Ant colony optimisation for the routing problem in the constellation network with node satellite constraint

被引:11
|
作者
Li, Jing [1 ]
Ke, Liangjun [2 ]
Ye, Gangqiang [1 ]
Zhang, Tianjiao [3 ]
机构
[1] Xian Satellite Control Ctr, State Key Lab Astronaut Dynam, Xian 710043, Shaanxi, Peoples R China
[2] Xi An Jiao Tong Univ, State Key Lab Mfg Syst Engn, Xian 710049, Shaanxi, Peoples R China
[3] Xi An Jiao Tong Univ, Dept Elect & Engn, Xian 710043, Shaanxi, Peoples R China
关键词
satellite network; inter-satellite links; ISLs; routing; network management; node satellite; ALGORITHM;
D O I
10.1504/IJBIC.2017.087919
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In the field of satellite communication, there is a trend towards interconnecting satellites into a heterogeneous network. Inter-satellite links (ISLs) are used to transmit satellite management data, such as telemetry and telecommand data, as well as application data. The ground stations act as a management entity, which are connected with node satellites. This paper considers a routing problem with the aim of combining the satellite network with ground station management network to make integrated planning under the node satellite constraint. Based on the characteristic of the routing problem, ant colony optimisation is adopted to solve it. Two solution construction methods, i.e., the sequential method and concurrent method, are proposed. Experimental results on real data show that the concurrent ACO algorithm is better, and it can provide better data transmitting bandwidth of ISLs and save ground station management resources, which makes the algorithm suitable for real requirements.
引用
收藏
页码:267 / 274
页数:8
相关论文
共 50 条
  • [1] Network routing algorithm of middle and high orbit satellite constellation based on ant colony algorithm
    Chen Jianyun
    Liu Sili
    Zhang Yonggang
    PROCEEDINGS OF 2019 14TH IEEE INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT & INSTRUMENTS (ICEMI), 2019, : 1476 - 1481
  • [2] Solving a Vehicle Routing Problem with Ant Colony Optimisation and Stochastic Ranking
    Haemmerle, Alexander
    Ankerl, Martin
    COMPUTER AIDED SYSTEMS THEORY, PT 1, 2013, 8111 : 259 - 266
  • [3] Optimisation and application research of ant colony algorithm in vehicle routing problem
    Niu, Lede
    Xiong, Liran
    INTERNATIONAL JOURNAL OF COMPUTING SCIENCE AND MATHEMATICS, 2021, 13 (02) : 177 - 193
  • [4] Optimization of network routing ant colony algorithm based on feedback constraint
    Liu, Li-jun
    WIRELESS COMMUNICATION AND SENSOR NETWORK, 2016, : 590 - 597
  • [5] A Routing Algorithm Satisfied Ground Station Distribution Constraint for Satellite Constellation Network
    Li, Jing
    Ye, Gang-qiang
    Zhang, Jiang
    Zhang, Tian-jiao
    Ke, Liang-jun
    2015 SCIENCE AND INFORMATION CONFERENCE (SAI), 2015, : 997 - 1002
  • [6] An improved ant colony optimization for the communication network routing problem
    Zhao, Dongming
    Luo, Liang
    Zhang, Kai
    MATHEMATICAL AND COMPUTER MODELLING, 2010, 52 (11-12) : 1976 - 1981
  • [7] ANT COLONY OPTIMISATION MODEL FOR VEHICLE ROUTING PROBLEM WITH SIMULTANEOUS PICKUP AND DELIVERY
    Scanlon, Robin
    Wang, Qing
    Wang, Jie
    PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, 2016, VOL 4, 2016,
  • [8] An improved Ant colony optimization for communication network routing problem
    Zhao, Dongming
    Luo, Liang
    Zhang, Kai
    2009 FOURTH INTERNATIONAL CONFERENCE ON BIO-INSPIRED COMPUTING: THEORIES AND APPLICATIONS, PROCEEDINGS, 2009, : 363 - +
  • [9] Adaptive Ant Colony Optimization With Node Clustering for the Multidepot Vehicle Routing Problem
    Stodola, Petr
    Nohel, Jan
    IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2023, 27 (06) : 1866 - 1880
  • [10] Improved ant colony optimisation for the dynamic multi-depot vehicle routing problem
    Yu, Bin
    Ma, Ning
    Cai, Wanjun
    Li, Ting
    Yuan, Xiaoting
    Yao, Baozhen
    INTERNATIONAL JOURNAL OF LOGISTICS-RESEARCH AND APPLICATIONS, 2013, 16 (02) : 144 - 157