On Mutual Information and Capacity in Frequency Selective Wireless Channels

M. Rupp, J. García-Naya, C. Mehlführer, S. Caban, L. Castedo
{"title":"On Mutual Information and Capacity in Frequency Selective Wireless Channels","authors":"M. Rupp, J. García-Naya, C. Mehlführer, S. Caban, L. Castedo","doi":"10.1109/ICC.2010.5501942","DOIUrl":null,"url":null,"abstract":"This paper has two major contributions. First, we present measured frequency selective wireless channels and show that there is only a small difference between mutual information and capacity. For single-antenna channels the maximum difference is about 0.15 bit/s/Hz, but typical differences are much smaller. These differences are increased with the number of transmit and receive antennas, achieving a maximum of about 0.4 bit/s/Hz for 2x2 MIMO channels and about 1.8 bit/s/Hz for 4x4 MIMO channels. The second contribution is a simple two-parameter channel model for frequency selective wireless channels, exhibiting the identical behavior in terms of capacity and mutual information than the measured channels. Due to its simplicity, this so-called poor-rich model is especially suitable for fast simulations and for analytical research in the field of information theory.","PeriodicalId":6405,"journal":{"name":"2010 IEEE International Conference on Communications","volume":"41 1","pages":"1-5"},"PeriodicalIF":0.0000,"publicationDate":"2010-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"13","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 IEEE International Conference on Communications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICC.2010.5501942","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 13

Abstract

This paper has two major contributions. First, we present measured frequency selective wireless channels and show that there is only a small difference between mutual information and capacity. For single-antenna channels the maximum difference is about 0.15 bit/s/Hz, but typical differences are much smaller. These differences are increased with the number of transmit and receive antennas, achieving a maximum of about 0.4 bit/s/Hz for 2x2 MIMO channels and about 1.8 bit/s/Hz for 4x4 MIMO channels. The second contribution is a simple two-parameter channel model for frequency selective wireless channels, exhibiting the identical behavior in terms of capacity and mutual information than the measured channels. Due to its simplicity, this so-called poor-rich model is especially suitable for fast simulations and for analytical research in the field of information theory.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
无线选频信道的互信息和容量研究
这篇论文有两个主要贡献。首先,我们提出了测量的频率选择无线信道,并表明互信息和容量之间只有很小的差异。对于单天线信道,最大差异约为0.15 bit/s/Hz,但典型差异要小得多。这些差异随着发射和接收天线数量的增加而增加,对于2x2 MIMO信道,最大可达到约0.4 bit/s/Hz,对于4x4 MIMO信道,最大可达到约1.8 bit/s/Hz。第二个贡献是频率选择无线信道的简单双参数信道模型,在容量和互信息方面表现出与测量信道相同的行为。由于其简单性,这种所谓的贫富模型特别适合于快速仿真和信息论领域的分析研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
An Optimal Server Selection Algorithm for P2P IPTV over Fiber to the Node (FTTN) Networks Joint Discrete Power-Level and Delay Optimization for Network Coded Wireless Communications Throughput and Stability Improvements of Slotted ALOHA Based Wireless Networks under the Random Packet Destruction Dos Attack TOA Based Joint Synchronization and Localization Amplify-And-Forward MIMO Relaying with OSTBC over Nakagami-m Fading Channels
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1