{"title":"Constant Modulus Precoded MIMO Radar Based on Zadoff-Chu Sequences","authors":"Matthew G. Gaydos;David J. Love;Taejoon Kim","doi":"10.1109/TRS.2024.3409029","DOIUrl":null,"url":null,"abstract":"Multiple-input-multiple-output (MIMO) radar systems have become a heavily researched topic in recent years due to the improved diversity techniques when compared to that of 1-D radar waveforms. Although there exist a myriad of techniques to design the transmit power distribution for MIMO radar systems, stringent constant modulus power limitations imposed by modern high-power amplifiers (HPAs) complicate their practical implementation. Ideally, a technique that emulates the spatial filtering flexibility of precoded MIMO communications is desired. To achieve such flexibility, an MIMO radar framework must be introduced that guarantees constant modulus for all combinations of signal sets and precoders, allowing simple interchangeability between components of the waveform—whether that be a new transmit power distribution or an adjusted dynamic MIMO radar waveform. In this article, we show that designing a constant modulus precoded MIMO radar can be achieved in a practical manner, utilizing alphabet-based waveform construction. This technique leverages the use of two sets for which the product of any pair of vectors, one from each alphabet, guarantees a fixed constant. By utilizing these sets as alphabets to design the waveform, it is possible to implement MIMO radar waveforms of any rank and enable the decoupling of the precoder and MIMO radar waveform design. This article presents a framework that achieves the aforementioned requirements by utilizing the properties of Zadoff-Chu (ZC) sequences and the discrete Fourier transform (DFT) matrix. By restricting construction of the precoder and signal set to be in part formed from finite alphabets, it is shown that the constant modulus constraint is achieved for any precoder and any signal set combination.","PeriodicalId":100645,"journal":{"name":"IEEE Transactions on Radar Systems","volume":"2 ","pages":"677-689"},"PeriodicalIF":0.0000,"publicationDate":"2024-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Radar Systems","FirstCategoryId":"1085","ListUrlMain":"https://ieeexplore.ieee.org/document/10547068/","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
Multiple-input-multiple-output (MIMO) radar systems have become a heavily researched topic in recent years due to the improved diversity techniques when compared to that of 1-D radar waveforms. Although there exist a myriad of techniques to design the transmit power distribution for MIMO radar systems, stringent constant modulus power limitations imposed by modern high-power amplifiers (HPAs) complicate their practical implementation. Ideally, a technique that emulates the spatial filtering flexibility of precoded MIMO communications is desired. To achieve such flexibility, an MIMO radar framework must be introduced that guarantees constant modulus for all combinations of signal sets and precoders, allowing simple interchangeability between components of the waveform—whether that be a new transmit power distribution or an adjusted dynamic MIMO radar waveform. In this article, we show that designing a constant modulus precoded MIMO radar can be achieved in a practical manner, utilizing alphabet-based waveform construction. This technique leverages the use of two sets for which the product of any pair of vectors, one from each alphabet, guarantees a fixed constant. By utilizing these sets as alphabets to design the waveform, it is possible to implement MIMO radar waveforms of any rank and enable the decoupling of the precoder and MIMO radar waveform design. This article presents a framework that achieves the aforementioned requirements by utilizing the properties of Zadoff-Chu (ZC) sequences and the discrete Fourier transform (DFT) matrix. By restricting construction of the precoder and signal set to be in part formed from finite alphabets, it is shown that the constant modulus constraint is achieved for any precoder and any signal set combination.
与一维雷达波形相比,多输入多输出(MIMO)雷达系统改进了分集技术,因此成为近年来研究的热点。虽然有无数种技术可用于设计 MIMO 雷达系统的发射功率分布,但现代大功率放大器(HPA)施加的严格恒定模数功率限制使其实际应用变得复杂。理想情况下,我们需要一种技术来模拟预编码多输入多输出通信的空间滤波灵活性。要实现这种灵活性,必须引入一种 MIMO 雷达框架,它能保证信号集和预编码器的所有组合都具有恒定的模数,并允许波形各组成部分之间的简单互换--无论是新的发射功率分布还是调整后的动态 MIMO 雷达波形。在本文中,我们将展示如何利用基于字母的波形构造,以实用的方式设计恒定模预编码 MIMO 雷达。这种技术利用了两个集合,其中任何一对矢量的乘积(来自每个字母表的一个矢量)都能保证一个固定常数。利用这些集合作为字母表来设计波形,就有可能实现任何等级的 MIMO 雷达波形,并实现前置编码器和 MIMO 雷达波形设计的解耦。本文提出了一个框架,利用扎多夫-楚(ZC)序列和离散傅立叶变换(DFT)矩阵的特性来实现上述要求。通过限制前置编码器和信号集的构造部分由有限字母组成,证明了恒定模数约束可在任何前置编码器和任何信号集组合中实现。