Collaborative Data Offloading for Earth Observation Satellite Networks

被引:7
|
作者
He, Lijun [1 ,2 ]
Guo, Kun [3 ]
Gan, Hongping [1 ,2 ]
Wang, Li [1 ]
机构
[1] Northwestern Polytech Univ, Sch Software, Xian 710072, Shaanxi, Peoples R China
[2] NPU, Yangtze River Delta Res Inst, Taicang 215400, Jiangsu, Peoples R China
[3] East China Normal Univ, Sch Commun & Elect Engn, Shanghai 200241, Peoples R China
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
Task analysis; Satellites; Collaboration; Earth; Data models; Satellite antennas; Windows; Collaborative data offloading; task flow graph; integer linear programming;
D O I
10.1109/LCOMM.2022.3151657
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
We study the collaborative data offloading problem for earth observation satellite networks (EOSNs) that allows light-loaded satellites to assist heavily-loaded ones to offload earth observation data. First, we propose a task flow graph (TFG) to depict the collaborative data offloading procedure. Based on the proposed TFG, we formulate the studied problem as integer linear programming (ILP) to maximize the weighted sum of successfully offloaded tasks. Then, we leverage the underlying structure of ILP to propose a fast yet efficient algorithm. Finally, our simulation results demonstrate that collaborative data offloading can significantly improve the performance of the EOSNs.
引用
收藏
页码:1116 / 1120
页数:5
相关论文
共 50 条
  • [1] Load-Balanced Collaborative Offloading for LEO Satellite Networks
    He, Peng
    Hu, Jiaojiao
    Fan, Xinyue
    Wu, Dapeng
    Wang, Ruyan
    Cui, Yaping
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2023, 10 (21) : 19075 - 19086
  • [2] Joint Scheduling of Observation and Transmission in Earth Observation Satellite Networks
    Wang, Yu
    Sheng, Min
    Zhuang, Weihua
    Zhang, Shan
    Zhang, Ning
    Li, Jiandong
    [J]. GLOBECOM 2017 - 2017 IEEE GLOBAL COMMUNICATIONS CONFERENCE, 2017,
  • [3] Open data policies and satellite Earth observation
    Harris, Ray
    Baumann, Ingo
    [J]. SPACE POLICY, 2015, 32 : 44 - 53
  • [4] Satellite Earth Observation and National Data Regulation
    Harris, Ray
    Baumann, Ingo
    [J]. SPACE POLICY, 2021, 56
  • [5] Intelligent Online Offloading and Resource Allocation for HAP Drones and Satellite Collaborative Networks
    Gao, Cheng
    Bian, Xilin
    Hu, Bo
    Chen, Shanzhi
    Wang, Heng
    [J]. DRONES, 2024, 8 (06)
  • [6] Satellite-UAV-MEC Collaborative Architecture for Task Offloading in Vehicular Networks
    Chao, Yu-Hsiang
    Chung, Chi-Hsun
    Hsu, Chih-Ho
    Chiang, Yao
    Wei, Hung-Yu
    Chou, Chun-Ting
    [J]. 2020 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), 2020,
  • [7] Optimal Satellite Data Downloading to Multiple ESs by ISL Offloading in LEO Satellite Networks
    Wu, Longying
    Yang, Liwei
    Huang, Hejiao
    Jia, Xiaohua
    [J]. 2019 15TH INTERNATIONAL CONFERENCE ON MOBILE AD-HOC AND SENSOR NETWORKS (MSN 2019), 2019, : 188 - 193
  • [8] Optimal Data Downloading by Using Inter-Satellite Offloading in LEO Satellite Networks
    Lv, Tao
    Liu, Wenqiang
    Huang, Hejiao
    Jia, Xiaohua
    [J]. 2016 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2016,
  • [9] Earth observation satellite data receiving, processing system and data sharing
    Guo, Huadong
    Liu, Jianbo
    Li, An
    Zhang, Jianguo
    [J]. INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2012, 5 (03) : 241 - 250
  • [10] From Earth Observation Satellite to Earth Observation Brain
    Li D.
    Wang M.
    Shen X.
    Dong Z.
    [J]. 1600, Editorial Board of Medical Journal of Wuhan University (42): : 143 - 149