{"title":"用cram<s:1> - rao边界和时域有限差分法分析频变阵列中频率噪声引起的波束方向图变化","authors":"Yunsoo Kim;Youngwook Kim","doi":"10.1109/JSEN.2025.3541791","DOIUrl":null,"url":null,"abstract":"We investigate the influence of frequency noise on the beam pattern within a frequency diverse array (FDA) utilizing the Cramér-Rao lower bound (CRLB). FDA radar offers an ability to adjust the beam pattern with distance as well as angle. This technology has the potential to significantly enhance target detection capabilities by concentrating energy on a specific location. We focus on symmetrical FDA, where the frequency increment is symmetrically distributed across the array, to focus a beam on a specific region. To assess the effect of frequency noise on a FDA, we utilize the CRLB to estimate the variance of the energy-concentrated spot size. Simulations are conducted to model the size of energy spot based on the noise variance, and the CRLB is calculated. It is observed that as the standard deviation of frequency noise increases, the variation of beam size also increases. The resulting CRLB value can help establish a required noise level when implementing FDA hardware. On the other hand, it is also found that the frequency noise enhanced the capability of FDA on concentrating a beam, as the average size of the beam decreases with noise. This phenomenon can be harnessed to create a smaller energy spot in a specific region.","PeriodicalId":447,"journal":{"name":"IEEE Sensors Journal","volume":"25 8","pages":"13094-13101"},"PeriodicalIF":4.3000,"publicationDate":"2025-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Analysis of Beam Pattern Variation Due to Frequency Noise in Frequency Diverse Array Using Cramér–Rao Bound and FDTD\",\"authors\":\"Yunsoo Kim;Youngwook Kim\",\"doi\":\"10.1109/JSEN.2025.3541791\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We investigate the influence of frequency noise on the beam pattern within a frequency diverse array (FDA) utilizing the Cramér-Rao lower bound (CRLB). FDA radar offers an ability to adjust the beam pattern with distance as well as angle. This technology has the potential to significantly enhance target detection capabilities by concentrating energy on a specific location. We focus on symmetrical FDA, where the frequency increment is symmetrically distributed across the array, to focus a beam on a specific region. To assess the effect of frequency noise on a FDA, we utilize the CRLB to estimate the variance of the energy-concentrated spot size. Simulations are conducted to model the size of energy spot based on the noise variance, and the CRLB is calculated. It is observed that as the standard deviation of frequency noise increases, the variation of beam size also increases. The resulting CRLB value can help establish a required noise level when implementing FDA hardware. On the other hand, it is also found that the frequency noise enhanced the capability of FDA on concentrating a beam, as the average size of the beam decreases with noise. This phenomenon can be harnessed to create a smaller energy spot in a specific region.\",\"PeriodicalId\":447,\"journal\":{\"name\":\"IEEE Sensors Journal\",\"volume\":\"25 8\",\"pages\":\"13094-13101\"},\"PeriodicalIF\":4.3000,\"publicationDate\":\"2025-03-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Sensors Journal\",\"FirstCategoryId\":\"103\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/10909148/\",\"RegionNum\":2,\"RegionCategory\":\"综合性期刊\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Sensors Journal","FirstCategoryId":"103","ListUrlMain":"https://ieeexplore.ieee.org/document/10909148/","RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0
摘要
我们利用克拉梅尔-拉奥下界(CRLB)研究了频率噪声对频率多样化阵列(FDA)内波束模式的影响。FDA 雷达能够随距离和角度调整波束模式。这项技术可将能量集中在特定位置,从而大大提高目标探测能力。我们将重点放在对称 FDA 上,即频率增量在整个阵列中对称分布,从而将波束集中在特定区域。为了评估频率噪声对 FDA 的影响,我们利用 CRLB 来估计能量集中光斑大小的方差。根据噪声方差对能量光斑大小进行模拟建模,并计算出 CRLB。结果表明,随着频率噪声标准偏差的增大,光束尺寸的变化也会增大。由此得出的 CRLB 值有助于在实施 FDA 硬件时确定所需的噪声水平。另一方面,研究还发现,频率噪声增强了 FDA 聚焦光束的能力,因为光束的平均尺寸会随着噪声的增大而减小。可以利用这一现象在特定区域形成较小的能量光斑。
Analysis of Beam Pattern Variation Due to Frequency Noise in Frequency Diverse Array Using Cramér–Rao Bound and FDTD
We investigate the influence of frequency noise on the beam pattern within a frequency diverse array (FDA) utilizing the Cramér-Rao lower bound (CRLB). FDA radar offers an ability to adjust the beam pattern with distance as well as angle. This technology has the potential to significantly enhance target detection capabilities by concentrating energy on a specific location. We focus on symmetrical FDA, where the frequency increment is symmetrically distributed across the array, to focus a beam on a specific region. To assess the effect of frequency noise on a FDA, we utilize the CRLB to estimate the variance of the energy-concentrated spot size. Simulations are conducted to model the size of energy spot based on the noise variance, and the CRLB is calculated. It is observed that as the standard deviation of frequency noise increases, the variation of beam size also increases. The resulting CRLB value can help establish a required noise level when implementing FDA hardware. On the other hand, it is also found that the frequency noise enhanced the capability of FDA on concentrating a beam, as the average size of the beam decreases with noise. This phenomenon can be harnessed to create a smaller energy spot in a specific region.
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