DOFMS: DRL-based Out-of-order Friendly Multipath Scheduling in Mobile Heterogeneous Networks

Z Xu, W Quan, M Liu, N Cheng, X Zhang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Multipath transmission brings strong bandwidth aggregation capability for services in
wireless networks. Nonetheless, the heterogeneous nature of paths and the motion of …

ADAS: Adaptive Delay-Aligned Scheduling for Multipath Transmission in Heterogeneous Wireless Networks

D Chen, D Gao, L Jin, W Quan, H Zhang - Peer-to-Peer Networking and …, 2023 - Springer
Multipath TCP (MPTCP) is regarded as a promising solution to aggregate the bandwidth of
multiple paths to generate throughput benefits in heterogeneous networks. However …

Efficient Distributed Learning Over Lossy Wireless Networks

E Paolini, A Pinto, L Valcarenghi… - … on Network and …, 2024 - ieeexplore.ieee.org
In the context of NextG Wireless Networks, addressing the challenges of wireless
communication link reliability is paramount to ensure efficient Distributed Learning systems …

CPP-OTPO: A Cognitive Multi-UAV System for Adaptive Path and Trajectory Optimization

G Raja, S Essaky, J Nehru, C Joe… - IEEE INFOCOM 2024 …, 2024 - ieeexplore.ieee.org
Unmanned Aerial Vehicles (UAVs) have significantly transformed various Search and
Rescue (SAR) operations. Effective resource deployment is still difficult in modern SAR …

Concurrent Multipath Transmission for ultra-Reliable and Low Latency with Deep Reinforcement Learning

T Chen, J Ai, X Xiong, F Tan - Proceedings of the 2023 4th International …, 2023 - dl.acm.org
Concurrent multipath transmission combining FEC is an effective approach to achieve ultra-
reliable low latency communication in modern network. Rate allocation algorithm which …