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作者:

Xu, Xiaobin (Xu, Xiaobin.) | Zhao, Hui (Zhao, Hui.) | Liu, Chang (Liu, Chang.) | Wang, Qi (Wang, Qi.) | Wang, Shangguang (Wang, Shangguang.)

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EI Scopus SCIE

摘要:

Remote sensing is one of the main applications of satellite communication. With limited communication time between low earth orbit (LEO) sensing satellites and the ground, geostationary orbit (GEO) satellite relaying has become an effective solution. In practical applications, one GEO communication satellite usually needs to provide data forwarding services for multiple satellites or even multiple satellite constellations. Therefore, communication resource management of GEO satellites has become crucial. Existing methods only focus on resource allocation without taking data forwarding task scheduling into consideration, which limits their applicability in real-time applications. In this paper, we propose a real-time resource management approach for GEO relaying, aiming to maximize network throughputs as well as to reduce transmission delays. In this approach, resource allocation is modeled as a Stackelberg game while task scheduling is modeled as a real-time queuing problem. Furthermore, we propose two real-time algorithms, including an adaptive gradient descent method to find optimal price for data forwarding services with low computational complexity, and a queue-jumping algorithm for data forwarding scheduling to minimize transmission delays. With comparison with existing methods, simulations verify the effectiveness of our proposed method with respect to convergence speed of the algorithm, network throughputs, and transmission delays.

关键词:

Remote sensing GEO relay Resource management Data forwarding

作者机构:

  • [ 1 ] [Xu, Xiaobin]Beijing Univ Technol, Fac Informat Technol, Beijing, Peoples R China
  • [ 2 ] [Zhao, Hui]Beijing Univ Technol, Fac Informat Technol, Beijing, Peoples R China
  • [ 3 ] [Wang, Qi]Beijing Univ Technol, Fac Informat Technol, Beijing, Peoples R China
  • [ 4 ] [Liu, Chang]Guangdong Univ Technol, Sch Informat Engn, Guangzhou, Peoples R China
  • [ 5 ] [Wang, Shangguang]Beijing Univ Posts & Telecommun, State Key Lab Networking & Switching Technol, Beijing, Peoples R China

通讯作者信息:

  • [Liu, Chang]Guangdong Univ Technol, Sch Informat Engn, Guangzhou, Peoples R China

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来源 :

PEER-TO-PEER NETWORKING AND APPLICATIONS

ISSN: 1936-6442

年份: 2021

期: 5

卷: 14

页码: 3333-3348

4 . 2 0 0

JCR@2022

ESI学科: COMPUTER SCIENCE;

ESI高被引阀值:87

JCR分区:2

被引次数:

WoS核心集被引频次: 4

SCOPUS被引频次: 7

ESI高被引论文在榜: 0 展开所有

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