Node Importance Measurement Method in Heterogeneous Information Satellite Network
In satellite network, different nodes have different effects on network connectivity and throughput.In order to avoid network communication disturbances caused by the failure of key nodes in the satellite network, network planning can be carried out in advance by measuring the importance of satellit...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | zho |
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Post&Telecom Press Co.,LTD
2022-06-01
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| Series: | 天地一体化信息网络 |
| Subjects: | |
| Online Access: | http://www.j-sigin.com.cn/zh/article/doi/10.11959/j.issn.2096-8930.2022021/ |
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| _version_ | 1841533985571733504 |
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| author | Jingling Li Jun Li Wei Liang Tao Cui Yi Zhang |
| author_facet | Jingling Li Jun Li Wei Liang Tao Cui Yi Zhang |
| author_sort | Jingling Li |
| collection | DOAJ |
| description | In satellite network, different nodes have different effects on network connectivity and throughput.In order to avoid network communication disturbances caused by the failure of key nodes in the satellite network, network planning can be carried out in advance by measuring the importance of satellite network nodes.According to the characteristics of satellite network information heterogeneity, satellite virtual nodes and virtual sub-layers were defined, and the satellite multi-layer heterogeneous information correlation network model was proposed.The normalized degree, normalized node betweenness and virtual node correlation factor of virtual nodes were defi ned, and the network node importance calculation function was proposed through the defined parameters, which could accurately measured the node importance in the satellite multi-layer heterogeneous information network.Based on typical examples, the network connectivity and throughput indicators were analyzed.The results showed that the proposed algorithm was better than the classical graph theory algorithm, which could comprehensively considered the impact of data information on the importance of network nodes, and more accurately described the connectivity index of satellite multi-layer heterogeneous information networks. |
| format | Article |
| id | doaj-art-5616ffe68e764236a78bdd06c22e1eca |
| institution | Kabale University |
| issn | 2096-8930 |
| language | zho |
| publishDate | 2022-06-01 |
| publisher | Post&Telecom Press Co.,LTD |
| record_format | Article |
| series | 天地一体化信息网络 |
| spelling | doaj-art-5616ffe68e764236a78bdd06c22e1eca2025-01-15T02:48:03ZzhoPost&Telecom Press Co.,LTD天地一体化信息网络2096-89302022-06-013566259530449Node Importance Measurement Method in Heterogeneous Information Satellite NetworkJingling LiJun LiWei LiangTao CuiYi ZhangIn satellite network, different nodes have different effects on network connectivity and throughput.In order to avoid network communication disturbances caused by the failure of key nodes in the satellite network, network planning can be carried out in advance by measuring the importance of satellite network nodes.According to the characteristics of satellite network information heterogeneity, satellite virtual nodes and virtual sub-layers were defined, and the satellite multi-layer heterogeneous information correlation network model was proposed.The normalized degree, normalized node betweenness and virtual node correlation factor of virtual nodes were defi ned, and the network node importance calculation function was proposed through the defined parameters, which could accurately measured the node importance in the satellite multi-layer heterogeneous information network.Based on typical examples, the network connectivity and throughput indicators were analyzed.The results showed that the proposed algorithm was better than the classical graph theory algorithm, which could comprehensively considered the impact of data information on the importance of network nodes, and more accurately described the connectivity index of satellite multi-layer heterogeneous information networks.http://www.j-sigin.com.cn/zh/article/doi/10.11959/j.issn.2096-8930.2022021/satellite networkheterogeneous informationnote importancenetwork connectivity |
| spellingShingle | Jingling Li Jun Li Wei Liang Tao Cui Yi Zhang Node Importance Measurement Method in Heterogeneous Information Satellite Network 天地一体化信息网络 satellite network heterogeneous information note importance network connectivity |
| title | Node Importance Measurement Method in Heterogeneous Information Satellite Network |
| title_full | Node Importance Measurement Method in Heterogeneous Information Satellite Network |
| title_fullStr | Node Importance Measurement Method in Heterogeneous Information Satellite Network |
| title_full_unstemmed | Node Importance Measurement Method in Heterogeneous Information Satellite Network |
| title_short | Node Importance Measurement Method in Heterogeneous Information Satellite Network |
| title_sort | node importance measurement method in heterogeneous information satellite network |
| topic | satellite network heterogeneous information note importance network connectivity |
| url | http://www.j-sigin.com.cn/zh/article/doi/10.11959/j.issn.2096-8930.2022021/ |
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