莫尔斯信号降噪方法分析

Yiran Wang, Xiangdong You, Cuiling Tang
{"title":"莫尔斯信号降噪方法分析","authors":"Yiran Wang, Xiangdong You, Cuiling Tang","doi":"10.1145/3507971.3508003","DOIUrl":null,"url":null,"abstract":"This article applies several common speech noise reduction methods to Morse signal noise reduction, and compares and analyzes these several noise reduction methods. The paper introduces the Morse signal and the necessity of noise reduction and the principles, processes, advantages and disadvantages of different noise reduction methods such as band-pass filtering, spectral subtraction and other traditional methods, and noise reduction based on U-Net image segmentation. The effects of noise reduction methods are analyzed by the comparison of time-domain diagram and frequency-domain diagram of the same Morse signal before and after noise reduction. Finally, it is concluded that the noise reduction based on U-Net image segmentation has a better effect.","PeriodicalId":439757,"journal":{"name":"Proceedings of the 7th International Conference on Communication and Information Processing","volume":"231 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Analysis of Morse Signal Noise Reduction Methods\",\"authors\":\"Yiran Wang, Xiangdong You, Cuiling Tang\",\"doi\":\"10.1145/3507971.3508003\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This article applies several common speech noise reduction methods to Morse signal noise reduction, and compares and analyzes these several noise reduction methods. The paper introduces the Morse signal and the necessity of noise reduction and the principles, processes, advantages and disadvantages of different noise reduction methods such as band-pass filtering, spectral subtraction and other traditional methods, and noise reduction based on U-Net image segmentation. The effects of noise reduction methods are analyzed by the comparison of time-domain diagram and frequency-domain diagram of the same Morse signal before and after noise reduction. Finally, it is concluded that the noise reduction based on U-Net image segmentation has a better effect.\",\"PeriodicalId\":439757,\"journal\":{\"name\":\"Proceedings of the 7th International Conference on Communication and Information Processing\",\"volume\":\"231 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-12-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 7th International Conference on Communication and Information Processing\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3507971.3508003\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 7th International Conference on Communication and Information Processing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3507971.3508003","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

本文将几种常见的语音降噪方法应用于莫尔斯信号降噪,并对这几种降噪方法进行了比较和分析。本文介绍了莫尔斯信号和降噪的必要性,以及不同降噪方法的原理、过程、优缺点,如带通滤波、谱减等传统方法,以及基于U-Net图像分割的降噪方法。通过对比降噪前后同一摩尔斯信号的时域图和频域图,分析了不同降噪方法的降噪效果。最后,得出基于U-Net图像分割的降噪效果较好的结论。
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
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Analysis of Morse Signal Noise Reduction Methods
This article applies several common speech noise reduction methods to Morse signal noise reduction, and compares and analyzes these several noise reduction methods. The paper introduces the Morse signal and the necessity of noise reduction and the principles, processes, advantages and disadvantages of different noise reduction methods such as band-pass filtering, spectral subtraction and other traditional methods, and noise reduction based on U-Net image segmentation. The effects of noise reduction methods are analyzed by the comparison of time-domain diagram and frequency-domain diagram of the same Morse signal before and after noise reduction. Finally, it is concluded that the noise reduction based on U-Net image segmentation has a better effect.
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
期刊最新文献
Dynamic Path Planning of UAV Based on Pheromone Diffusion Ant Colony Algorithm Access Control Design Based on User Role Type in Telemedicine System Using Ethereum Blockchain Identifying Giant Clams Species using Machine Learning Techniques Blockchain based Distributed Oracle in Time Sensitive Scenario A Reliable Digital Watermarking Algorithm Based On DCT-SVD Algorithm
×
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