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Autoformer-Driven Convolutional Perfectly Matched Layer for 2D HIE-FDTD Method 自成形驱动的卷积完美匹配层二维高频时域有限差分法
IF 1.2 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-10-22 DOI: 10.1049/mia2.70059
Yexin Li, Xinjun Hu, Jing Wang, Kuiwen Xu, Ning Xu

An innovative deep-learning driven convolutional perfectly matched layer (CPML) integrated into the hybrid implicit-explicit finite-difference time-domain (HIE-FDTD) method is proposed to improve the efficiency of open-region electromagnetic simulations. The Autoformer neural network is introduced to replace the conventional multi-layer CPML structure. Both the computational domain size and algorithmic complexity are reduced since only a single-layer boundary layer is involved in the new model. Benefiting from the time series decomposition and sparse attention mechanism, the wave absorption efficacy of the proposed model is significantly improved without backward cumulative errors. Through a column-stacked data acquisition approach, the Autoformer-based CPML is compatible with both the FDTD and HIE-FDTD frameworks. The time step size of this proposed method is only determined by the coarse grid size, thereby extending the applicability of intelligent absorption boundaries beyond traditional FDTD limits. Numerical examples demonstrate that this method markedly improves computational efficiency while maintaining excellent wave absorption performance. Additionally, results confirm the method's robustness in complex scenarios, including multi-material, multi-source and multi-scale environments.

为了提高开区电磁仿真的效率,提出了一种创新的将深度学习驱动的卷积完美匹配层(CPML)集成到隐式-显式时域有限差分(hive - fdtd)混合方法中。引入自变形神经网络取代传统的多层CPML结构。由于新模型只涉及单层边界层,从而减小了计算域的大小和算法复杂度。得益于时间序列分解和稀疏注意机制,该模型的吸波效果显著提高,且无向后累积误差。通过列堆叠数据采集方法,基于autoformer的CPML与FDTD和HIE-FDTD框架兼容。该方法的时间步长仅由粗网格大小决定,从而将智能吸收边界的适用性扩展到传统FDTD限制之外。数值算例表明,该方法在保持良好的吸波性能的同时,显著提高了计算效率。此外,结果证实了该方法在复杂场景下的鲁棒性,包括多材料、多源和多尺度环境。
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引用次数: 0
Tunable IDC Phase Shifter Based on Semiautomated Deposition of Graphene 基于石墨烯半自动化沉积的可调谐IDC移相器
IF 1.2 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-10-05 DOI: 10.1049/mia2.70058
Warda Saeed, Muhammad Yasir

In this work, a graphene-based tunable phase shifter is proposed which deploys a semiautomated procedure for graphene deposition leading to a high-quality graphene transfer. The deposited graphene's complex impedance values are extracted from measured transmission coefficient values in the X band. Analysis of different widths of graphene is performed for better understanding of the microwave properties of graphene. It is evident that by decreasing the width of graphene, the impedance of graphene decreases, making it more conductive for lower widths. In order to observe the microwave tunable behaviour of graphene, varying DC biasing voltages are applied and the variation of transmission coefficients are measured. From the extracted values of complex impedance of graphene, it is observed that graphene possesses significant reactance variation, something that is not considered in literature. The reactance variation can be exploited in the variation of the phase of microwave signals. The reactance variation of graphene is further enhanced for increased phase variation by deploying it with an Interdigitated Capacitor (IDC). The IDC graphene phase shifter provides a phase variation of 60° with negligible amplitude variation at 9 GHz.

