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2022 International Conference on Microwave and Millimeter Wave Technology (ICMMT)最新文献

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Optimization of Antenna Performance based on VAE-BPNN-PCA 基于VAE-BPNN-PCA的天线性能优化
Pub Date : 2022-08-12 DOI: 10.1109/ICMMT55580.2022.10023171
Kangning Peng, F. Xu
In this paper, a machine learning method combining variational auto-encoder (VAE) and back propagation network (BPNN) is proposed to predict the performance of a double-T monopole antenna, which is the return loss $(S_{11})$ in frequency 1.5-6GHz. Then the trained machine learning model can take the place of the traditional electromagnetic simulation software CST, to predict $S_{11}$ in a few seconds. Genetic algorithm (GA) is used to optimize $S_{11}$ in frequency band 2.4-3.0GHz and 5.15-5.6GHz. This method shows an accurate and efficient prediction performance for that the average prediction errors of training and testing samples for all frequency points are 1.08% and 1.07%, respectively. The optimized antenna performance based on VAE-BPNN-GA is almost in accordance with that acquired by CST, that is, the average prediction error for all frequency points is 1.20%, while occupying less computation time. VAE-BPNN-GA is also compared with PCA-BPNN-GA, and proved to have higher prediction accuracy.
本文提出了一种结合变分自编码器(VAE)和反向传播网络(BPNN)的机器学习方法来预测频率为1.5-6GHz的双t单极子天线的性能,即回波损耗$(S_{11})$。然后训练好的机器学习模型可以代替传统的电磁仿真软件CST,在几秒钟内预测出$S_{11}$。采用遗传算法对2.4 ~ 3.0 ghz和5.15 ~ 5.6 ghz频段的$S_{11}$进行优化。该方法具有准确、高效的预测性能,训练样本和测试样本对各频率点的平均预测误差分别为1.08%和1.07%。优化后的基于VAE-BPNN-GA的天线性能与CST获得的天线性能基本一致,即各频率点的平均预测误差为1.20%,且计算时间较少。并将vee - bpnn - ga与PCA-BPNN-GA进行了比较,证明其具有更高的预测精度。
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引用次数: 0
An Inversion Method of Dielectric Material Characteristics at Terahertz Band 一种太赫兹介质材料特性的反演方法
Pub Date : 2022-08-12 DOI: 10.1109/ICMMT55580.2022.10022450
L. Cheng, Fuwei Wu, Yang Zhou, Yuanji Li, Yuhao Yang, Dasheng Li, Lin Jin
Dielectric materials are widely used in various microwave, millimeter wave and terahertz devices. However, in the terahertz band, due to the factors such as expensive measurement instruments, many dielectric material characteristics are unknown, which makes the design of terahertz dielectric devices difficult. In this paper, a quasi-resonant material measurement method for the characteristics of dielectric materials is presented. Using the idea of lens antenna, the dielectric constant and the tangent of loss angle of dielectric at terahertz band are obtained by using the combined inversion of far-field measurement and full-wave simulation. Through the method of this paper, the dielectric constant and the loss tangent of Teflon near 216GHz has been obtained.
介电材料广泛应用于各种微波、毫米波和太赫兹器件中。然而,在太赫兹频段,由于测量仪器昂贵等因素,许多介电材料的特性是未知的,这给太赫兹介电器件的设计带来了困难。本文提出了一种测量介质材料特性的准谐振材料测量方法。采用透镜天线的思想,采用远场测量和全波模拟相结合的反演方法,得到了太赫兹波段的介电常数和介电损耗角的正切。通过本文的方法,得到了聚四氟乙烯在216GHz附近的介电常数和损耗正切。
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引用次数: 0
Research on Self-Sensing Smart Antenna with 2-D Switchable Beams 二维可切换波束自感知智能天线研究
Pub Date : 2022-08-12 DOI: 10.1109/ICMMT55580.2022.10022980
Xiaowan Li, Wei Zheng, Wenqi Jia, Junhong Wang
In this paper, a smart antenna with self-sensing capability and 2-D switchable beams is proposed. The antenna can automatically detect and switch its beam to track the user moving in 2-D environment, so that the user is always locating in an optimum state of radio wave coverage. The detecting system used in antenna employs microwave radar sensors to sense the target, and the controlling system uses the STM51 MCU to control the beam direction. The smart antenna in this paper uses a 2 $times 2$ microstrip patch array as the radiation structure and a compact 4 $times 4$ Butler matrix as the feeding network. The receiving power of the smart antenna system is measured in an indoor environment, which validates the efficiency of the design.
