一种高动态环境下PCM-FM信号的低信噪比谱相关检测方法

Kexin Jia, Yuxia Xin
{"title":"一种高动态环境下PCM-FM信号的低信噪比谱相关检测方法","authors":"Kexin Jia, Yuxia Xin","doi":"10.1117/12.2631488","DOIUrl":null,"url":null,"abstract":"Considering Pulse Code Modulation-Frequency Modulation (PCM-FM) signal detect in high dynamic and low Signalto- Noise Ratio(SNR) situation,a low SNR spectrum-correlated detect method that is not sensitive to high dynamic situation is proposed. Firstly, this method uses the power spectrum of the known PCM-FM signal to match the power spectrum of the receiving signal, searches for the maximum filter output within the doppler frequency range, and constructs the detect statistics. Then, this method uses the probability of false alarm to compute detect threshold, and compares with the detect statistics to determine whether PCM-FM signal exists. The simulation result shows that the proposed method can detect PCM-FM signal quickly with high probability in high dynamic and low SNR situation.","PeriodicalId":415097,"journal":{"name":"International Conference on Signal Processing Systems","volume":"145 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A low SNR spectrum-correlated detect method of PCM-FM signal in high dynamic situation\",\"authors\":\"Kexin Jia, Yuxia Xin\",\"doi\":\"10.1117/12.2631488\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Considering Pulse Code Modulation-Frequency Modulation (PCM-FM) signal detect in high dynamic and low Signalto- Noise Ratio(SNR) situation,a low SNR spectrum-correlated detect method that is not sensitive to high dynamic situation is proposed. Firstly, this method uses the power spectrum of the known PCM-FM signal to match the power spectrum of the receiving signal, searches for the maximum filter output within the doppler frequency range, and constructs the detect statistics. Then, this method uses the probability of false alarm to compute detect threshold, and compares with the detect statistics to determine whether PCM-FM signal exists. The simulation result shows that the proposed method can detect PCM-FM signal quickly with high probability in high dynamic and low SNR situation.\",\"PeriodicalId\":415097,\"journal\":{\"name\":\"International Conference on Signal Processing Systems\",\"volume\":\"145 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-05-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Conference on Signal Processing Systems\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1117/12.2631488\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Conference on Signal Processing Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1117/12.2631488","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

针对脉冲码调频(PCM-FM)信号在高动态、低信噪比情况下的检测问题,提出了一种对高动态不敏感的低信噪比频谱相关检测方法。该方法首先利用已知PCM-FM信号的功率谱与接收信号的功率谱进行匹配,在多普勒频率范围内搜索滤波器的最大输出,并构建检测统计量;然后,该方法利用虚警概率计算检测阈值,并与检测统计量进行比较,判断PCM-FM信号是否存在。仿真结果表明,该方法能够在高动态、低信噪比的情况下,以高概率快速检测出PCM-FM信号。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A low SNR spectrum-correlated detect method of PCM-FM signal in high dynamic situation
Considering Pulse Code Modulation-Frequency Modulation (PCM-FM) signal detect in high dynamic and low Signalto- Noise Ratio(SNR) situation,a low SNR spectrum-correlated detect method that is not sensitive to high dynamic situation is proposed. Firstly, this method uses the power spectrum of the known PCM-FM signal to match the power spectrum of the receiving signal, searches for the maximum filter output within the doppler frequency range, and constructs the detect statistics. Then, this method uses the probability of false alarm to compute detect threshold, and compares with the detect statistics to determine whether PCM-FM signal exists. The simulation result shows that the proposed method can detect PCM-FM signal quickly with high probability in high dynamic and low SNR situation.
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:604180095
Book学术官方微信