A Topology Switching-Based Load Balancing Routing Scheme With Software-Hardware Separation for Satellite Ground Network

Low Earth Orbit (LEO) satellite network can provide the seamlessly global coverage and relatively low propagation delay, which has been envisioned as a key component of future 6G communication. However, the highly dynamic network topology and quite limited communication and computation resources of LEO satellites, alongside with uneven traffic distribution and demand of ground users impose a severe challenge for the routing algorithm design. To tackle this issue, we propose a ground block division and topology switching routing algorithm with software-hardware separation to handle the frequent uploading network topology and routing tables issue and reduce the computational and communication overheads. Furthermore, we estimate the long-term traffic demand in different ground blocks, and calculate the potential traffic demand for each block, and devise the Traffic Distribution Oriented Load Balancing Routing Algorithm (TDOLBRA) to avoid bottleneck links and reduce unnecessary overheads. Moreover, considering different Quality of Service (QoS) requirements of ground users’ traffic, we classify the traffic into high priority traffic and regular traffic, and adopt different routing strategies to further promote the network performance and resources utilization. Simulations results on STK and OPNET demonstrate that the proposed TDOLBRA scheme can have superior performance over three existing methods. To be specific, our proposed TDOLBRA scheme can achieve the best performance with respect to the fairness index, average traffic per link and packet drop rate Ploss. Especially, compared with three benchmark schemes, Ploss under our scheme is reduced by 3.4x, 7.6x, and 13.2x respectively when the total traffic is 18000 packets/min.

Authors

Institutions

Publication Details

Journal
IEEE Internet of Things Journal
Published
2025-05-02
DOI
https://doi.org/10.1109/jiot.2025.3566289
Citations
2
Primary Topic
Satellite Communication Systems
Type
article
Field-Weighted Citation Impact
9.99

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Topology Switching-Based Load Balancing Routing Scheme With Software-Hardware Separation for Satellite Ground Network

Weijia Han, Wenqing Sun, Qiushun Bai, Liang Wang et al.
2 citations
IEEE Internet of Things Journal
Satellite Communication Systems
9.99
article

A Topology Switching-Based Load Balancing Routing Scheme With Software-Hardware Separation for Satellite Ground Network

Weijia Han, Wenqing Sun, Qiushun Bai, Liang Wang, Yuan Zhang
article en
2 citations

Abstract

Low Earth Orbit (LEO) satellite network can provide the seamlessly global coverage and relatively low propagation delay, which has been envisioned as a key component of future 6G communication. However, the highly dynamic network topology and quite limited communication and computation resources of LEO satellites, alongside with uneven traffic distribution and demand of ground users impose a severe challenge for the routing algorithm design. To tackle this issue, we propose a ground block division and topology switching routing algorithm with software-hardware separation to handle the frequent uploading network topology and routing tables issue and reduce the computational and communication overheads. Furthermore, we estimate the long-term traffic demand in different ground blocks, and calculate the potential traffic demand for each block, and devise the Traffic Distribution Oriented Load Balancing Routing Algorithm (TDOLBRA) to avoid bottleneck links and reduce unnecessary overheads. Moreover, considering different Quality of Service (QoS) requirements of ground users’ traffic, we classify the traffic into high priority traffic and regular traffic, and adopt different routing strategies to further promote the network performance and resources utilization. Simulations results on STK and OPNET demonstrate that the proposed TDOLBRA scheme can have superior performance over three existing methods. To be specific, our proposed TDOLBRA scheme can achieve the best performance with respect to the fairness index, average traffic per link and packet drop rate Ploss. Especially, compared with three benchmark schemes, Ploss under our scheme is reduced by 3.4x, 7.6x, and 13.2x respectively when the total traffic is 18000 packets/min.

IEEE Internet of Things JournalVol. 12(14)
Xidian University (CN), Shaanxi Normal University (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 3%
Satellite Communication Systems
9.99
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.