Network Selection Algorithm Based on Stable Matching Game in Vehicular Heterogeneous Network
A gaming method of vehicular heterogeneous network selection was proposed, to solve the network access problem of vehicles in heterogeneous network coverage. Based on the concepts of stable matching in two-sided matching game, stable matching of network selection was obtained through the mutual sele...
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2015-09-01
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| Series: | Dianxin kexue |
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| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2015233/ |
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| author | Rui Zhang Jing Hu Weiwei Xia |
| author_facet | Rui Zhang Jing Hu Weiwei Xia |
| author_sort | Rui Zhang |
| collection | DOAJ |
| description | A gaming method of vehicular heterogeneous network selection was proposed, to solve the network access problem of vehicles in heterogeneous network coverage. Based on the concepts of stable matching in two-sided matching game, stable matching of network selection was obtained through the mutual selection between users and networks. Firstly, the corresponding weights were calculated by using AHP to obtain the satisfaction function, then, one-to-many two-sided matching problem was converted into one-to-one two-sided matching problem, and optimal matching results could be obtained by constructing the multi-objective optimization model under the condition of stable matching. The performance analysis and simulation results show that the proposed model based on stable matching optimizes the satisfaction degree of both the network and user sides, and thus the equilibrium state of two way network selection was obtained,compared to the traditional selection-making model. |
| format | Article |
| id | doaj-art-28367889afb24e78aa2bbd7ac8e334f6 |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2015-09-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-28367889afb24e78aa2bbd7ac8e334f62025-01-15T03:16:35ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012015-09-0131515959613513Network Selection Algorithm Based on Stable Matching Game in Vehicular Heterogeneous NetworkRui ZhangJing HuWeiwei XiaA gaming method of vehicular heterogeneous network selection was proposed, to solve the network access problem of vehicles in heterogeneous network coverage. Based on the concepts of stable matching in two-sided matching game, stable matching of network selection was obtained through the mutual selection between users and networks. Firstly, the corresponding weights were calculated by using AHP to obtain the satisfaction function, then, one-to-many two-sided matching problem was converted into one-to-one two-sided matching problem, and optimal matching results could be obtained by constructing the multi-objective optimization model under the condition of stable matching. The performance analysis and simulation results show that the proposed model based on stable matching optimizes the satisfaction degree of both the network and user sides, and thus the equilibrium state of two way network selection was obtained,compared to the traditional selection-making model.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2015233/heterogeneous networkstable matchinganalytic hierarchy processsatisfaction degreenetwork selection |
| spellingShingle | Rui Zhang Jing Hu Weiwei Xia Network Selection Algorithm Based on Stable Matching Game in Vehicular Heterogeneous Network Dianxin kexue heterogeneous network stable matching analytic hierarchy process satisfaction degree network selection |
| title | Network Selection Algorithm Based on Stable Matching Game in Vehicular Heterogeneous Network |
| title_full | Network Selection Algorithm Based on Stable Matching Game in Vehicular Heterogeneous Network |
| title_fullStr | Network Selection Algorithm Based on Stable Matching Game in Vehicular Heterogeneous Network |
| title_full_unstemmed | Network Selection Algorithm Based on Stable Matching Game in Vehicular Heterogeneous Network |
| title_short | Network Selection Algorithm Based on Stable Matching Game in Vehicular Heterogeneous Network |
| title_sort | network selection algorithm based on stable matching game in vehicular heterogeneous network |
| topic | heterogeneous network stable matching analytic hierarchy process satisfaction degree network selection |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2015233/ |
| work_keys_str_mv | AT ruizhang networkselectionalgorithmbasedonstablematchinggameinvehicularheterogeneousnetwork AT jinghu networkselectionalgorithmbasedonstablematchinggameinvehicularheterogeneousnetwork AT weiweixia networkselectionalgorithmbasedonstablematchinggameinvehicularheterogeneousnetwork |