3 papers
cs.CL2025
M2BeamLLM: Multimodal Sensing-empowered mmWave Beam Prediction with Large Language Models
Can Zheng, Jiguang He, Chung G. Kang +3
This paper introduces a novel neural network framework called M2BeamLLM for beam prediction in millimeter-wave (mmWave) massive multi-input multi-output (mMIMO) communication syste…
cs.IT2023
Deep Learning-based Data-aided Activity Detection with Extraction Network in Grant-free Sparse Code Multiple Access Systems
Minsig Han, Ameha T. Abebe, Chung G. Kang
This letter proposes a deep learning-based data-aided active user detection network (D-AUDN) for grant-free sparse code multiple access (SCMA) systems that leverages both SCMA code…
cs.NI2022
DRL-based Distributed Resource Allocation for Edge Computing in Cell-Free Massive MIMO Network
Fitsum Debebe Tilahun, Ameha Tsegaye Abebe, Chung G. Kang
In this paper, with the aim of addressing the stringent computing and quality-of-service (QoS) requirements of recently introduced advanced multimedia services, we consider a cell-…