本文提出了一种具有自感知能力和二维可切换波束的智能天线。该天线能够自动检测并切换波束跟踪用户在二维环境中的移动,使用户始终处于无线电波覆盖的最佳状态。天线探测系统采用微波雷达传感器对目标进行感知,控制系统采用STM51单片机对波束方向进行控制。本文的智能天线采用2$ × 2$微带贴片阵列作为辐射结构,紧凑的4$ × 4$巴特勒矩阵作为馈电网络。在室内环境下测量了智能天线系统的接收功率,验证了设计的有效性。
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引用次数: 1
Miniaturized Aperture Dual-Polarized Folded-dipole Antenna 小型化口径双极化折叠偶极天线
Pub Date : 2022-08-12 DOI: 10.1109/ICMMT55580.2022.10023188
Hui Yang, Ting-Yuan Liu, Jiayue Jiang, Lu-yu Zhao, Yuanming Cai, H. Zhai
This article presents a miniaturized aperture dual-polarized folded-dipole antenna. The aperture is reduced by loading vertical metal columns (VMCs) in the four corners of the horizonal square radiator. At the same time, the impedance matching of the antenna with VMCs (VMC-ant) can be improved. Simulated results show that the proposed antenna can operate from 1.7 to 2.3 GHz with VSWRs $< mathbf{1}.mathbf{5}$. Stable antenna gain (about 7.8 dBi) is also achieved over the entire operating frequency band. Furthermore, the size of the proposed antenna is $mathbf{0}.mathbf{253}boldsymbol{lambda}_{mathbf{0}}times mathbf{0}.mathbf{253}boldsymbol{lambda}_{mathbf{0}}times mathbf{0}.mathbf{253}boldsymbol{lambda}_{mathbf{0}}$ ($boldsymbol{lambda}_{mathbf{0}}$ is the free-space wavelength at 2GHz). This design approach may provide a feasible solution to realize miniaturized aperture of antenna.
本文介绍了一种小型化口径双极化折叠偶极子天线。通过在水平方形散热器的四个角加载垂直金属柱(vmc)来减小孔径。同时,可以提高天线与vmc (VMC-ant)的阻抗匹配。仿真结果表明,该天线工作频率在1.7 ~ 2.3 GHz, VSWRs $< mathbf{1}.mathbf{5}$。稳定的天线增益(约7.8 dBi)也可以在整个工作频段内实现。此外,建议天线的尺寸为$mathbf{0}。 mathbf {253} boldsymbol{λ}_ { mathbf {0}} * mathbf{0}。 mathbf {253} boldsymbol{λ}_ { mathbf {0}} * mathbf{0}。mathbf{253}boldsymbol{lambda}_{mathbf{0}}$ ($boldsymbol{lambda}_{mathbf{0}}$是2GHz的自由空间波长)。该设计方法为实现天线孔径小型化提供了一种可行的解决方案。
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引用次数: 0
Design of a 1-bit 256-element Reconfigurable Transmitarray at Ka-band ka波段1位256元可重构发射阵列的设计
Pub Date : 2022-08-12 DOI: 10.1109/ICMMT55580.2022.10022451
Mengkai Xi, Ge Zhao, Lu-yu Zhao, Yuanming Cai
This paper presents the design and simulation procedure of a 1-bit 256-element linearly-polarized (LP) reconfigurable transmitarray antenna (RTA) in Ka-band. The RTA unit-cell (UC) size is $0.48 lambda times 0.48lambda times 0.11 lambda$, where a pair of p-in diodes are integrated to realize an 180° phase shift and thus a 1-bit discrete phase quantization is made. 3-D beam scanning is then realized by certain discrete phase distribution calculated by ray tracing method (RTM). According to full wave simulation results, the peak gain is 21.3dBi/21.5dBi in E/H-plane at 28GHz, respectively. Moreover, it has good beam scanning performance with scanning range of 45° in both E-plane and H-plane.
