Performance analysis of robust adaptive technique for MIMO radar Systems in reconfigurable medium

Raafia Irfan, Haroon-ur-Rasheed, W. A. Toor
{"title":"Performance analysis of robust adaptive technique for MIMO radar Systems in reconfigurable medium","authors":"Raafia Irfan, Haroon-ur-Rasheed, W. A. Toor","doi":"10.1109/ICASE.2017.8374276","DOIUrl":null,"url":null,"abstract":"Robust adaptive techniques for multiple input and multiple output (MIMO) radar systems are one of the main focused area of research, nowadays. In MIMO radar system, linearly independent waveforms are transmitted using different propagation paths via multiple antennas. The waveforms reflected from different targets are also linearly independent with each other which allows to apply the several well-known robust adaptive algorithms to achieve high resolution and interference rejection. These algorithms reject the external interferences as well as accurately estimate the target location and amplitude. Before the advent of digital hardware, the beamformers were implemented using mechanical systems. Today, field programmable gate array (FPGA) has become powerful enough to perform the massive number of operations. FPGA is also a reconfigurable digital hardware which and can reuse for different applications. In this paper, authors investigate the Robust Capon Beamformer (RCB), Doubly Constrained Robust Capon Beamformer (DCRCB) in reconfigurable medium FPGA for MIMO radar systems. The hardware implementation deals with the complex 32-bit single precision floating point values in Virtex5 FPGA at 180 MHz clock. This realization takes input from 10 channels and computes the adaptive weight vector. The proposed architectures of both algorithms are coded in Verilog and analyzed their performance in terms of throughput, efficiency, and hardware resources.","PeriodicalId":203936,"journal":{"name":"2017 Fifth International Conference on Aerospace Science & Engineering (ICASE)","volume":"76 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 Fifth International Conference on Aerospace Science & Engineering (ICASE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICASE.2017.8374276","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Robust adaptive techniques for multiple input and multiple output (MIMO) radar systems are one of the main focused area of research, nowadays. In MIMO radar system, linearly independent waveforms are transmitted using different propagation paths via multiple antennas. The waveforms reflected from different targets are also linearly independent with each other which allows to apply the several well-known robust adaptive algorithms to achieve high resolution and interference rejection. These algorithms reject the external interferences as well as accurately estimate the target location and amplitude. Before the advent of digital hardware, the beamformers were implemented using mechanical systems. Today, field programmable gate array (FPGA) has become powerful enough to perform the massive number of operations. FPGA is also a reconfigurable digital hardware which and can reuse for different applications. In this paper, authors investigate the Robust Capon Beamformer (RCB), Doubly Constrained Robust Capon Beamformer (DCRCB) in reconfigurable medium FPGA for MIMO radar systems. The hardware implementation deals with the complex 32-bit single precision floating point values in Virtex5 FPGA at 180 MHz clock. This realization takes input from 10 channels and computes the adaptive weight vector. The proposed architectures of both algorithms are coded in Verilog and analyzed their performance in terms of throughput, efficiency, and hardware resources.
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
可重构介质中MIMO雷达系统鲁棒自适应性能分析
多输入多输出(MIMO)雷达系统的鲁棒自适应技术是目前研究的热点之一。在MIMO雷达系统中,线性无关的波形通过多个天线以不同的传播路径传输。从不同目标反射的波形彼此之间也是线性无关的,这允许应用几种众所周知的鲁棒自适应算法来实现高分辨率和抗干扰。该算法能够有效地抑制外部干扰,准确地估计目标的位置和幅度。在数字硬件出现之前,波束形成器是使用机械系统实现的。今天,现场可编程门阵列(FPGA)已经变得足够强大,可以执行大量的操作。FPGA也是一种可重构的数字硬件,可以在不同的应用中重用。本文研究了可重构介质FPGA中用于MIMO雷达系统的鲁棒Capon波束形成器(RCB)、双约束鲁棒Capon波束形成器(DCRCB)。硬件实现处理复杂的32位单精度浮点值在Virtex5 FPGA在180 MHz时钟。该实现从10个通道获取输入并计算自适应权重向量。在Verilog中对这两种算法的架构进行了编码,并从吞吐量、效率和硬件资源方面分析了它们的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Performance assessment of satellite-terrestrial relays under correlated fading Design and analysis of a five stage axial flow compressor A novel dual PLL if block for on-board LEO satellite receivers Effective formal unicast routing for VANETs Modeling the impact of ionosphere composition on GNSS signal in a diurnal cycle
×
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