A Centrality Based Random Walk Approach for Topology Formation in Networks

被引:0
|
作者
Simi, S. [1 ]
Sherin, A. [1 ]
机构
[1] Amrita Univ, Amritapuri Amrita Vishwa Vidyapeetham, Amrita Sch Engn, Dept Comp Sci & Engn, Coimbatore, Tamil Nadu, India
关键词
Topology; random walk; wireless networks;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Wireless network topology is highly dynamic and effective computation of topology plays a major role in improving network performance. Random walk based approaches are very useful to find packet delivery subgraphs in such networks. This paper proposes a novel random walk strategy based on centrality of the nodes to compute the topology. To improve the speed of computation, proposed a parallel random walk in which agents computes partial paths and stitches it to obtain the complete topology of communication. The results shows that the proposed approaches can find the topology with lesser path lengths compared to other random walk approaches.
引用
收藏
页码:1468 / 1472
页数:5
相关论文
共 50 条
  • [1] Random walk centrality for temporal networks
    Rocha, Luis E. C.
    Masuda, Naoki
    NEW JOURNAL OF PHYSICS, 2014, 16
  • [2] Estimating random walk centrality in networks
    Johnson, Brad C.
    Kirkland, Steve
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2019, 138 : 190 - 200
  • [3] Non-Backtracking Centrality Based Random Walk on Networks
    Lin, Yuan
    Zhang, Zhongzhi
    COMPUTER JOURNAL, 2019, 62 (01): : 63 - 80
  • [4] Non-backtracking centrality based random walk on networks
    Lin, Yuan
    Zhang, Zhongzhi
    Computer Journal, 2019, 62 (01): : 63 - 80
  • [5] Random walk centrality in interconnected multilayer networks
    Sole-Ribalta, Albert
    De Domenico, Manlio
    Gomez, Sergio
    Arenas, Alex
    PHYSICA D-NONLINEAR PHENOMENA, 2016, 323 : 73 - 79
  • [6] Random Walk Decay Centrality
    Was, Tomasz
    Rahwan, Talal
    Skibski, Oskar
    THIRTY-THIRD AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FIRST INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / NINTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2019, : 2197 - 2204
  • [7] CLASSICAL AND QUANTUM RANDOM-WALK CENTRALITY MEASURES IN MULTILAYER NETWORKS
    Boettcher, Lucas
    Porter, Mason A.
    SIAM JOURNAL ON APPLIED MATHEMATICS, 2021, 81 (06) : 2704 - 2724
  • [8] A new centrality measure in dense networks based on two-way random walk betweenness
    Curado, Manuel
    Rodriguez, Rocio
    Tortosa, Leandro
    Vicent, Jose F.
    APPLIED MATHEMATICS AND COMPUTATION, 2022, 412
  • [9] ERRATUM: CLASSICAL AND QUANTUM RANDOM-WALK CENTRALITY MEASURES IN MULTILAYER NETWORKS*
    Boettcher, Lucas
    Porter, Mason A.
    SIAM JOURNAL ON APPLIED MATHEMATICS, 2023, 83 (01) : 327 - 328
  • [10] Pattern formation on networks with reactions: A continuous-time random-walk approach
    Angstmann, C. N.
    Donnelly, I. C.
    Henry, B. I.
    PHYSICAL REVIEW E, 2013, 87 (03):