本文介绍了一种1位256元线极化可重构发射阵列天线(RTA)的设计和仿真过程。RTA单胞(UC)尺寸为0.48lambda 乘以0.48lambda 乘以0.11 lambda$,其中集成了一对p-in二极管以实现180°相移,从而实现1位离散相位量化。然后利用射线追踪法(RTM)计算出一定的离散相位分布,实现三维光束扫描。根据全波仿真结果,28GHz时E/ h平面的峰值增益分别为21.3dBi/21.5dBi。此外,它具有良好的波束扫描性能,在e面和h面扫描范围均为45°。
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引用次数: 0
Rice Identification and Classification System Based on SVM Algorithm 基于SVM算法的水稻识别分类系统
Pub Date : 2022-08-12 DOI: 10.1109/ICMMT55580.2022.10023270
Jiaxin Xu, Xuetian Wang, Hongmin Gao, Ziming Zhai, Runchao Li
Based on the spectral sensing and analysis technology, we designed and developed a rapid identification system for rice varieties based on the spectral characteristics analysis of rice of different varieties and origins, and integrated original parts such as light source, miniature spectral sensor, hardware development board, printer and display. The spectral data were filtered and classified using a support vector machine (SVM, support vector machine) classifier, and the recognition accuracy reached 98.41% when using the portable spectrometer in the device. The system includes two parts: software algorithm design and hardware device development. The final system realized the acquisition, transmission, processing and storage of spectral data. The operator interface of the rice type identification device was also designed and developed for real-time display of the spectral data measured by the microspectrometer and the rice type identification results.
基于光谱传感与分析技术,在分析不同品种、不同产地水稻光谱特征的基础上,设计开发了一套水稻品种快速识别系统,集成了光源、微型光谱传感器、硬件开发板、打印机、显示器等原装部件。采用支持向量机(SVM, support vector machine)分类器对光谱数据进行滤波分类,在设备中使用便携式光谱仪时,识别准确率达到98.41%。该系统包括软件算法设计和硬件设备开发两部分。最终系统实现了光谱数据的采集、传输、处理和存储。设计并开发了水稻品种鉴定装置的操作界面,实现了对显微光谱仪测得的光谱数据和水稻品种鉴定结果的实时显示。
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引用次数: 0
Management Node Selection Based On Lora Networking 基于Lora组网的管理节点选择
Pub Date : 2022-08-12 DOI: 10.1109/ICMMT55580.2022.10023101
Liu Peng, Li Bo, Huang Songqi, Yang Jinliang, C. Guannan
In the process of LoRa ad hoc network, the positions of nodes are random and may change, resulting in changes in the time when each node receives data, and data transmission and communication traffic in the network will also change accordingly. In order to achieve better network management, it is necessary to select a management node to manage the data communication function of the entire network, and further achieve the purpose of improving the networking efficiency of the star-shaped wireless ad hoc network. Therefore, this paper proposes a management node selection method, which determines a management node by calculating the minimum number of hops and the shortest distance (implemented by RSSI) for nodes to achieve network-wide communication. Simulation experiments and data analysis show that this method can effectively improve the efficiency of network management.
在LoRa ad hoc网络的过程中,节点的位置是随机的,可能会发生变化,导致每个节点接收数据的时间发生变化,网络中的数据传输和通信流量也会随之发生变化。为了实现更好的网络管理,需要选择一个管理节点来管理整个网络的数据通信功能,进一步达到提高星形无线自组网组网效率的目的。因此,本文提出了一种管理节点选择方法,通过计算节点的最小跳数和最短距离(RSSI实现)来确定一个管理节点,以实现全网通信。仿真实验和数据分析表明,该方法可以有效地提高网络管理效率。
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引用次数: 0
Dual-Band-Notched Frequency Selective Absorbers with Independent Notch-Band Tuning 具有独立陷波带调谐的双带陷波频率选择性吸收器
Pub Date : 2022-08-12 DOI: 10.1109/ICMMT55580.2022.10022617
X. Hao, Xianqi Lin, Zhe Chen, Yulei Yang, Jiaji Li, Xie Jinxiong
In this paper, A dual band notched frequency selective absorber (FSA) with independent tunable notch bands is proposed based on double-layered structures. The proposed FSA is composed of a two-layered metal structure with an air layer in between. At the top layer, a wideband absorber with the application of reciprocal principle achieves the absorption band from 6.03 to 16.92 GHz. At the bottom layer, a common frequency selective surface (FSS) lossless structure is used to perform the dual-band-notched property. Moreover, we present two methods to adjust notch bands with geometrically control and electrically control, the tunable range is about 5GHz and 2GHz respectively. The simulation results show that the proposed absorber has wide absorption band and the adjustability of two independent notch bands.