在这项工作中,提出了一种基于石墨烯的可调谐移相器,该移相器部署了一种半自动的石墨烯沉积程序,可实现高质量的石墨烯转移。沉积的石墨烯的复阻抗值是从X波段测量的透射系数值中提取的。为了更好地理解石墨烯的微波特性,对不同宽度的石墨烯进行了分析。很明显,通过减小石墨烯的宽度,石墨烯的阻抗减小,使其在较低宽度下更具导电性。为了观察石墨烯的微波可调谐行为,施加不同的直流偏置电压并测量透射系数的变化。从石墨烯的复阻抗提取值可以看出,石墨烯具有显著的电抗变化,这是文献中没有考虑到的。电抗的变化可以用于微波信号的相位变化。通过将石墨烯与交叉电容(IDC)一起部署,石墨烯的电抗变化进一步增强,以增加相位变化。IDC石墨烯移相器在9 GHz时提供60°的相位变化,幅度变化可以忽略不计。
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引用次数: 0
A Coplanar Stripline Filter With Out-of-Band Absorption for Wideband Operation 宽带工作带外吸收共面带状线滤波器
IF 1.2 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-10-02 DOI: 10.1049/mia2.70057
Jiaqian Cui, Zhao-An Ouyang, Lei Zhu

This article presents a coplanar stripline (CPS) reflectionless filter that integrates out-of-band absorption, exploring a novel configuration that promotes applications of reflectionless filters. By taking advantage of the CPS structure, the CPS absorptive resonator is initially proposed and studied to keep lossless transmission at its resonance and produce sufficient absorption at complementary frequencies. Next, a wide passband is achieved when introducing broadside coupling between two back-to-back CPS absorptive resonators. To guide the design, a transmission-line model representing the wideband CPS reflectionless filter is developed so that the wideband synthesis can be used to obtain all the circuit parameters for the specified transfer function. Subsequently, a 4th-order prototype is implemented. Simulated results reveal the filter achieves good impedance matching across the entire band with significantly reduced out-of-band reflection. Finally, the prototype is fabricated with transitions at its external ports. The de-embedded results in measurement are found in good agreement with the simulated ones, validating its compact size, wide reflectionless range, and efficient design process.

本文提出了一种集成带外吸收的共面带状线(CPS)无反射滤波器,探索了一种促进无反射滤波器应用的新结构。利用CPS结构,初步提出并研究了CPS吸收谐振器在其共振处保持无损传输,并在互补频率处产生足够的吸收。接下来,在两个背靠背的CPS吸收谐振器之间引入宽侧耦合时,实现了宽通带。为了指导设计,建立了代表宽带CPS无反射滤波器的传输在线模型,利用宽带综合可以获得指定传递函数的所有电路参数。随后,实现了一个四阶原型。仿真结果表明,该滤波器在整个带内实现了良好的阻抗匹配,带外反射明显降低。最后,在其外部端口处制作具有过渡的原型。测量结果与仿真结果吻合较好,验证了其体积小、无反射范围宽、设计过程高效等优点。
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引用次数: 0
An Adaptive Five-Element Array Antenna Based on Miniaturised Polarisation-Insensitive Absorptive Metamaterial for Anti-Jamming Applications 一种用于抗干扰的小型化极化不敏感吸收超材料自适应五元天线
IF 1.2 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-20 DOI: 10.1049/mia2.70056
Guanjun Wang, Xusheng Tang, Fengyi Huang, Chaochao Ren, Huan Liu

This paper proposes a polarisation-insensitive absorptive metamaterial unit cell that achieves a perfect absorption of circularly polarised (CP) incident waves. To overcome the miniaturisation limitations inherent in conventional metamaterial designs, an innovative approach employing a sandwiched configuration with cladding layers is introduced. This approach approximates perfect electric conductor (PEC) boundary conditions, enabling the truncation of the bulky periodic structure into a one-dimensional wall-type absorptive metamaterial (WAM). To mitigate mutual coupling under stringent aperture constraints, four WAM screens are integrated concentrically around the central element of a compact five-element array antenna featuring sub-wavelength element spacing (0.4λ) at the GPS L1 frequency. Both simulations and experimental results demonstrate inter-element mutual coupling suppression of less than −23 dB between the central and peripheral elements, alongside a peak realised gain improvement exceeding 3 dB for the central element. The WAM-enhanced adaptive five-element array achieves a maximum improvement of 4 dB in anti-jamming capability.

