A Two-Level Iterative Node Importance Evaluation of Aircraft Function Modules Based on Influence Matrix
Accurate evaluation of the critical nodes in the system is essential work for a multiplatform avionics system (MPAS) for resource allocation and other works. However, current evaluation methods are either limited to the aircraft level or the function module level. There is a lack of research on the...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Wiley
2023-01-01
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| Series: | International Journal of Aerospace Engineering |
| Online Access: | http://dx.doi.org/10.1155/2023/2316511 |
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| _version_ | 1832546594426191872 |
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| author | Chang Liu Jinyan Wang Kangxing Wang |
| author_facet | Chang Liu Jinyan Wang Kangxing Wang |
| author_sort | Chang Liu |
| collection | DOAJ |
| description | Accurate evaluation of the critical nodes in the system is essential work for a multiplatform avionics system (MPAS) for resource allocation and other works. However, current evaluation methods are either limited to the aircraft level or the function module level. There is a lack of research on the evaluation using the information of these two levels. In view of this situation, this paper researches the two-level iterative method of evaluating the importance of aircraft function modules. The influence matrix was constructed by using the node access probability calculated by the PageRank algorithm and the function module weight calculated based on centrality. In addition, the importance of aircraft nodes was used to carry out two-level iteration, and finally, the importance of aircraft function modules was obtained. The experimental results show that this method can comprehensively utilize the information on aircraft cooperative network and function module cooperative network, solve the key problems of two-level iterative evaluation, and meet the requirement of evaluating critical nodes in a system. |
| format | Article |
| id | doaj-art-43c846ec0a584a0b8c9013d46b7dfdbd |
| institution | Kabale University |
| issn | 1687-5974 |
| language | English |
| publishDate | 2023-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Aerospace Engineering |
| spelling | doaj-art-43c846ec0a584a0b8c9013d46b7dfdbd2025-02-03T06:47:47ZengWileyInternational Journal of Aerospace Engineering1687-59742023-01-01202310.1155/2023/2316511A Two-Level Iterative Node Importance Evaluation of Aircraft Function Modules Based on Influence MatrixChang Liu0Jinyan Wang1Kangxing Wang2Science and Technology on Avionics Integration LaboratoryScience and Technology on Avionics Integration LaboratoryScience and Technology on Avionics Integration LaboratoryAccurate evaluation of the critical nodes in the system is essential work for a multiplatform avionics system (MPAS) for resource allocation and other works. However, current evaluation methods are either limited to the aircraft level or the function module level. There is a lack of research on the evaluation using the information of these two levels. In view of this situation, this paper researches the two-level iterative method of evaluating the importance of aircraft function modules. The influence matrix was constructed by using the node access probability calculated by the PageRank algorithm and the function module weight calculated based on centrality. In addition, the importance of aircraft nodes was used to carry out two-level iteration, and finally, the importance of aircraft function modules was obtained. The experimental results show that this method can comprehensively utilize the information on aircraft cooperative network and function module cooperative network, solve the key problems of two-level iterative evaluation, and meet the requirement of evaluating critical nodes in a system.http://dx.doi.org/10.1155/2023/2316511 |
| spellingShingle | Chang Liu Jinyan Wang Kangxing Wang A Two-Level Iterative Node Importance Evaluation of Aircraft Function Modules Based on Influence Matrix International Journal of Aerospace Engineering |
| title | A Two-Level Iterative Node Importance Evaluation of Aircraft Function Modules Based on Influence Matrix |
| title_full | A Two-Level Iterative Node Importance Evaluation of Aircraft Function Modules Based on Influence Matrix |
| title_fullStr | A Two-Level Iterative Node Importance Evaluation of Aircraft Function Modules Based on Influence Matrix |
| title_full_unstemmed | A Two-Level Iterative Node Importance Evaluation of Aircraft Function Modules Based on Influence Matrix |
| title_short | A Two-Level Iterative Node Importance Evaluation of Aircraft Function Modules Based on Influence Matrix |
| title_sort | two level iterative node importance evaluation of aircraft function modules based on influence matrix |
| url | http://dx.doi.org/10.1155/2023/2316511 |
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