Adaptive de-noising in power line communication using multi-resolution analysis

Yingyi Hong, Ti-Hsuan Yu, Lan Wei-Ci, Yung-Ruei Chang, Y. Lee, Pang-Wei Liu
{"title":"Adaptive de-noising in power line communication using multi-resolution analysis","authors":"Yingyi Hong, Ti-Hsuan Yu, Lan Wei-Ci, Yung-Ruei Chang, Y. Lee, Pang-Wei Liu","doi":"10.1109/ICSSE.2016.7551545","DOIUrl":null,"url":null,"abstract":"De-noising is a crucial task in power line communication (PLC) for home automation. This paper presents a novel adaptive de-noising technique that is based on the multi-resolution analysis (MRA) of the wavelet transform for X10, which is a communication protocol designed for sending signals over low-voltage AC wiring. The proposed method establishes a look-up table to detect the noise level of 60 Hz signals. The proposed method is robust against variations of amplitude of a 60 Hz signal. According to the above identified noise level, the noise imposed upon 120 kHz bursts in X10 can be mitigated by using the proper decomposition and reconstruction scales of MRA.","PeriodicalId":175283,"journal":{"name":"2016 International Conference on System Science and Engineering (ICSSE)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 International Conference on System Science and Engineering (ICSSE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICSSE.2016.7551545","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

Abstract

De-noising is a crucial task in power line communication (PLC) for home automation. This paper presents a novel adaptive de-noising technique that is based on the multi-resolution analysis (MRA) of the wavelet transform for X10, which is a communication protocol designed for sending signals over low-voltage AC wiring. The proposed method establishes a look-up table to detect the noise level of 60 Hz signals. The proposed method is robust against variations of amplitude of a 60 Hz signal. According to the above identified noise level, the noise imposed upon 120 kHz bursts in X10 can be mitigated by using the proper decomposition and reconstruction scales of MRA.
基于多分辨率分析的电力线通信自适应降噪
在家庭自动化电力线通信(PLC)中,降噪是一项至关重要的任务。本文提出了一种基于小波变换多分辨率分析(MRA)的X10自适应降噪技术,X10是一种用于在低压交流布线上发送信号的通信协议。该方法建立了一个查找表来检测60 Hz信号的噪声级。该方法对60hz信号的振幅变化具有较强的鲁棒性。根据上述确定的噪声水平,可以通过使用适当的MRA分解和重建尺度来减轻X10中120 kHz突发所带来的噪声。
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 求助全文
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