1.1k citations · 3k across the 72 of their papers we have counts for
4 papers · 2 filters
Multi-IRS-assisted Multi-Cell Uplink MIMO Communications under Imperfect CSI: A Deep Reinforcement Learning Approach
Junghoon Kim, Seyyedali Hosseinalipour, Taejoon Kim +2
Applications of intelligent reflecting surfaces (IRSs) in wireless networks have attracted significant attention recently. Most of the relevant literature is focused on the single…
Frequency-based Automated Modulation Classification in the Presence of Adversaries
Rajeev Sahay, Christopher G. Brinton, David J. Love
Automatic modulation classification (AMC) aims to improve the efficiency of crowded radio spectrums by automatically predicting the modulation constellation of wireless RF signals.…
Fast Position-Aided MIMO Beam Training via Noisy Tensor Completion
Tzu-Hsuan Chou, Nicolo Michelusi, David J. Love +1
In this paper, a data-driven position-aided approach is proposed to reduce the training overhead in MIMO systems, by leveraging side information and on-the-field measurements. A da…
Minimum Overhead Beamforming and Resource Allocation in D2D Edge Networks
Junghoon Kim, Taejoon Kim, Morteza Hashemi +2
Device-to-device (D2D) communications is expected to be a critical enabler of distributed computing in edge networks at scale. A key challenge in providing this capability is the r…