本文提出了一种基于双层结构的具有独立可调陷波带的双带陷波选频吸收器。拟议的FSA由两层金属结构组成,中间有空气层。在顶层,应用互易原理的宽带吸收器实现了6.03 ~ 16.92 GHz的吸收波段。在底层,采用通用频率选择表面(FSS)无损结构来实现双带陷波特性。此外,我们还提出了几何控制和电气控制两种调节陷波带的方法,可调范围分别约为5GHz和2GHz。仿真结果表明,该吸波器具有较宽的吸收带和两个独立陷波带的可调性。
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引用次数: 0
Design of Reflectance Measurement System for P-Band Portable Absorbing Materials p波段便携式吸波材料反射率测量系统设计
Pub Date : 2022-08-12 DOI: 10.1109/ICMMT55580.2022.10023041
Na Zhang, Yunpeng Zhang, E. Li, Xin Song
Based on the testing principle of the bow method, this paper changes the traditional semi-circular arc frame placed vertically into a horizontal straight line, and uses the dual-heel vivaldi antenna as the receiving and transmitting antenna, which is fixed at both ends of the same side of the frame. The test sample is placed in the near-field area of the receiving and transmitting antenna, and a P-band portable reflectivity test system for absorbing materials is built. The measured results can accurately present the reflectivity of different thickness absorbing materials, which verifies the reliability of the system test.
本文基于弓形法的测试原理,将传统垂直放置的半圆弧框架改为水平直线,采用双跟维瓦尔第天线作为接收和发射天线,固定在框架同侧两端。将测试样品放置在收发天线的近场区域,搭建了p波段便携式吸波材料反射率测试系统。测量结果能准确反映不同厚度吸波材料的反射率,验证了系统测试的可靠性。
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引用次数: 0
A Ka-Band SPDT Switch Utilizing Center-Tapped Inductor Resonance Network 一种利用中心抽头电感谐振网络的ka波段SPDT开关
Pub Date : 2022-08-12 DOI: 10.1109/ICMMT55580.2022.10022789
Yuxin Pan, Zhiqun Li
In this paper, a Ka-band single-pole double-throw (SPDT) with 1.6 dB insertion loss and 40 dB isolation is presented. The proposed SPDT RF switch utilizes a center-tapped inductor to resonate with the off-capacitor of the transistor. The SPDT is designed based on 65-nm CMOS process with a 0.03 mm2 core size. The simulated insertion loss of both two paths is below 1.7 dB within 26–35 GHz. The port-to-port isolation is larger than 22 dB with the highest 40 dB at 35 GHz. The input return loss and output return loss are larger than 16 dB and 14 dB, respectively. The simulated IP1dB is 9.09 dBm at 29 GHz.
本文提出了一种插入损耗1.6 dB、隔离度40 dB的ka波段单极双掷(SPDT)电路。所提出的SPDT射频开关利用中心抽头电感与晶体管的关闭电容共振。SPDT基于65纳米CMOS工艺设计,核心尺寸为0.03 mm2。仿真结果表明,在26 ~ 35 GHz范围内,两种路径的插入损耗均低于1.7 dB。端口对端口隔离大于22db,在35ghz时最大隔离为40db。输入回波损耗大于16db,输出回波损耗大于14db。在29 GHz时,模拟IP1dB为9.09 dBm。
{"title":"A Ka-Band SPDT Switch Utilizing Center-Tapped Inductor Resonance Network","authors":"Yuxin Pan, Zhiqun Li","doi":"10.1109/ICMMT55580.2022.10022789","DOIUrl":"https://doi.org/10.1109/ICMMT55580.2022.10022789","url":null,"abstract":"In this paper, a Ka-band single-pole double-throw (SPDT) with 1.6 dB insertion loss and 40 dB isolation is presented. The proposed SPDT RF switch utilizes a center-tapped inductor to resonate with the off-capacitor of the transistor. The SPDT is designed based on 65-nm CMOS process with a 0.03 mm2 core size. The simulated insertion loss of both two paths is below 1.7 dB within 26–35 GHz. The port-to-port isolation is larger than 22 dB with the highest 40 dB at 35 GHz. The input return loss and output return loss are larger than 16 dB and 14 dB, respectively. The simulated IP1dB is 9.09 dBm at 29 GHz.","PeriodicalId":211726,"journal":{"name":"2022 International Conference on Microwave and Millimeter Wave Technology (ICMMT)","volume":"96 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134303360","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
2022 International Conference on Microwave and Millimeter Wave Technology (ICMMT)
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