基于Nelder-Mead优化算法的RoF空间复用MIMO-LTE前传系统传输参数选择

Carlos Mateo, P. L. Carro, Paloma García-Dúcar, J. de Mingo, Iñigo Salinas
{"title":"基于Nelder-Mead优化算法的RoF空间复用MIMO-LTE前传系统传输参数选择","authors":"Carlos Mateo, P. L. Carro, Paloma García-Dúcar, J. de Mingo, Iñigo Salinas","doi":"10.1109/MWSYM.2018.8439288","DOIUrl":null,"url":null,"abstract":"In this paper the optimization of the transmission conditions in a multiple-input multiple-output (MIMO) Radio-over-Fiber (RoF) system by applying the Nelder-Mead method is proposed. With this algorithm it is possible to seek the optimum RF signal power and the bias current of both lasers in few iterations. The experiments have been carried out in a MIMO IM/DD RoF system, where MIMO signals are wavelength multiplexed. The signals and the carrier frequency belong to the LTE standard. Experimental results show that fast convergence is accomplished under different bandwidths yielding to good tradeoff between noise and non-linearity.","PeriodicalId":6675,"journal":{"name":"2018 IEEE/MTT-S International Microwave Symposium - IMS","volume":"56 1","pages":"1046-1049"},"PeriodicalIF":0.0000,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"RoF SpatialMux MIMO-LTE Fronthaul System Transmission Parameter Selection with Nelder-Mead Optimization Algorithm\",\"authors\":\"Carlos Mateo, P. L. Carro, Paloma García-Dúcar, J. de Mingo, Iñigo Salinas\",\"doi\":\"10.1109/MWSYM.2018.8439288\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper the optimization of the transmission conditions in a multiple-input multiple-output (MIMO) Radio-over-Fiber (RoF) system by applying the Nelder-Mead method is proposed. With this algorithm it is possible to seek the optimum RF signal power and the bias current of both lasers in few iterations. The experiments have been carried out in a MIMO IM/DD RoF system, where MIMO signals are wavelength multiplexed. The signals and the carrier frequency belong to the LTE standard. Experimental results show that fast convergence is accomplished under different bandwidths yielding to good tradeoff between noise and non-linearity.\",\"PeriodicalId\":6675,\"journal\":{\"name\":\"2018 IEEE/MTT-S International Microwave Symposium - IMS\",\"volume\":\"56 1\",\"pages\":\"1046-1049\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-06-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 IEEE/MTT-S International Microwave Symposium - IMS\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/MWSYM.2018.8439288\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE/MTT-S International Microwave Symposium - IMS","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MWSYM.2018.8439288","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

摘要

本文应用Nelder-Mead方法对多输入多输出(MIMO)光纤无线电(RoF)系统的传输条件进行了优化。该算法可以在较短的迭代时间内求出两种激光器的最佳射频信号功率和偏置电流。实验在MIMO IM/DD RoF系统中进行,其中MIMO信号是波长复用的。信号和载波频率属于LTE标准。实验结果表明,该算法在不同带宽下均能实现快速收敛,并能很好地平衡噪声和非线性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
RoF SpatialMux MIMO-LTE Fronthaul System Transmission Parameter Selection with Nelder-Mead Optimization Algorithm
In this paper the optimization of the transmission conditions in a multiple-input multiple-output (MIMO) Radio-over-Fiber (RoF) system by applying the Nelder-Mead method is proposed. With this algorithm it is possible to seek the optimum RF signal power and the bias current of both lasers in few iterations. The experiments have been carried out in a MIMO IM/DD RoF system, where MIMO signals are wavelength multiplexed. The signals and the carrier frequency belong to the LTE standard. Experimental results show that fast convergence is accomplished under different bandwidths yielding to good tradeoff between noise and non-linearity.
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
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信