activity
20132023
most citedDeep Reinforcement Learning for 5G Networks: Joint Beamforming, Power Control, and Interference Coordination

293 citations · 1.1k across the 37 of their papers we have counts for

collaborators

45 papers

eess.SP2023★ 2 cited

Learning-Based One-Bit Maximum Likelihood Detection for Massive MIMO Systems: Dithering-Aided Adaptive Approach

Yunseong Cho, Jinseok Choi, Brian L. Evans

In this paper, we propose a learning-based detection framework for uplink massive multiple-input and multiple-output (MIMO) systems with one-bit analog-to-digital converters. The l…

eess.SP2022

Adaptive Learning-Based Detection for One-Bit Quantized Massive MIMO Systems

Yunseong Cho, Jinseok Choi, Brian L. Evans

We propose an adaptive learning-based framework for uplink massive multiple-input multiple-output (MIMO) systems with one-bit analog-to-digital converters. Learning-based detection…

eess.SP2022

Low Complexity Hybrid Beamforming for mmWave Full-Duplex Integrated Access and Backhaul

Elyes Balti, Chris Dick, Brian L. Evans

We consider an integrated access and backhaul (IAB) node operating in full-duplex (FD) mode. We analyze simultaneous transmission from the New Radio gNB to the IAB node on the back…

eess.SP2022

Coordinated Per-Antenna Power Minimization for Multicell Massive MIMO Systems with Low-Resolution Data Converters

Yunseong Cho, Jinseok Choi, Brian L. Evans

A multicell-coordinated beamforming solution for massive multiple-input multiple-output orthogonal frequency-division multiplexing (OFDM) systems is presented when employing low-re…

eess.SP2022

Reverse Link Analysis for Full-Duplex Cellular Networks with Low Resolution ADC/DAC

Elyes Balti, Brian L. Evans

In this work, we consider a full-duplex (FD) massive multiple-input multiple-output (MIMO) cellular network with low-resolution analog-to-digital converters (ADCs) and digital-to-a…

eess.SP2022

Forward Link Analysis for Full-Duplex Cellular Networks with Low Resolution ADC/DAC

Elyes Balti, Brian L. Evans

In this work, we consider a full-duplex (FD) massive multiple-input multiple-output (MIMO) cellular network with low resolution analog-to-digital converters (ADCs) and digital-to-a…