On Emptying Small Satellite Networks with In-Network Data Aggregation

被引:0
|
作者
Wang, Luyao [1 ]
Chin, Kw-Wu [2 ]
机构
[1] Beijing Univ Technol, Beijing Adv Innovat Ctr Future Internet Technol, Beijing, Peoples R China
[2] Univ Wollongong, Sch Elect Comp & Telecommun Engn, Wollongong, NSW, Australia
关键词
COMMUNICATION;
D O I
暂无
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Recently, small satellites have attracted much attention in both academia and industry. These satellites can form a swarm and communicate via Inter-Satellite Links (ISLs) and help each other download data to one or more Ground Stations (GSs). A key challenge is that each satellite has a short contact period with different GSs over time. Henceforth, this paper considers the following objective: minimize the download time of a given amount of data from each satellite to ground stations. The main challenging issues are that satellites have different energy and buffer constraints. We model the problem as a Mixed Integer Linear Program (MILP). Its objective is to minimize the total number of time slots taken to download a,fixed amount of data from each satellite. Its key decision variables relate to (i) muting, (ii) link scheduling, and (iii) data aggregation rate in each time slot. Our results show that in network data aggregation is able to significantly reduce the total download time by 52% to 84% when. the data aggregation rate is between 10% to 50%.
引用
收藏
页码:353 / 360
页数:8
相关论文
共 50 条
  • [41] InDP: In-Network Data Processing for Wireless Sensor Networks
    William, Ebram Kamal
    Chan, Mun Choon
    [J]. 2019 16TH ANNUAL IEEE INTERNATIONAL CONFERENCE ON SENSING, COMMUNICATION, AND NETWORKING (SECON), 2019,
  • [42] Energy Efficient In-Network Aggregation Algorithms in Wireless Sensor Networks: A Survey
    Ennajari, Hafsa
    Ben Maissa, Yann
    Mouline, Salma
    [J]. ADVANCES IN UBIQUITOUS NETWORKING 2, 2017, 397 : 135 - 148
  • [43] Anomaly Detection Based Secure In-Network Aggregation for Wireless Sensor Networks
    Sun, Bo
    Shan, Xuemei
    Wu, Kui
    Xiao, Yang
    [J]. IEEE SYSTEMS JOURNAL, 2013, 7 (01): : 13 - 25
  • [44] In-network data acquisition and replication in mobile sensor networks
    Andreou, Panayiotis
    Zeinalipour-Yazti, Demetrios
    Chrysanthis, Panos K.
    Samaras, George
    [J]. DISTRIBUTED AND PARALLEL DATABASES, 2011, 29 (1-2) : 87 - 112
  • [45] Local data protection for in-network processing in sensor networks
    Ouyang, Y
    Le, ZY
    Ford, J
    Makedon, F
    [J]. INTERNATIONAL CONFERENCE ON PERVASIVE SERVICES 2005, PROCEEDINGS, 2005, : 69 - 78
  • [46] In-network data acquisition and replication in mobile sensor networks
    Panayiotis Andreou
    Demetrios Zeinalipour-Yazti
    Panos K. Chrysanthis
    George Samaras
    [J]. Distributed and Parallel Databases, 2011, 29 : 87 - 112
  • [47] An in-network data cleaning approach for wireless sensor networks
    Lei, Jianjun
    Bi, Haiyang
    Xia, Ying
    Huang, Jun
    Bae, Haeyoung
    [J]. INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2016, 22 (04): : 599 - 604
  • [48] In-network Data Aggregation Route Strategy Based on Energy Balance in WSNs
    Zhang, Bin
    Guo, Wenzhong
    Chen, Guolong
    Li, Jie
    [J]. 2013 11TH INTERNATIONAL SYMPOSIUM ON MODELING & OPTIMIZATION IN MOBILE, AD HOC & WIRELESS NETWORKS (WIOPT), 2013, : 540 - 547
  • [49] Press the Cancel Button! A Performance Evaluation of Scalable In-Network Data Aggregation
    Macbeth, Jamie
    Sarrafzadeh, Majid
    [J]. 2009 INTERNATIONAL CONFERENCE ON INFORMATION AND MULTIMEDIA TECHNOLOGY, PROCEEDINGS, 2009, : 449 - 457
  • [50] In-Network Data Aggregation for Ad Hoc Clustered Cognitive Radio Wireless Sensor Network
    Mortada, Mohamad Rida
    Nasser, Abbass
    Mansour, Ali
    Yao, Koffi-Clement
    [J]. SENSORS, 2021, 21 (20)