J-KICS

A Study on Interference Management and Resource Allocation Optimization Using Reinforcement Learning

Geon-a Park Kae-won Choi
Vol. 49, No. 10, pp. 1368-1373, Oct. 2024

10.7840/kics.2024.49.10.1368

Wireless Communication

Resource Allocation

Reinforcement Learning

PPO Algorithm

On Uplink Radio Resource Allocation for Prioritized Two-Step Random Access

TaehoonKim YongjaeKim InkyuBang
Vol. 48, No. 5, pp. 549-553, May 2023

10.7840/kics.2023.48.5.549

Prioritized Two-Step Random Access

Uplink Radio Resource Allocation

Spectral Efficiency Maximization for UAV Communication Systems Based on Ground-Aerial NOMA

Gil-Mo Kang Oh-Soon Shin
Vol. 48, No. 1, pp. 12-22, Jan. 2023

10.7840/kics.2023.48.1.12

Unmanned Aerial Vehicle (UAV)

non-orthogonal multiple access (NOMA)

sparse code multiple access (SCMA)

Resource Allocation

uplink

Deep Reinforcement Learning-Based Vehicle-to-Vehicle Resource Allocation

Jihoon Moon Byonghyo Shim
Vol. 47, No. 10, pp. 1565-1567, Oct. 2022

10.7840/kics.2022.47.10.1565

Vehicular communications

Deep Reinforcement Learning

Resource Allocation

Scheduling

mmWave/ THz communications

Evaluation of Resource Allocation Schemes for the Integrated Satellite-Terrestrial Network by Interference Power

Gyuseong Jo Satya Chan Sooyoung Kim Daesub Oh Bon-Jun Ku

Vol. 47, No. 10, pp. 1478-1490, Oct. 2022

10.7840/kics.2022.47.10.1478

frequency reuse

integrated satellite and terrestrial system

Optimization

Resource Allocation

multi-beam satellite

Satellite Communication

Distributed Resource Allocation for D2D Communication based on Deep Neural Network

Woongsup Lee
Vol. 46, No. 12, pp. 2159-2162, Dec. 2021

10.7840/kics.2021.46.12.2159

Implementation of an Orchestration System for Distributed Cloud Environments Based on Software Defined Networking

Yong-hwan Kim Dongkyun Kim
Vol. 46, No. 2, pp. 280-292, Feb. 2021

10.7840/kics.2021.46.2.280

Throughput Maximization in Bidirectional WPCN with Relay

Yeongwoo Ko Sang-Hyo Kim Jong-Seon No
Vol. 45, No. 3, pp. 467-473, Mar. 2020

10.7840/kics.2020.45.3.467

Resource Allocation for Maximizing End-to-End Throughput in Wireless Powered Multihop Networks

Hyun-Ho Choi
Vol. 44, No. 12, pp. 2219-2222, Dec. 2019

10.7840/kics.2019.44.12.2219

Optimal Energy Harvesting Time Allocation for Decode-and-Forward Relay Networks with Rechargeable and Non-Rechargeable Batteries

Yeonggyu Shim Wonjae Shin
Vol. 44, No. 10, pp. 1837-1840, Oct. 2019

10.7840/kics.2019.44.10.1837

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A Study on Interference Management and Resource Allocation Optimization Using Reinforcement Learning

On Uplink Radio Resource Allocation for Prioritized Two-Step Random Access

Spectral Efficiency Maximization for UAV Communication Systems Based on Ground-Aerial NOMA

Deep Reinforcement Learning-Based Vehicle-to-Vehicle Resource Allocation

Evaluation of Resource Allocation Schemes for the Integrated Satellite-Terrestrial Network by Interference Power

Distributed Resource Allocation for D2D Communication based on Deep Neural Network

Implementation of an Orchestration System for Distributed Cloud Environments Based on Software Defined Networking

Throughput Maximization in Bidirectional WPCN with Relay

Resource Allocation for Maximizing End-to-End Throughput in Wireless Powered Multihop Networks

Optimal Energy Harvesting Time Allocation for Decode-and-Forward Relay Networks with Rechargeable and Non-Rechargeable Batteries

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