本文提出了一种对圆偏振入射波具有完全吸收性能的偏振不敏感吸收超材料单元电池。为了克服传统超材料设计固有的小型化限制,介绍了一种采用包层夹层结构的创新方法。这种方法近似于完美的电导体(PEC)边界条件,能够将笨重的周期结构截断为一维壁型吸收超材料(WAM)。为了减轻严格孔径限制下的相互耦合,在GPS L1频率下,四个WAM屏幕集中集成在紧凑的五元阵列天线的中心元件周围,该天线具有亚波长元件间距(0.4λ)。仿真和实验结果都表明,中心元件和外围元件之间的元件间相互耦合抑制小于- 23 dB,同时中心元件的峰值实现增益提高超过3 dB。wam增强自适应五元阵列的抗干扰能力最大提高了4 dB。
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引用次数: 0
Validation of Atmospheric Ducts Inversion Using Automatic Identification System Signals at Sea 基于自动识别系统信号的海上大气管道反演验证
IF 1.2 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-16 DOI: 10.1049/mia2.70051
Wenlong Tang, Hui Hu, Shangfu Liu, Bin Tian

In order to verify the feasibility of atmospheric duct inversion method using automatic identification system signal in the actual sea area, a sea experiment was carried out. The signal acquisition system of portable high sensitivity civil automatic identification system is developed, and the receiving and processing process of automatic identification system signal is analysed. The sea experiment scheme and main experiment equipment are given, and the collected experiment data are processed and analysed. Finally, the method of atmospheric duct inversion using automatic identification system signal is verified by the measured data. Atmospheric duct inversion is an inverse problem, which requires the use of various optimisation algorithms to optimise the duct parameters in order to obtain the characteristic parameter information of the duct. In this paper, the Lévy flight quantum-behaved particle swarm optimisation algorithm and the deep learning algorithm are respectively used to invert the atmospheric duct parameters. The results show that there is little difference between the inverted duct parameters and the true duct parameters, which verifies the feasibility of using the automatic identification system signal to invert the atmospheric duct.

为了验证利用自动识别系统信号进行大气风道反演方法在实际海域的可行性,进行了海上实验。研制了便携式高灵敏度民用自动识别系统的信号采集系统,分析了自动识别系统信号的接收和处理过程。给出了海上实验方案和主要实验设备,并对收集到的实验数据进行了处理和分析。最后,通过实测数据验证了利用自动识别系统信号反演大气风道的方法。大气风道反演是一个逆问题,需要利用各种优化算法对风道参数进行优化,以获得风道的特征参数信息。本文分别采用lsamvy飞行量子粒子群优化算法和深度学习算法对大气风道参数进行反演。结果表明,倒转风管参数与真实风管参数相差不大,验证了利用自动识别系统信号倒转大气风管的可行性。
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引用次数: 0
Chaotic System-Inspired Microwave Absorbers: Sakarya Attractor in Electromagnetic Design 混沌系统激发的微波吸收器:电磁设计中的Sakarya吸引子
IF 1.2 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-15 DOI: 10.1049/mia2.70055
Berker Colak, Oguzhan Akgol, Fikret Alpay Teksen, Mertcan Oral, Fatih Ozkan Alkurt, Mehmet Bakir, Ahmet Sertol Koksal, Omer Isik, Muharrem Karaaslan

Microwave absorbers play a critical role in controlling electromagnetic wave propagation, especially in stealth technology and EMI shielding applications. In this work, we introduce a novel microwave absorber design inspired by the Sakarya chaotic system, which offers broadband and enhanced absorption properties. The proposed absorber structure exhibits distinct fractal geometries that enhance polarisation and angular stability using chaotic attractor-based patterns. The design process entails generating chaotic datasets from the Sakarya attractor, transforming them into fractal patterns via the Julia set, and fabricating the final structure using resistive ink by a screen printing method on an FR-4 substrate. Numerical simulations and experimental measurements verify the high absorption efficiency of the structure over a wide frequency range, demonstrating the potential of chaotic attractor-based designs to enhance electromagnetic absorption performance and offer innovative applications in stealth technology.

