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一种基于改进蜂群算法的网络重构技术

Network Reconfiguration Technology Based on Improved Bee Colony Algorithm

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【作者】 潘成胜李金蔡睿妍杨力

【Author】 PAN Cheng-sheng;LI Jin;CAI Rui-yan;YANG Li;Communication and Networks Laboratory,Dalian University;Information Engineering Department,Dalian University;

【机构】 大连大学通信与网络实验室大连大学信息工程学院

【摘要】 空间信息网络在给定拓扑结构和资源受限的情况下,卫星节点间如何优化链路选择,重构网络拓扑结构,使得升级后的空间信息网络具有良好的抗毁性,是非常具有研究价值的问题.本文针对空间信网络拓扑重构问题,综合考虑卫星节点之间的可见性、可连通时间和可连通度等约束条件,建立了卫星网络拓扑链路模型和节点模型并提出基于改进蜂群算法的空间信息网络拓扑重构算法.仿真实验表明,该算法在资源受限的情况下,能够兼顾改善网络的有效性和抗毁性,有效延长网络的生存时间.

【Abstract】 In the case of spatial information network,given howthe topology and resources are limited,howto optimize the link selection between satellite nodes and reconstruct the network topology,so that the upgraded spatial information network has good invulnerability,which has great value of doing research. In this paper,based on the characteristics of space information network topology reconstruction,considering the constraints of satellite nodes,such as visibility,connectable time and connectivity,a satellite network topology links and nodes model are established and an improved space information network topology reconstruction algorithm based on Artificial Bee Colony algorithm is proposed. The simulation results showthat the algorithm can effectively improve the network topology and prolong the service life of the satellite network while improving the anti-destruction and transmission capability of the satellite network under the condition of limited satellite network resources.

【基金】 国家自然科学基金项目(61722105)资助;领域基金重点项目(61400020101)资助
  • 【文献出处】 小型微型计算机系统 ,Journal of Chinese Computer Systems , 编辑部邮箱 ,2020年01期
  • 【分类号】TP18;TN927.2
  • 【被引频次】3
  • 【下载频次】276
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