Machine Learning and Intelligent Communications. Third International Conference, MLICOM 2018, Hangzhou, China, July 6-8, 2018, Proceedings

Research Article

Optimize Bundle Size in Satellite DTN Links with Markov Method

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  • @INPROCEEDINGS{10.1007/978-3-030-00557-3_51,
    author={Peiyuan Si and Weidang Lu and Zhijiang Xu and Jingyu Hua},
    title={Optimize Bundle Size in Satellite DTN Links with Markov Method},
    proceedings={Machine Learning and Intelligent Communications. Third International Conference, MLICOM 2018, Hangzhou, China, July 6-8, 2018, Proceedings},
    proceedings_a={MLICOM},
    year={2018},
    month={10},
    keywords={Disruption-tolerant networks Bundle size optimization Markov decision Inter-satellite-link},
    doi={10.1007/978-3-030-00557-3_51}
}
  • Peiyuan Si
    Weidang Lu
    Zhijiang Xu
    Jingyu Hua
    Year: 2018
    Optimize Bundle Size in Satellite DTN Links with Markov Method
    MLICOM
    Springer
    DOI: 10.1007/978-3-030-00557-3_51
Peiyuan Si1,*, Weidang Lu1,*, Zhijiang Xu1,*, Jingyu Hua1,*
  • 1: Zhejiang University of Technology
*Contact email: 490854591@qq.com, luweid@zjut.edu.cn, zyfxzj@zjut.edu.cn, eehjy@zjut.edu.cn

Abstract

Disruption-tolerant networks (DTN) are very useful in situations that links are unstable and bandwidth is precious, i.e. inter satellite links. Both distance and the size of transmitted bundles can affect the performance of network. As the distance of two satellites is predictable, we can optimize the size of bundle to achieve shorter delivery time. In this paper, we proposed a Markov method to optimize bundle size and tried to simplify the algorithm and improve its performance.

Keywords
Disruption-tolerant networks Bundle size optimization Markov decision Inter-satellite-link
Published
2018-10-12
Appears in
SpringerLink
http://dx.doi.org/10.1007/978-3-030-00557-3_51
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