用于雷达信号处理的自适应多功能滤波器

Moutaman Mirghani Daffalla
{"title":"用于雷达信号处理的自适应多功能滤波器","authors":"Moutaman Mirghani Daffalla","doi":"10.1109/ICCEEE.2013.6633904","DOIUrl":null,"url":null,"abstract":"Filtering of radar signals frequently takes place to realize a certain task, such as interference reduction or Doppler processing to remove clutter. However, in this paper a digital filter is proposed to be designed as a multifunction processor, achieving several sorts of signal processing within the same module. Processing is easily done in the baseband rather than in passband, for a moderately slow DSP processor. Hence, a lowpass filter will perform the task of rejection of the out-of-band interference. Higher SNR can be obtained to enhance the detection of targets inside noise if that filter is matched to the expected radar signal, even if it caused signal distortion. Doppler processing makes use of digital filters to cancel signals from fixed and slow targets. The proposed filter would be designed as an adaptive filter to follow interference and clutter changes, and eliminate blindness to some moving radar targets that arise in digital Doppler processing due to aliasing caused by targets of higher speeds. Matlab simulations are made to validate the idea and observe features and limitations of the proposed adaptive filter. Adaptive filter that is based on the least-mean-square algorithm is designed to achieve the best outcome.","PeriodicalId":256793,"journal":{"name":"2013 INTERNATIONAL CONFERENCE ON COMPUTING, ELECTRICAL AND ELECTRONIC ENGINEERING (ICCEEE)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Adaptive multifunction filter for radar signal processing\",\"authors\":\"Moutaman Mirghani Daffalla\",\"doi\":\"10.1109/ICCEEE.2013.6633904\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Filtering of radar signals frequently takes place to realize a certain task, such as interference reduction or Doppler processing to remove clutter. However, in this paper a digital filter is proposed to be designed as a multifunction processor, achieving several sorts of signal processing within the same module. Processing is easily done in the baseband rather than in passband, for a moderately slow DSP processor. Hence, a lowpass filter will perform the task of rejection of the out-of-band interference. Higher SNR can be obtained to enhance the detection of targets inside noise if that filter is matched to the expected radar signal, even if it caused signal distortion. Doppler processing makes use of digital filters to cancel signals from fixed and slow targets. The proposed filter would be designed as an adaptive filter to follow interference and clutter changes, and eliminate blindness to some moving radar targets that arise in digital Doppler processing due to aliasing caused by targets of higher speeds. Matlab simulations are made to validate the idea and observe features and limitations of the proposed adaptive filter. Adaptive filter that is based on the least-mean-square algorithm is designed to achieve the best outcome.\",\"PeriodicalId\":256793,\"journal\":{\"name\":\"2013 INTERNATIONAL CONFERENCE ON COMPUTING, ELECTRICAL AND ELECTRONIC ENGINEERING (ICCEEE)\",\"volume\":\"42 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2013-10-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2013 INTERNATIONAL CONFERENCE ON COMPUTING, ELECTRICAL AND ELECTRONIC ENGINEERING (ICCEEE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICCEEE.2013.6633904\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 INTERNATIONAL CONFERENCE ON COMPUTING, ELECTRICAL AND ELECTRONIC ENGINEERING (ICCEEE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCEEE.2013.6633904","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5

摘要

对雷达信号进行滤波是为了完成一定的任务,如减少干扰或多普勒处理以去除杂波。然而,本文提出将数字滤波器设计成一个多功能处理器,在同一模块内实现多种信号处理。处理很容易在基带而不是在通带中完成,对于一个中等速度的DSP处理器。因此,低通滤波器将执行抑制带外干扰的任务。如果该滤波器与期望的雷达信号相匹配,即使会造成信号失真,也可以获得更高的信噪比,从而增强对噪声内目标的检测。多普勒处理利用数字滤波器来消除来自固定和慢速目标的信号。该滤波器将被设计成一种自适应滤波器,能够跟踪干扰和杂波的变化,并消除在数字多普勒处理中由于高速目标引起的混叠而导致的对某些运动雷达目标的盲目性。通过Matlab仿真验证了该思想,并观察了所提出的自适应滤波器的特点和局限性。为了达到最佳效果,设计了基于最小均方算法的自适应滤波器。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Adaptive multifunction filter for radar signal processing
Filtering of radar signals frequently takes place to realize a certain task, such as interference reduction or Doppler processing to remove clutter. However, in this paper a digital filter is proposed to be designed as a multifunction processor, achieving several sorts of signal processing within the same module. Processing is easily done in the baseband rather than in passband, for a moderately slow DSP processor. Hence, a lowpass filter will perform the task of rejection of the out-of-band interference. Higher SNR can be obtained to enhance the detection of targets inside noise if that filter is matched to the expected radar signal, even if it caused signal distortion. Doppler processing makes use of digital filters to cancel signals from fixed and slow targets. The proposed filter would be designed as an adaptive filter to follow interference and clutter changes, and eliminate blindness to some moving radar targets that arise in digital Doppler processing due to aliasing caused by targets of higher speeds. Matlab simulations are made to validate the idea and observe features and limitations of the proposed adaptive filter. Adaptive filter that is based on the least-mean-square algorithm is designed to achieve the best outcome.
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:481959085
Book学术官方微信