Modulus Waveform Design with Block-Level Interference Exploitation for DFRC Systems

no code implementations16 Oct 2023 Byunghyun Lee, Anindya Bijoy Das, David J. Love, Christopher G. Brinton, James V. Krogmeier

Dual-functional radar-communication (DFRC) is a promising technology where radar and communication functions operate on the same spectrum and hardware.

Fusing Channel and Sensor Measurements for Enhancing Predictive Beamforming in UAV-Assisted Massive MIMO Communications

no code implementations10 Sep 2023 Byunghyun Lee, Andrew Marcum, David Love, James Krogmeier

In this letter, we propose a fusion of wireless and sensor data to enhance beam alignment for cellular-connected UAV massive MIMO communications.

Position

Cannot find the paper you are looking for? You can Submit a new open access paper.