Research on Radio Network Intelligent Frequency Selection Technology Based on an Adaptive Genetic Algorithm
In order to solve the problem of selecting frequency more and more difficultly for radio network,an intelligent frequency selection technology based on an adaptive genetic algorithm was proposed.Frequencies were selected for whole radio network from the perspective of intelligent optimization.On the...
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2015-03-01
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| Series: | Dianxin kexue |
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| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2015056/ |
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| _version_ | 1841529496078909440 |
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| author | Wenjun Wang |
| author_facet | Wenjun Wang |
| author_sort | Wenjun Wang |
| collection | DOAJ |
| description | In order to solve the problem of selecting frequency more and more difficultly for radio network,an intelligent frequency selection technology based on an adaptive genetic algorithm was proposed.Frequencies were selected for whole radio network from the perspective of intelligent optimization.On the basis of the standard genetic algorithm,this novel method improved genetic operators,and the preservation of the optimal individual algorithm to ensure the diversity of the population was introduced.Therefore,the arithmetic which did well in avoiding some deficiencies of the traditional frequency selection algorithm prevented local optimization and ran into overall optimization ultimately.Theoretical analysis and simulation results show that the new algorithm in solving the problem of frequency selection for large-scale network has higher efficiency and precision than the traditional algorithm,and stability is significantly enhanced. |
| format | Article |
| id | doaj-art-1a7d0065a9014e838f774688b14cbf98 |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2015-03-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-1a7d0065a9014e838f774688b14cbf982025-01-15T03:17:24ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012015-03-0131616659615722Research on Radio Network Intelligent Frequency Selection Technology Based on an Adaptive Genetic AlgorithmWenjun WangIn order to solve the problem of selecting frequency more and more difficultly for radio network,an intelligent frequency selection technology based on an adaptive genetic algorithm was proposed.Frequencies were selected for whole radio network from the perspective of intelligent optimization.On the basis of the standard genetic algorithm,this novel method improved genetic operators,and the preservation of the optimal individual algorithm to ensure the diversity of the population was introduced.Therefore,the arithmetic which did well in avoiding some deficiencies of the traditional frequency selection algorithm prevented local optimization and ran into overall optimization ultimately.Theoretical analysis and simulation results show that the new algorithm in solving the problem of frequency selection for large-scale network has higher efficiency and precision than the traditional algorithm,and stability is significantly enhanced.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2015056/intelligent frequency selectiongenetic algorithmpopulationadaptive |
| spellingShingle | Wenjun Wang Research on Radio Network Intelligent Frequency Selection Technology Based on an Adaptive Genetic Algorithm Dianxin kexue intelligent frequency selection genetic algorithm population adaptive |
| title | Research on Radio Network Intelligent Frequency Selection Technology Based on an Adaptive Genetic Algorithm |
| title_full | Research on Radio Network Intelligent Frequency Selection Technology Based on an Adaptive Genetic Algorithm |
| title_fullStr | Research on Radio Network Intelligent Frequency Selection Technology Based on an Adaptive Genetic Algorithm |
| title_full_unstemmed | Research on Radio Network Intelligent Frequency Selection Technology Based on an Adaptive Genetic Algorithm |
| title_short | Research on Radio Network Intelligent Frequency Selection Technology Based on an Adaptive Genetic Algorithm |
| title_sort | research on radio network intelligent frequency selection technology based on an adaptive genetic algorithm |
| topic | intelligent frequency selection genetic algorithm population adaptive |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2015056/ |
| work_keys_str_mv | AT wenjunwang researchonradionetworkintelligentfrequencyselectiontechnologybasedonanadaptivegeneticalgorithm |