Statistical Analysis of the Properties of Geometric Network with Node Mobility
Fuente:
arXiv
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| Autores principales: | , , |
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| Formato: | Preprint |
| Publicado: |
2024
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| _version_ | 1866911968858734592 |
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| author | Arquam, Md. Tiwari, Utkarsh Kumari, Suchi |
| author_facet | Arquam, Md. Tiwari, Utkarsh Kumari, Suchi |
| contents | The movement changes the underlying spatial representation of the participated mobile objects or nodes. In real world scenario, such mobile nodes can be part of any biological network, transportation network, social network, human interaction, etc. The change in the geometry leads to the change in various desirable properties of real-world networks especially in human interaction networks. In real life, human movement is concerned for better lifestyle where they form their new connections due to the geographical changes. Therefore, in this paper, we design a model for geometric networks with mobile nodes (GNMN) and conduct a comprehensive statistical analysis of their properties. We analyze the effect of node mobility by evaluating key network metrics such as connectivity, node degree distribution, second hop neighbors, and centrality measures. Through extensive simulations, we observe significant variations in the behavior of geometric networks with mobile nodes. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2407_18546 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Statistical Analysis of the Properties of Geometric Network with Node Mobility Arquam, Md. Tiwari, Utkarsh Kumari, Suchi Social and Information Networks Physics and Society The movement changes the underlying spatial representation of the participated mobile objects or nodes. In real world scenario, such mobile nodes can be part of any biological network, transportation network, social network, human interaction, etc. The change in the geometry leads to the change in various desirable properties of real-world networks especially in human interaction networks. In real life, human movement is concerned for better lifestyle where they form their new connections due to the geographical changes. Therefore, in this paper, we design a model for geometric networks with mobile nodes (GNMN) and conduct a comprehensive statistical analysis of their properties. We analyze the effect of node mobility by evaluating key network metrics such as connectivity, node degree distribution, second hop neighbors, and centrality measures. Through extensive simulations, we observe significant variations in the behavior of geometric networks with mobile nodes. |
| title | Statistical Analysis of the Properties of Geometric Network with Node Mobility |
| topic | Social and Information Networks Physics and Society |
| url | https://arxiv.org/abs/2407.18546 |