Multicast routing protocol for MANETs based on fuzzy logic
In order to solve the unstable routing problem of multicast routing caused by insufficient energy, a multicast routing protocol based on fuzzy logic is proposed. This protocol firstly establishes a multicast mesh and then uses fuzzy logic to select the multicast routes. In the multicast routing sele...
| Main Authors: | , |
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| Format: | Article |
| Language: | zho |
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National Computer System Engineering Research Institute of China
2018-09-01
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| Series: | Dianzi Jishu Yingyong |
| Subjects: | |
| Online Access: | http://www.chinaaet.com/article/3000090742 |
| _version_ | 1819041662121279488 |
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| author | Yang Hongpei Liu Ping |
| author_facet | Yang Hongpei Liu Ping |
| author_sort | Yang Hongpei |
| collection | DOAJ |
| description | In order to solve the unstable routing problem of multicast routing caused by insufficient energy, a multicast routing protocol based on fuzzy logic is proposed. This protocol firstly establishes a multicast mesh and then uses fuzzy logic to select the multicast routes. In the multicast routing selection stage, two parameters of energy and distance of the nodes are used as the basis for route evaluation. Fuzzy logic is used to establish the fuzzy relation between energy and distance of nodes and route quality. The Gaussian membership function is used to execute fuzzification of input parameters. The centroid method is used to execute defuzzification of output parameter, which is used for select best multicast routes. The simulation results show that, compared with the existing multicast routing protocols, this protocol has higher packet delivery rate and lower end-to-end average delay. |
| first_indexed | 2024-12-21T09:28:33Z |
| format | Article |
| id | doaj.art-6e9249a945034128a30ec3d41aba2e03 |
| institution | Directory Open Access Journal |
| issn | 0258-7998 |
| language | zho |
| last_indexed | 2024-12-21T09:28:33Z |
| publishDate | 2018-09-01 |
| publisher | National Computer System Engineering Research Institute of China |
| record_format | Article |
| series | Dianzi Jishu Yingyong |
| spelling | doaj.art-6e9249a945034128a30ec3d41aba2e032022-12-21T19:08:49ZzhoNational Computer System Engineering Research Institute of ChinaDianzi Jishu Yingyong0258-79982018-09-0144911211510.16157/j.issn.0258-7998.1800083000090742Multicast routing protocol for MANETs based on fuzzy logicYang Hongpei0Liu Ping1Department of Information Engineering，Xuchang Electric Career Academy，Xuchang 461000，ChinaSchool of Computer and Information Engineering，Henan Normal University，Xinxiang 453000，ChinaIn order to solve the unstable routing problem of multicast routing caused by insufficient energy, a multicast routing protocol based on fuzzy logic is proposed. This protocol firstly establishes a multicast mesh and then uses fuzzy logic to select the multicast routes. In the multicast routing selection stage, two parameters of energy and distance of the nodes are used as the basis for route evaluation. Fuzzy logic is used to establish the fuzzy relation between energy and distance of nodes and route quality. The Gaussian membership function is used to execute fuzzification of input parameters. The centroid method is used to execute defuzzification of output parameter, which is used for select best multicast routes. The simulation results show that, compared with the existing multicast routing protocols, this protocol has higher packet delivery rate and lower end-to-end average delay.http://www.chinaaet.com/article/3000090742multicast routingmobile ad hoc networksfuzzy logicfuzzy inferenceGaussian membership function |
| spellingShingle | Yang Hongpei Liu Ping Multicast routing protocol for MANETs based on fuzzy logic Dianzi Jishu Yingyong multicast routing mobile ad hoc networks fuzzy logic fuzzy inference Gaussian membership function |
| title | Multicast routing protocol for MANETs based on fuzzy logic |
| title_full | Multicast routing protocol for MANETs based on fuzzy logic |
| title_fullStr | Multicast routing protocol for MANETs based on fuzzy logic |
| title_full_unstemmed | Multicast routing protocol for MANETs based on fuzzy logic |
| title_short | Multicast routing protocol for MANETs based on fuzzy logic |
| title_sort | multicast routing protocol for manets based on fuzzy logic |
| topic | multicast routing mobile ad hoc networks fuzzy logic fuzzy inference Gaussian membership function |
| url | http://www.chinaaet.com/article/3000090742 |
| work_keys_str_mv | AT yanghongpei multicastroutingprotocolformanetsbasedonfuzzylogic AT liuping multicastroutingprotocolformanetsbasedonfuzzylogic |