activity
20172024
most citedLearning Decentralized Power Control in Cell-Free Massive MIMO Networks

19 citations · 38 across the 8 of their papers we have counts for

collaborators

8 papers

eess.SP2024

Generalized Reduced-WMMSE Approach for Cell-Free Massive MIMO With Per-AP Power Constraints

Wonsik Yoo, Daesung Yu, Hoon Lee +1

The optimization of cooperative beamforming vectors in cell-free massive MIMO (mMIMO) systems is presented where multi-antenna access points (APs) support downlink data transmissio…

eess.SP2023★ 19 cited

Learning Decentralized Power Control in Cell-Free Massive MIMO Networks

Daesung Yu, Hoon Lee, Seung-Eun Hong +1

This paper studies learning-based decentralized power control methods for cell-free massive multiple-input multiple-output (MIMO) systems where a central processor (CP) controls ac…

eess.SP2022

Robust Design of Rate-Splitting Multiple Access With Imperfect CSI for Cell-Free MIMO Systems

Daesung Yu, Seok-Hwan Park, Osvaldo Simeone +1

Rate-Splitting Multiple Access (RSMA) for multi-user downlink operates by splitting the message for each user equipment (UE) into a private message and a set of common messages, wh…

eess.SP2021

Deep Learning Methods for Joint Optimization of Beamforming and Fronthaul Quantization in Cloud Radio Access Networks

Daesung Yu, Hoon Lee, Seok-Hwan Park +1

Cooperative beamforming across access points (APs) and fronthaul quantization strategies are essential for cloud radio access network (C-RAN) systems. The nonconvexity of the C-RAN…

eess.SP2020★ 1 cited

Optimizing Over-the-Air Computation in IRS-Aided C-RAN Systems

Daesung Yu, Seok-Hwan Park, Osvaldo Simeone +1

Over-the-air computation (AirComp) is an efficient solution to enable federated learning on wireless channels. AirComp assumes that the wireless channels from different devices can…

eess.SP2020★ 3 cited

Inter-Tenant Cooperative Reception for C-RAN Systems With Spectrum Pooling

Junbeom Kim, Daesung Yu, Seok-Hwan Park +2

This work studies the uplink of a multi-tenant cloud radio access network (C-RAN) system with spectrum pooling. In the system, each operator has a cloud processor (CP) connected to…