Immune algorithm-based base station location optimization in the TD-SCDMA network
According to the defects of the existing 3G base station location optimization algorithms and the characteris-tics of the TD-SCDMA network, an optimization program was proposed for TD-SCDMA network base station location based on immune algorithm. A mathematical model of base station location was est...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2014-05-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2014.05.006/ |
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| _version_ | 1841539715922132992 |
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| author | Ying-jie ZHANG Ci-ping MAO Yun-xiao ZU Xian-you SUN |
| author_facet | Ying-jie ZHANG Ci-ping MAO Yun-xiao ZU Xian-you SUN |
| author_sort | Ying-jie ZHANG |
| collection | DOAJ |
| description | According to the defects of the existing 3G base station location optimization algorithms and the characteris-tics of the TD-SCDMA network, an optimization program was proposed for TD-SCDMA network base station location based on immune algorithm. A mathematical model of base station location was established. A population initialization program based on opposition-based learning and an elite crossover strategy were also designed, and the immune optimi-zation algorithm framework was presented. The experiments' result shows that the algorithm cannot only get higher net-work coverage with a relatively smaller consideration, but also have better convergence. |
| format | Article |
| id | doaj-art-29a73ddad57b46708c94211133c21937 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2014-05-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-29a73ddad57b46708c94211133c219372025-01-14T06:43:17ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2014-05-0135444859681288Immune algorithm-based base station location optimization in the TD-SCDMA networkYing-jie ZHANGCi-ping MAOYun-xiao ZUXian-you SUNAccording to the defects of the existing 3G base station location optimization algorithms and the characteris-tics of the TD-SCDMA network, an optimization program was proposed for TD-SCDMA network base station location based on immune algorithm. A mathematical model of base station location was established. A population initialization program based on opposition-based learning and an elite crossover strategy were also designed, and the immune optimi-zation algorithm framework was presented. The experiments' result shows that the algorithm cannot only get higher net-work coverage with a relatively smaller consideration, but also have better convergence.http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2014.05.006/immune algorithmopposition-based learningTD-SCDMA networkbase station location |
| spellingShingle | Ying-jie ZHANG Ci-ping MAO Yun-xiao ZU Xian-you SUN Immune algorithm-based base station location optimization in the TD-SCDMA network Tongxin xuebao immune algorithm opposition-based learning TD-SCDMA network base station location |
| title | Immune algorithm-based base station location optimization in the TD-SCDMA network |
| title_full | Immune algorithm-based base station location optimization in the TD-SCDMA network |
| title_fullStr | Immune algorithm-based base station location optimization in the TD-SCDMA network |
| title_full_unstemmed | Immune algorithm-based base station location optimization in the TD-SCDMA network |
| title_short | Immune algorithm-based base station location optimization in the TD-SCDMA network |
| title_sort | immune algorithm based base station location optimization in the td scdma network |
| topic | immune algorithm opposition-based learning TD-SCDMA network base station location |
| url | http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2014.05.006/ |
| work_keys_str_mv | AT yingjiezhang immunealgorithmbasedbasestationlocationoptimizationinthetdscdmanetwork AT cipingmao immunealgorithmbasedbasestationlocationoptimizationinthetdscdmanetwork AT yunxiaozu immunealgorithmbasedbasestationlocationoptimizationinthetdscdmanetwork AT xianyousun immunealgorithmbasedbasestationlocationoptimizationinthetdscdmanetwork |