相干信号的高效DOA估计的FPGA硬件实现

Ahmed A. Hussain, N. Tayem, A. Soliman
{"title":"相干信号的高效DOA估计的FPGA硬件实现","authors":"Ahmed A. Hussain, N. Tayem, A. Soliman","doi":"10.1109/ICRAMET53537.2021.9650476","DOIUrl":null,"url":null,"abstract":"Direction of Arrival (DOA) estimation of highly correlated or coherent signals involve some preprocessing steps to de-correlate the signals before DOA estimates are computed. This increases the computational complexity of the estimation algorithms further, rendering hardware implementation a challenging task. In this paper, we present the hardware implementation of a novel and computationally efficient DOA estimation algorithm for coherent sources based on applying forward/backward averaging to the signal space matrix to deal with the incident coherent signals. The proposed algorithm has been implemented on a Virtex-5 FPGA using LabVIEW FPGA modules. Simulations results as well as FPGA resource utilization and computation speed are presented to validate the efficacy of the proposed method and the efficiency of hardware implementation.","PeriodicalId":269759,"journal":{"name":"2021 International Conference on Radar, Antenna, Microwave, Electronics, and Telecommunications (ICRAMET)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"FPGA Hardware Implementation of Computationally Efficient DOA Estimation of Coherent Signals\",\"authors\":\"Ahmed A. Hussain, N. Tayem, A. Soliman\",\"doi\":\"10.1109/ICRAMET53537.2021.9650476\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Direction of Arrival (DOA) estimation of highly correlated or coherent signals involve some preprocessing steps to de-correlate the signals before DOA estimates are computed. This increases the computational complexity of the estimation algorithms further, rendering hardware implementation a challenging task. In this paper, we present the hardware implementation of a novel and computationally efficient DOA estimation algorithm for coherent sources based on applying forward/backward averaging to the signal space matrix to deal with the incident coherent signals. The proposed algorithm has been implemented on a Virtex-5 FPGA using LabVIEW FPGA modules. Simulations results as well as FPGA resource utilization and computation speed are presented to validate the efficacy of the proposed method and the efficiency of hardware implementation.\",\"PeriodicalId\":269759,\"journal\":{\"name\":\"2021 International Conference on Radar, Antenna, Microwave, Electronics, and Telecommunications (ICRAMET)\",\"volume\":\"17 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-11-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 International Conference on Radar, Antenna, Microwave, Electronics, and Telecommunications (ICRAMET)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICRAMET53537.2021.9650476\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 International Conference on Radar, Antenna, Microwave, Electronics, and Telecommunications (ICRAMET)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICRAMET53537.2021.9650476","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

高度相关或相干信号的到达方向(DOA)估计需要在计算DOA估计之前进行一些预处理步骤来去除信号的相关。这进一步增加了估计算法的计算复杂性,使硬件实现成为一项具有挑战性的任务。在本文中,我们提出了一种新的、计算效率高的相干源DOA估计算法的硬件实现,该算法基于对信号空间矩阵应用前向/后向平均来处理入射相干信号。该算法已在Virtex-5 FPGA上使用LabVIEW FPGA模块实现。仿真结果以及FPGA资源利用率和计算速度验证了所提方法的有效性和硬件实现的效率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
FPGA Hardware Implementation of Computationally Efficient DOA Estimation of Coherent Signals
Direction of Arrival (DOA) estimation of highly correlated or coherent signals involve some preprocessing steps to de-correlate the signals before DOA estimates are computed. This increases the computational complexity of the estimation algorithms further, rendering hardware implementation a challenging task. In this paper, we present the hardware implementation of a novel and computationally efficient DOA estimation algorithm for coherent sources based on applying forward/backward averaging to the signal space matrix to deal with the incident coherent signals. The proposed algorithm has been implemented on a Virtex-5 FPGA using LabVIEW FPGA modules. Simulations results as well as FPGA resource utilization and computation speed are presented to validate the efficacy of the proposed method and the efficiency of hardware implementation.
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