Pub Date : 2024-09-27DOI: 10.1109/TAP.2024.3457168
Yiqing Sun;Hao-Tao Hu;Chi Hou Chan
This communication presents a wideband high-gain dual-polarized filtering patch antenna working in the millimeter-wave band. A Y-shaped feeding probe is proposed to excite the square patches. This novel feeding scheme provides a high-pass filtering response with a wide bandwidth. Four center-shorted C-shaped strips are loaded to increase the lower stopband’s suppression level and the passband’s radiation gain. While the suppression in the higher stopband is attributed to a stepped impedance substrate-integrated waveguide (SIW) feeding structure. Subsequently, a partially reflecting surface structure is designed for gain enhancement, forming a dual-polarized Fabry-Pérot Cavity (FPC) filtering antenna. When the two ports are respectively excited, the −10 dB impedance bandwidths are 21.9% and 18.5%, the measured peak gains reach 15.9 and 15.5 dBi, and the 3 dB gain bandwidths are 17.2% and 18.3%. Excellent rejection levels of better than 24 dB are achieved in the stopbands for both polarization states.
本文介绍了一种工作在毫米波频段的宽带高增益双极化滤波贴片天线。文中提出了一种 Y 形馈电探针来激励方形贴片。这种新颖的馈电方案可提供具有宽带宽的高通滤波响应。加载了四个中心短路的 C 形条,以提高低阻带的抑制水平和通带的辐射增益。而高阻带的抑制则归功于阶跃阻抗基底集成波导(SIW)馈电结构。随后,为了提高增益,设计了一个部分反射表面结构,形成了一个双极化法布里-佩罗腔(FPC)滤波天线。当两个端口分别激励时,-10 dB 阻抗带宽分别为 21.9% 和 18.5%,测量峰值增益分别达到 15.9 和 15.5 dBi,3 dB 增益带宽分别为 17.2% 和 18.3%。在两种极化状态下,止带的抑制水平都达到了优于 24 dB 的出色水平。
{"title":"Millimeter-Wave Wideband, High-Gain, Dual-Polarized Filtering Patch Antenna With Y-Shaped Probe and Shorted C-Shaped Strip","authors":"Yiqing Sun;Hao-Tao Hu;Chi Hou Chan","doi":"10.1109/TAP.2024.3457168","DOIUrl":"https://doi.org/10.1109/TAP.2024.3457168","url":null,"abstract":"This communication presents a wideband high-gain dual-polarized filtering patch antenna working in the millimeter-wave band. A Y-shaped feeding probe is proposed to excite the square patches. This novel feeding scheme provides a high-pass filtering response with a wide bandwidth. Four center-shorted C-shaped strips are loaded to increase the lower stopband’s suppression level and the passband’s radiation gain. While the suppression in the higher stopband is attributed to a stepped impedance substrate-integrated waveguide (SIW) feeding structure. Subsequently, a partially reflecting surface structure is designed for gain enhancement, forming a dual-polarized Fabry-Pérot Cavity (FPC) filtering antenna. When the two ports are respectively excited, the −10 dB impedance bandwidths are 21.9% and 18.5%, the measured peak gains reach 15.9 and 15.5 dBi, and the 3 dB gain bandwidths are 17.2% and 18.3%. Excellent rejection levels of better than 24 dB are achieved in the stopbands for both polarization states.","PeriodicalId":13102,"journal":{"name":"IEEE Transactions on Antennas and Propagation","volume":"72 11","pages":"8816-8821"},"PeriodicalIF":4.6,"publicationDate":"2024-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142540395","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-09-27DOI: 10.1109/TAP.2024.3465604
Qingquan Tan;Kuikui Fan;Weiliang Yu;Leilei Liu;Guo Qing Luo
A ultrawideband, high isolation dual-polarized endfire antenna is presented in this article. Based on the high isolation of the substrate integrated waveguide (SIW) and stripline, we innovatively developed an SIW-fed magnetoelectric (ME) dipole as the vertically polarized (VP) endfire antenna and a stripline-fed tapered slot antenna (TSA) as horizontally polarized (HP) endfire antenna. These two antennas realize ultrawide bandwidth and can share a radiation aperture. Meanwhile, the ME dipole acts as a parasitic structure, which greatly improves the impedance matching of the TSA in the working band. Due to this innovative design, the proposed dual-polarized endfire antenna realizes an operating bandwidth of 60% and a port isolation level exceeding 35 dB. To satisfy the requirements of 5G communication systems, we designed a multibeam antenna system composed of seven dual-polarized endfire antennas and a 3-D-printed Luneburg lens. The measured results indicate that the multibeam antenna achieves an overlapped bandwidth of 58% and a maximum gain of about 20.5 dBi. The gain variation within the scanning range of ±66° was less than 1 dB. With the merits of low cross-polarization, wideband, and high isolation, the presented dual-polarized antenna is an ideal candidate for 5G millimeter-wave (mmWave) systems.
