L. N. Rasoul, Wijdan Rasheed Abd Al Hussain
{"title":"New Algorithm to Handle Routing with Load Balancing in Wireless Networks Using EERNN","authors":"L. N. Rasoul, Wijdan Rasheed Abd Al Hussain","doi":"10.32441/jaset.v1i1.59","DOIUrl":null,"url":null,"abstract":"In this paper, static wireless network load balance algorithm is proposed, that use only optimal paths from point-to-point to achieve good load balance. This algorithm based on Enhanced version of Elman Recurrent Neural Network (EERNN) to make load balance decision depended on two metrics (traffic load on node and probability of link failure). This algorithm make good work in terms of both metrics simultaneously. Also, this algorithm use only local information. The execution of the proposed algorithm is compared with ERNN based on (traffic load on node and probability of link failure). \n © 201x JASET, International Scholars and Researchers Association","PeriodicalId":431188,"journal":{"name":"Journal of Advanced Sciences and Engineering Technologies","volume":"8 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Advanced Sciences and Engineering Technologies","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.32441/jaset.v1i1.59","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
基于EERNN的无线网络负载均衡路由处理新算法
本文提出了一种静态无线网络负载均衡算法,该算法只使用点到点的最优路径来实现良好的负载均衡。该算法基于增强版Elman递归神经网络(EERNN),根据节点上的流量负载和链路故障概率两个指标进行负载均衡决策。这个算法同时在这两个指标方面做得很好。此外,该算法仅使用局部信息。将该算法的执行情况与基于节点流量负载和链路故障概率的ERNN算法进行了比较。©201x JASET,国际学者和研究人员协会
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