Deep reinforcement learning based load balancing routing for LEO satellite network

P Zuo, C Wang, Z Wei, Z Li, H Zhao… - 2022 IEEE 95th …, 2022 - ieeexplore.ieee.org
LEO satellite network (LEO-SN) constitutes an indispensable part of the space-air-ground
integrated network (SAGIN). However, the characteristics of unbalanced traffic load, intricate …

Hybrid-traffic-detour based load balancing for onboard routing in LEO satellite networks

P Liu, H Chen, S Wei, L Li, Z Zhu - China Communications, 2018 - ieeexplore.ieee.org
To deal with the dynamic and imbalanced traffic requirements in Low Earth Orbit satellite
networks, several distributed load balancing routing schemes have been proposed …

DRL-Based Load-Balancing Routing Scheme for 6G Space–Air–Ground Integrated Networks

F Dong, J Song, Y Zhang, Y Wang, T Huang - Remote Sensing, 2023 - mdpi.com
Due to the rapid development of the space–air–ground integrated network (SAGIN), a
satellite communication system has the advantages of wide coverage and low requirements …

Multi-commodity flow routing for large-scale LEO satellite networks using deep reinforcement learning

KC Tsai, L Fan, LC Wang, R Lent… - 2022 IEEE Wireless …, 2022 - ieeexplore.ieee.org
With the explosive growth of low earth orbit (LEO) satellite networks, such as Starlink,
satellite communication has lower latency and can achieve high-speed transmission than …

Load-balancing routing algorithm based on segment routing for traffic return in LEO satellite networks

W Liu, Y Tao, L Liu - IEEE Access, 2019 - ieeexplore.ieee.org
To tackle the network congestion problem caused by ground gateway stations arranged
within a limited area in low earth orbit (LEO) satellite networks, a routing algorithm based on …

A load balancing routing strategy for LEO satellite network

J Liu, R Luo, T Huang, C Meng - IEEE Access, 2020 - ieeexplore.ieee.org
The LEO network composed of massive satellite nodes is a hot research field at present. In
such a network, the problem of load balancing should be reconsidered due to the large …

Cross-layer design and ant-colony optimization based routing algorithm for low earth orbit satellite networks

W Houtian, Z Qi, X Xiangjun, T Ying… - China …, 2013 - ieeexplore.ieee.org
To improve the robustness of the Low Earth Orbit (LEO) satellites networks and realise load
balancing, a Cross-layer design and Ant-colony optimization based Load-balancing routing …

Distance-based back-pressure routing for load-balancing leo satellite networks

X Deng, L Chang, S Zeng, L Cai… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Featuring wide coverage and high data rate, LEO satellite networks will be an important
supplement to the traditional terrestrial networks, enabling the space-air-ground integrated …

Location-aware load balancing routing protocol for LEO satellite networks

M Hussein, A Abu-Issa, I Elayyan - … International Conference on …, 2018 - ieeexplore.ieee.org
As the satellites are limited by the deficient hardware resources and the difficulty of
hardware upgrading. A location-aware load balancing routing is an effective way to prolong …

Agent-based load balancing routing for LEO satellite networks

Y Rao, R Wang - Computer networks, 2010 - Elsevier
To ensure an intelligent engineering of traffic over entire satellite networks, a distributed
routing scheme for low-earth orbit (LEO) satellite networks, agent-based load balancing …