微波吸收器在控制电磁波传播方面起着至关重要的作用,特别是在隐身技术和电磁干扰屏蔽应用中。在这项工作中,我们介绍了一种受Sakarya混沌系统启发的新型微波吸收器设计,它提供了宽带和增强的吸收特性。所提出的吸收结构表现出独特的分形几何形状,使用混沌吸引子为基础的模式增强极化和角稳定性。设计过程需要从Sakarya吸引子生成混沌数据集,通过Julia集将其转换为分形图案,并通过丝网印刷方法在FR-4基板上使用电阻油墨制造最终结构。数值模拟和实验测量验证了该结构在宽频率范围内的高吸收效率,展示了基于混沌吸引子的设计在提高电磁吸收性能和隐身技术创新应用方面的潜力。
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引用次数: 0
Millimetre-Wave Microstrip Patch Antenna With Stable Wide Beamwidth for Wide-Angle Scanning 用于广角扫描的稳定宽波束宽度毫米波微带贴片天线
IF 1.2 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-13 DOI: 10.1049/mia2.70047
Lei Wang, Guo Xing Xu, Hai Yang Yao, Zhao Feng Chen, Wei Bin Kong, Feng Zhou

A millimetre-wave (mm-wave) microstrip patch antenna with a stable wide beamwidth is proposed for a wide-angle scanning phased array. The proposed antenna element is achieved by loading four semi-open parasitic elements around the stacked patch. The four semi-open parasitic elements can generate two pairs of stable antiphase current radiation sources to achieve a stable rotated ‘8’-shaped pattern, which can obtain wide-beamwidth radiation patterns when it is synthesised with the broadside radiation pattern produced by the stacked patch. Further, the coupling between the parasitic elements and the driven patch producing the lower reflection zero is weaker than that between the parasitic patch producing the upper reflection zero. Therefore, the proposed antenna can achieve a stable wide beamwidth over wide frequency ranges. The generation of the rotated ‘8’-shaped pattern is theoretically analysed. An eight-element E-plane scanning linear antenna array based on the proposed antenna element is demonstrated for the potential application in a wide-angle scanning phased array. The simulated and measured results show that the main beam can scan from −75° to 75° with a gain fluctuation < 3 dB under a 10-dB fractional bandwidth of 16.7%.

