The system features a scalable and concise ATM-supported multi-RAT network architecture, supported by a Deep Deterministic Policy Gradient (DDPG) based ...

The optimization algorithms for RAT selection are proposed to improve network utilization and user experience by selecting a less-congested, better-quality, and ...

Nov 3, 2023 · DRL-Driven Intelligent Access Traffic Management for Hybrid 5G-WiFi Multi-RAT Networks ; a weighted round-robin pattern across all RATs, with ...

Our ATM system maximizes the advantages of the Non-3GPP and 5G mobile networks integration and contributes to future multi-RAT networks with enhanced ...

Sep 14, 2023 · DRL-Driven Intelligent Access Traffic Management for Hybrid 5G-WiFi Multi-RAT Networks for PIMRC. 55 views · 1 year ago #DRL #5g # ...

DRL-Driven Intelligent Access Traffic Management for Hybrid 5G-WiFi Multi-RAT Networks. X Zhou, H Li, A Bravalheri, A Emami, R Nejabati, S Yan, D Simeonidou.

Featured research (1). DRL-Driven Intelligent Access Traffic Management for Hybrid 5G-WiFi Multi-RAT Networks · Full-text available · Conference Paper. Sep 2023 ...

Oct 30, 2024 · “DRL-Driven Intelligent Access Traffic Management for Hybrid 5G-WiFi Multi-RAT Networks,” in Proc. of IEEE PIMRC, 2023. [7] ↑ H. Li et al., “DRL ...

DRL-Driven Intelligent Access Traffic Management for Hybrid 5G-WiFi Multi-RAT Networks ; Deep Reinforcement Learning 100% ; Traffic Management 100% ; Access ...

Oct 16, 2024 · DRL-Based Energy-Efficient Baseband Function ... DRL-Driven Intelligent Access Traffic Management for Hybrid 5G-WiFi Multi-RAT Networks.