基于遗传算法的蜂窝无线网络动态信道分配

Signals, Circuits and Systems, 2003. SCS 2003. International Symposium on Pub Date : 2003-07-10 DOI:10.1109/SCS.2003.1227106

I. Bogdan, G. Grigore

{"title":"基于遗传算法的蜂窝无线网络动态信道分配","authors":"I. Bogdan, G. Grigore","doi":"10.1109/SCS.2003.1227106","DOIUrl":null,"url":null,"abstract":"The channel assignment problem in cellular radio networks is an NP-complete optimization problem. Classical approaches in solving it do not allow an efficient planning of the available frequencies reuse because they do not consider the cumulative effect of interferers. The objective of this paper is to present a spectrum efficient method of channel assignment using a genetic algorithm yielding better results in terms of blocking probability and computing time.","PeriodicalId":375963,"journal":{"name":"Signals, Circuits and Systems, 2003. SCS 2003. International Symposium on","volume":"91 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2003-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Genetic algorithm based dynamic channel assignment for cellular radio networks\",\"authors\":\"I. Bogdan, G. Grigore\",\"doi\":\"10.1109/SCS.2003.1227106\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The channel assignment problem in cellular radio networks is an NP-complete optimization problem. Classical approaches in solving it do not allow an efficient planning of the available frequencies reuse because they do not consider the cumulative effect of interferers. The objective of this paper is to present a spectrum efficient method of channel assignment using a genetic algorithm yielding better results in terms of blocking probability and computing time.\",\"PeriodicalId\":375963,\"journal\":{\"name\":\"Signals, Circuits and Systems, 2003. SCS 2003. International Symposium on\",\"volume\":\"91 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2003-07-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Signals, Circuits and Systems, 2003. SCS 2003. International Symposium on\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SCS.2003.1227106\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Signals, Circuits and Systems, 2003. SCS 2003. International Symposium on","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SCS.2003.1227106","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 0

摘要

蜂窝无线网络中的信道分配问题是一个np完全优化问题。由于没有考虑干扰的累积效应，传统的求解方法不能有效地规划可用频率的重用。本文的目的是提出一种使用遗传算法的频谱有效的信道分配方法，在阻塞概率和计算时间方面取得了更好的结果。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Genetic algorithm based dynamic channel assignment for cellular radio networks

The channel assignment problem in cellular radio networks is an NP-complete optimization problem. Classical approaches in solving it do not allow an efficient planning of the available frequencies reuse because they do not consider the cumulative effect of interferers. The objective of this paper is to present a spectrum efficient method of channel assignment using a genetic algorithm yielding better results in terms of blocking probability and computing time.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

Signals, Circuits and Systems, 2003. SCS 2003. International Symposium on

自引率

0.00%

发文量