{"title":"A Millimeter-Wave Dual-Polarized Endfire Antenna With Ultrawideband and High Isolation for 5G Multibeam Systems","authors":"Qingquan Tan;Kuikui Fan;Weiliang Yu;Leilei Liu;Guo Qing Luo","doi":"10.1109/TAP.2024.3465604","DOIUrl":"https://doi.org/10.1109/TAP.2024.3465604","url":null,"abstract":"A ultrawideband, high isolation dual-polarized endfire antenna is presented in this article. Based on the high isolation of the substrate integrated waveguide (SIW) and stripline, we innovatively developed an SIW-fed magnetoelectric (ME) dipole as the vertically polarized (VP) endfire antenna and a stripline-fed tapered slot antenna (TSA) as horizontally polarized (HP) endfire antenna. These two antennas realize ultrawide bandwidth and can share a radiation aperture. Meanwhile, the ME dipole acts as a parasitic structure, which greatly improves the impedance matching of the TSA in the working band. Due to this innovative design, the proposed dual-polarized endfire antenna realizes an operating bandwidth of 60% and a port isolation level exceeding 35 dB. To satisfy the requirements of 5G communication systems, we designed a multibeam antenna system composed of seven dual-polarized endfire antennas and a 3-D-printed Luneburg lens. The measured results indicate that the multibeam antenna achieves an overlapped bandwidth of 58% and a maximum gain of about 20.5 dBi. The gain variation within the scanning range of ±66° was less than 1 dB. With the merits of low cross-polarization, wideband, and high isolation, the presented dual-polarized antenna is an ideal candidate for 5G millimeter-wave (mmWave) systems.","PeriodicalId":13102,"journal":{"name":"IEEE Transactions on Antennas and Propagation","volume":"72 11","pages":"8251-8261"},"PeriodicalIF":4.6,"publicationDate":"2024-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142540472","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-09-27DOI: 10.1109/TAP.2024.3465840
Sotirios P. Sotiroudis;Mohammad A. Matin;Shaohua Wan;Christos Christodoulou;Sotirios K. Goudos
Machine Learning (ML) is extensively being used in order to tackle the problem of radio propagation. Besides the models that rely on tabular data, Deep Learning (DL)-based image-driven models have also emerged. However, significant uncertainty is associated with path loss (PL) forecasting and deterministic ML predictions should be combined with a model for predictive uncertainty. As a result, we take a probabilistic approach by estimating prediction intervals using a deep probabilistic framework. The probabilistic framework attempts to address the issue of conditional bias, which frequently characterizes deterministic ML predictions obtained through error minimization. This is accomplished by quantifying uncertainty, making probabilistic predictions, and incorporating robust optimization techniques into the modeling process. The work at hand fuses images and tabular data into a deep probabilistic ensemble (DPE). More precisely, natural gradient boosting (NGBoost) is being used in order to obtain probabilistic predictions from each input modality separately. These unimodal predictions are then ensembled for each estimation point, according to the inverse of their variance. The proposed model’s results show a significant performance boost against the single-mode predictions in terms of prediction error and uncertainty. To the best of our knowledge, this is the first time that images and tabular data are being combined on the basis of a probabilistically structured ensemble model for a PL modeling problem in electromagnetics.
