output
20032024
most citedCooperative Multi-Agent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control

249 citations

Showing cs.ITShow all

8 papers · 1 filter

cs.IT20211 cited

Low-Complexity Symbol-Level Precoding for MU-MISO Downlink Systems with QAM Signals

Sungyeal Park, Yunseong Cho, Songnam Hong

This study proposes the construction of a transmit signal for large-scale antenna systems with cost-effective 1-bit digital-to-analog converters in the downlink. Under quadrature-a…

cs.IT20193 cited

Greedy Sparse Signal Recovery Algorithm Based on Bit-wise MAP detection

J. Chae, S. -N. Hong

We propose a novel greedy algorithm for the support recovery of a sparse signal from a small number of noisy measurements. In the proposed method, a new support index is identified…

cs.IT20191 cited

Supervised-Learning for Multi-Hop MU-MIMO Communications with One-Bit Transceivers

Daeun Kim, Song-Nam Hong, Namyoon Lee

This paper considers a nonlinear multi-hop multi-user multiple-input multiple-output (MU-MIMO) relay channel, in which multiple users send information symbols to a multi-antenna ba…

cs.IT2019

Semi-Supervised Learning Detector for MU-MIMO Systems with One-bit ADCs

Seonho Kim, Song-Nam Hong

We study an uplink multiuser multiple-input multiple-output (MU-MIMO) system with one-bit analog-to-digital converters (ADCs). For such system, a supervised-learning (SL) detector…

cs.IT2017

Successive Cancellation Soft Output Detector For Uplink MU-MIMO Systems With One-bit ADCs

Yun-Seong Cho, Seonho Kim, Song-Nam Hong

In this paper, we present a successive-cancellation-soft-output (SCSO) detector for an uplink multiuser multiple-input-multiple-output (MU-MIMO) system with one-bit analog-to-digit…

cs.IT20174 cited

A Low-Complexity Soft-Output wMD Decoding for Uplink MIMO Systems with One-Bit ADCs

S. Kim, N. Lee, S. -N. Hong

This paper considers an uplink multiuser multiple-input-multiple-output (MU-MIMO) system with one-bit analog-to-digital converters (ADCs), in which users with a single transmit…