基于SONG自适应增量调制的PPG信号压缩

N. Kostov, H. Zhivomirov
{"title":"基于SONG自适应增量调制的PPG信号压缩","authors":"N. Kostov, H. Zhivomirov","doi":"10.1109/BIA48344.2019.8967471","DOIUrl":null,"url":null,"abstract":"In this paper, results of a case study focused on the implementation of the SONG adaptive delta modulation (SADM) for compression of photoplethysmography (PPG) signals are summarized. The performance of the SADM is optimized for operation with PPG signals with respect to the signal-to-noise ratio and the normalized percentage root-mean-square difference. By using of this 1 bit per sample algorithm compression ratios of 1:N could be achieved when an N-bit analog-to-digital convertor is used for the PPG data acquisition. The presented results are obtained through computer simulations using real-world PPG signal databases. The possible applications of this contribution include the fields of medical sensor networks, telemedicine, data storage etc.","PeriodicalId":6688,"journal":{"name":"2019 International Conference on Biomedical Innovations and Applications (BIA)","volume":"5 1","pages":"1-4"},"PeriodicalIF":0.0000,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Compression of PPG Signals with SONG Adaptive Delta Modulation\",\"authors\":\"N. Kostov, H. Zhivomirov\",\"doi\":\"10.1109/BIA48344.2019.8967471\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, results of a case study focused on the implementation of the SONG adaptive delta modulation (SADM) for compression of photoplethysmography (PPG) signals are summarized. The performance of the SADM is optimized for operation with PPG signals with respect to the signal-to-noise ratio and the normalized percentage root-mean-square difference. By using of this 1 bit per sample algorithm compression ratios of 1:N could be achieved when an N-bit analog-to-digital convertor is used for the PPG data acquisition. The presented results are obtained through computer simulations using real-world PPG signal databases. The possible applications of this contribution include the fields of medical sensor networks, telemedicine, data storage etc.\",\"PeriodicalId\":6688,\"journal\":{\"name\":\"2019 International Conference on Biomedical Innovations and Applications (BIA)\",\"volume\":\"5 1\",\"pages\":\"1-4\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 International Conference on Biomedical Innovations and Applications (BIA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/BIA48344.2019.8967471\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 International Conference on Biomedical Innovations and Applications (BIA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/BIA48344.2019.8967471","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

摘要

本文总结了利用宋自适应增量调制(SADM)实现光体积脉搏波(PPG)信号压缩的案例研究结果。根据信噪比和归一化均方根差百分比,SADM的性能针对PPG信号进行了优化。当使用N位模数转换器进行PPG数据采集时,使用这种每采样1比特的算法可以实现1:N的压缩比。本文给出的结果是通过使用真实的PPG信号数据库进行计算机模拟得到的。这一贡献的可能应用包括医疗传感器网络、远程医疗、数据存储等领域。
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
Compression of PPG Signals with SONG Adaptive Delta Modulation
In this paper, results of a case study focused on the implementation of the SONG adaptive delta modulation (SADM) for compression of photoplethysmography (PPG) signals are summarized. The performance of the SADM is optimized for operation with PPG signals with respect to the signal-to-noise ratio and the normalized percentage root-mean-square difference. By using of this 1 bit per sample algorithm compression ratios of 1:N could be achieved when an N-bit analog-to-digital convertor is used for the PPG data acquisition. The presented results are obtained through computer simulations using real-world PPG signal databases. The possible applications of this contribution include the fields of medical sensor networks, telemedicine, data storage etc.
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
CLAS: A Database for Cognitive Load, Affect and Stress Recognition Fucntional Modification of Upper Limb Prosthesis for Below Elbow Congential Deficiencies Application of Smart Contracts based on Ethereum Blockchain for the Purpose of Insurance Services Coping with missing data in an unobtrusive monitoring system for office workers An Approach to Improve Reliability of Vital Signs Monitoring
×
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