机器学习(ML)被广泛用于解决无线电传播问题。除了依赖表格数据的模型外,还出现了基于深度学习(DL)的图像驱动模型。然而,路径损耗(PL)预测存在很大的不确定性,因此应将确定性 ML 预测与不确定性预测模型相结合。因此,我们采用了一种概率方法,利用深度概率框架来估计预测区间。概率框架试图解决条件偏差问题,而条件偏差是通过误差最小化获得的确定性 ML 预测的常见特征。具体做法是量化不确定性,进行概率预测,并将稳健优化技术纳入建模过程。目前的工作是将图像和表格数据融合到深度概率集合(DPE)中。更确切地说,我们正在使用自然梯度提升(NGBoost)技术,以便分别从每种输入模态获得概率预测。然后,这些单模态预测会根据其方差的倒数对每个估计点进行集合。从预测误差和不确定性方面来看,与单模态预测相比,所提议模型的结果显示出显著的性能提升。据我们所知,这是首次在概率结构集合模型的基础上结合图像和表格数据来解决电磁学中的 PL 建模问题。
{"title":"A Deep Probabilistic Machine Learning Approach to Ray Tracing Path Loss Prediction at 900 MHz","authors":"Sotirios P. Sotiroudis;Mohammad A. Matin;Shaohua Wan;Christos Christodoulou;Sotirios K. Goudos","doi":"10.1109/TAP.2024.3465840","DOIUrl":"https://doi.org/10.1109/TAP.2024.3465840","url":null,"abstract":"Machine Learning (ML) is extensively being used in order to tackle the problem of radio propagation. Besides the models that rely on tabular data, Deep Learning (DL)-based image-driven models have also emerged. However, significant uncertainty is associated with path loss (PL) forecasting and deterministic ML predictions should be combined with a model for predictive uncertainty. As a result, we take a probabilistic approach by estimating prediction intervals using a deep probabilistic framework. The probabilistic framework attempts to address the issue of conditional bias, which frequently characterizes deterministic ML predictions obtained through error minimization. This is accomplished by quantifying uncertainty, making probabilistic predictions, and incorporating robust optimization techniques into the modeling process. The work at hand fuses images and tabular data into a deep probabilistic ensemble (DPE). More precisely, natural gradient boosting (NGBoost) is being used in order to obtain probabilistic predictions from each input modality separately. These unimodal predictions are then ensembled for each estimation point, according to the inverse of their variance. The proposed model’s results show a significant performance boost against the single-mode predictions in terms of prediction error and uncertainty. To the best of our knowledge, this is the first time that images and tabular data are being combined on the basis of a probabilistically structured ensemble model for a PL modeling problem in electromagnetics.","PeriodicalId":13102,"journal":{"name":"IEEE Transactions on Antennas and Propagation","volume":"72 11","pages":"8728-8738"},"PeriodicalIF":4.6,"publicationDate":"2024-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142540393","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Reconfigurable intelligent surfaces (RISs) are of potential use in 5G/6G wireless communications due to their tunable electromagnetic (EM) parameters for flexible beam manipulations. Two important parameters for RIS design are the reflection coefficient of the RIS element and the scattering pattern of the RIS. To realize rapid design of RISs, we propose a zero-pole-based multiport model to calculate the reflection coefficients and scattering patterns of RISs in this work. Specifically, the developed model establishes an accurate mapping relation between the element reflection coefficient and the loads on multiple internal ports by using the multiport S-parameter matrix. Additionally, the vector fitting method is employed to reduce the time cost of data acquisition for multiport S-parameters, in which a hybrid sampling scheme is employed to accelerate computation speed while keeping high accuracy. Using this model, we further develop an efficient far-field pattern prediction and synthesis algorithm for large-scale RIS design based on the antenna radiation superposition principle. The feasibility of the proposed model is demonstrated by an example of 3-bit RIS design, where the simulation results agree well with the measurement.
{"title":"A Novel Design Approach Using Zero-Pole-Based Multiport Model for Reconfigurable Intelligent Surfaces","authors":"Zhen Zhang;Jun Wei Zhang;Ying Juan Lv;Hui Dong Li;Jiang Luo;Jun Wei Wu;Qiang Cheng","doi":"10.1109/TAP.2024.3463872","DOIUrl":"https://doi.org/10.1109/TAP.2024.3463872","url":null,"abstract":"Reconfigurable intelligent surfaces (RISs) are of potential use in 5G/6G wireless communications due to their tunable electromagnetic (EM) parameters for flexible beam manipulations. Two important parameters for RIS design are the reflection coefficient of the RIS element and the scattering pattern of the RIS. To realize rapid design of RISs, we propose a zero-pole-based multiport model to calculate the reflection coefficients and scattering patterns of RISs in this work. Specifically, the developed model establishes an accurate mapping relation between the element reflection coefficient and the loads on multiple internal ports by using the multiport S-parameter matrix. Additionally, the vector fitting method is employed to reduce the time cost of data acquisition for multiport S-parameters, in which a hybrid sampling scheme is employed to accelerate computation speed while keeping high accuracy. Using this model, we further develop an efficient far-field pattern prediction and synthesis algorithm for large-scale RIS design based on the antenna radiation superposition principle. The feasibility of the proposed model is demonstrated by an example of 3-bit RIS design, where the simulation results agree well with the measurement.","PeriodicalId":13102,"journal":{"name":"IEEE Transactions on Antennas and Propagation","volume":"72 11","pages":"8564-8574"},"PeriodicalIF":4.6,"publicationDate":"2024-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142540429","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-09-26DOI: 10.1109/TAP.2024.3464859
