articleIEEE Transactions on Systems Man and Cybernetics SystemsJan 12, 2026Closed access

An Evolutionary Algorithm With Memory Guidance for Data Transmission Scheduling Optimization in Communication Satellite Network

YRYingying RenQLQiuli LiYZYue ZhangJLJiting LiWPWitold Pedrycz

Guangxi University · Beihang University · +5 more institutions

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Abstract

With the rapid development of satellite technology, communication satellites have become an indispensable part of modern infrastructure. They serve as a key pillar for the future integrated communication satellite network (CSN). However, the increasing number of communication satellites presents significant challenges for data transmission between the satellite and ground station. This article focuses on transmitting communication data by scheduling resources for communication tasks. The goal of data transmission scheduling optimization in CSN (DTSOCSN) is to design a scheduling scheme that maximizes task profit across satellite–ground links, considering the constraints of the two working modes of…

Citation impact

10
total citations
FWCI
510.34
Percentile
100%
References
29
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Authors

8

Topics & keywords

Topics
Keywords
  • Crossover
  • Scheduling (production processes)
  • Communications satellite
  • Initialization
  • Evolutionary algorithm
  • Differential evolution
  • Data transmission
  • Optimization problem
UN Sustainable Development Goals
  • Industry, innovation and infrastructure
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