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Markov decision-based optimisation on bundle size for satellite disruption/delaytolerant network links

  • Yue Li
  • , Ye Wang
  • , Peng Yuan
  • , Zhihua Yang*
  • *Corresponding author for this work
  • Harbin Institute of Technology Shenzhen

Research output: Contribution to journalArticlepeer-review

Abstract

In a satellite disruption/delay-tolerant network, bundle delivery is obviously affected by time-varying parameters, i.e. bit error rate and propagation latency, due to constantly changing distance and connectivity between paired orbital nodes. The authors proposed a Markov decision-based optimisation approach for bundle size, which could efficiently improve the expected time of delivery over a dynamic two-hop inter-satellite link. In particular, a group of optimal bundle sizes are adaptively selected according to current distance-dependent channel parameters, leading to a full utilisation on intermediate node's memory. The simulation results verified the proposed method under different conditions with comparison.

Original languageEnglish
Pages (from-to)1048-1054
Number of pages7
JournalIET Communications
Volume12
Issue number9
DOIs
StatePublished - 2018
Externally publishedYes

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