Zhengjie Huang;Yaqing Huang;Jie Wang;Liang Peng;Xiaojun Hu;Jianhua Ren;Huilong Yu;Dexin Ye
3-D air-like metamaterials (ALMs) appear omnidirectionally invisible in free space, which enables the possibility of material existence without involving any scattering to arbitrary incident electromagnetic (EM) waves. Due to their peculiar property, ALMs are quite interesting in microwave and optical engineering. However, the existing ALMs used to work with some predefined conditions, e.g., either incident polarization or operation bandwidth are limited, which prevents their implementation in wide practical applications. In this article, we present the design and measurement of a slab-type ALM, which is polarization-free and works in a couple of radar bands. This ALM is made by utilizing a full polarization compensation in 3-D, i.e., a multilayered structure with triangular constituents. The designed ALM possesses constitutive parameters identical to air in both X and Ku bands, adopting double Lorentz resonances. In the full-wave simulations, the ALM shows air-like scatteringless at around 8 and 13.5 GHz. In the experimental measurements, the ALM is nearly scatteringless in the same bands, with incident angles varying from 0° to 60° for both the vertical and horizontal polarizations. In-depth analysis shows that zero phase delay is introduced to the propagating waves, with the ALM being present. To the best of our knowledge, it is the first attempt to simultaneously break the polarization and bandwidth limitations of ALMs. The designed ALM would be a good candidate for facilitating superior antenna radomes, EM windows, as well as through-wall detections and communications.
{"title":"Dual-Band Air-Like Transparent Slab by Full Polarization Compensation","authors":"Zhengjie Huang;Yaqing Huang;Jie Wang;Liang Peng;Xiaojun Hu;Jianhua Ren;Huilong Yu;Dexin Ye","doi":"10.1109/TAP.2024.3464859","DOIUrl":"https://doi.org/10.1109/TAP.2024.3464859","url":null,"abstract":"3-D air-like metamaterials (ALMs) appear omnidirectionally invisible in free space, which enables the possibility of material existence without involving any scattering to arbitrary incident electromagnetic (EM) waves. Due to their peculiar property, ALMs are quite interesting in microwave and optical engineering. However, the existing ALMs used to work with some predefined conditions, e.g., either incident polarization or operation bandwidth are limited, which prevents their implementation in wide practical applications. In this article, we present the design and measurement of a slab-type ALM, which is polarization-free and works in a couple of radar bands. This ALM is made by utilizing a full polarization compensation in 3-D, i.e., a multilayered structure with triangular constituents. The designed ALM possesses constitutive parameters identical to air in both X and Ku bands, adopting double Lorentz resonances. In the full-wave simulations, the ALM shows air-like scatteringless at around 8 and 13.5 GHz. In the experimental measurements, the ALM is nearly scatteringless in the same bands, with incident angles varying from 0° to 60° for both the vertical and horizontal polarizations. In-depth analysis shows that zero phase delay is introduced to the propagating waves, with the ALM being present. To the best of our knowledge, it is the first attempt to simultaneously break the polarization and bandwidth limitations of ALMs. The designed ALM would be a good candidate for facilitating superior antenna radomes, EM windows, as well as through-wall detections and communications.","PeriodicalId":13102,"journal":{"name":"IEEE Transactions on Antennas and Propagation","volume":"72 11","pages":"8762-8771"},"PeriodicalIF":4.6,"publicationDate":"2024-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142540427","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Circularly polarized (CP) phased array antennas (PAAs) often face challenges in achieving wide element beams and axial ratio (AR) patterns simultaneously, thereby constraining their scanning ranges. To address this issue, this article introduces heterogeneous beam element (HBE) technology to the CP PAA design, proposing an offset segmented dielectric lens (OSDLs) beam tilting technology for implementing HBEs. By positioning the OSDL offset within the near-field region above one side of the element, the near-field region is partitioned into multiple segments with varying phase differences, achieving element beam tilting. The study provides a comprehensive analysis of the CP HBE PAA design, encompassing the CP element design with a wide spatial AR bandwidth and high isolation, as well as the principle and design guidelines of the OSDL beam tilting technology. Experimental results demonstrate a significant extension of the scanning range compared to the $4 times 4$