提出了一种具有稳定宽波束宽度的毫米波微带贴片天线,用于广角扫描相控阵。所提出的天线元件是通过在堆叠贴片周围加载四个半开放的寄生元件来实现的。四个半开放寄生元件可产生两对稳定的反相电流辐射源,实现稳定的旋转“8”型图,与堆叠贴片产生的宽侧辐射图合成后可获得宽波束宽度的辐射图。此外,寄生元件与产生下反射零的驱动贴片之间的耦合要弱于产生上反射零的寄生贴片之间的耦合。因此,该天线可以在较宽的频率范围内实现稳定的宽波束宽度。从理论上分析了旋转“8”形图案的产生。基于该天线单元的八元e平面扫描线性天线阵列在广角扫描相控阵中具有潜在的应用前景。仿真和实测结果表明,在10db分数带宽为16.7%的情况下,主波束扫描范围为- 75°~ 75°,增益波动为3 dB。
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引用次数: 0
Enhanced Gain Through a Novel Approach to Designing a Composite SWB Antenna-FSS 一种设计复合SWB天线的新方法- fss增强增益
IF 1.2 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-10 DOI: 10.1049/mia2.70045
Hamed Joudaki, Amir Saman Nooramin
<p>In this paper, we propose a novel dual-layered frequency selective surface (FSS) with a unit cell dimension (length <span></span><math> <semantics> <mrow> <mo>×</mo> </mrow> <annotation> ${times} $</annotation> </semantics></math> width <span></span><math> <semantics> <mrow> <mo>×</mo> </mrow> <annotation> ${times} $</annotation> </semantics></math> thickness) of <span></span><math> <semantics> <mrow> <mn>30</mn> <mi>λ</mi> <mo>×</mo> <mn>30</mn> <mi>λ</mi> <mo>×</mo> <mn>1.8</mn> <mi>λ</mi> </mrow> <annotation> $30lambda times 30lambda times 1.8lambda $</annotation> </semantics></math>, operating over a frequency range of 0.5–14.1 GHz (187%) (<span></span><math> <semantics> <mrow> <mi>λ</mi> </mrow> <annotation> $lambda $</annotation> </semantics></math> represents the wavelength at 8.3 GHz). The designed FSS achieves a transmission coefficient of less than <span></span><math> <semantics> <mrow> <mo>−</mo> <mn>10</mn> <mtext>dB</mtext> </mrow> <annotation> ${-}10text{dB}$</annotation> </semantics></math> and a reflection coefficient greater than <span></span><math> <semantics> <mrow> <mo>−</mo> <mn>1</mn> <mtext>dB</mtext> </mrow> <annotation> ${-}1text{dB}$</annotation> </semantics></math>, demonstrating adequate angular stability from <span></span><math> <semantics> <mrow> <mn>0</mn> <mo>°</mo> </mrow> <annotation> $0{}^{circ}$</annotation> </semantics></math> to <span></span><math> <semantics> <mrow> <mn>45</mn> <mo>°</mo> </mrow> <annotation> $45{}^{circ}$</annotation> </semantics></math> in both transverse electric (TE) and transverse magnetic (TM) polarisation planes. This FSS is capable of reflecting waves with a linearly decreasing reflection phase profile, which facilitates the unification of a bidirectional ultra-wideband (UWB) antenna with the proposed FSS. Instead of relying on trial and error, we systematically addressed the challenges as
在本文中,我们提出了一种新的双层频率选择表面(FSS),其单位胞尺寸(长度× ${times} $宽度× ${times} $厚度)为30 λ × 30λ × 1.8 λ $30lambda 乘以30lambda 乘以1.8lambda $,工作频率范围为0.5-14.1 GHz (187%) (λ $lambda $表示8.3 GHz的波长)。设计的FSS传输系数小于−10 dB ${-}10text{dB}$,反射系数大于−1 dB ${-}1text{dB}$。在横向电(TE)和横向磁(TM)极化平面上,从0°$0{}^{circ}$到45°$45{}^{circ}$具有足够的角稳定性。该FSS能够反射具有线性递减反射相位轮廓的波,这有利于双向超宽带(UWB)天线与所提出的FSS的统一。我们不再依赖于试错,而是系统地解决了与现有设计相关的挑战,考虑了它们的弱点,以实现最佳性能。为了展示所提出的结构的能力,它与UWB天线一起进行了测试,该天线在0.7-13.2 GHz范围内(180%)显示出5.1-9.8 dBi的改进和稳定的增益曲线,增益增加1.5-3.6 dBi,覆盖0.7-13.7 GHz(181%)的带宽。
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引用次数: 0
Adaptive Double Pulse Dual Coprime Frequency Diverse Array Multiple Input Multiple Output Radar for Enhanced Range, Angle and Doppler Estimation 用于增强距离、角度和多普勒估计的自适应双脉冲双素数变频阵列多输入多输出雷达
IF 1.2 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-05 DOI: 10.1049/mia2.70054
Umair Hafeez Khan, Abdul Basit, Nauman Anwar Baig, Wasim Khan, Muhammad Adeel Khan Jadoon

In this paper, we propose a Double Pulse-based Dual Coprime Frequency Diverse Array Multiple Input Multiple Output (DCFDA-MIMO) radar for enhanced target parameter estimation, including range, angle, and Doppler. The proposed model employs an unstructured approach for parameter estimation using the recently developed DCFDA-MIMO radar, which has garnered significant attention due to its superior target resolution compared to traditional Frequency Diverse Array MIMO (FDA-MIMO) radar. Because most conventional designs rely on a structured approach using a single pulse, conventional FDA-MIMO radar suffers from increased computational complexity due to multiple signal classification (MUSIC) and strong coupling between range and angle parameters. To address these challenges, we introduce an efficient, low-complexity method that effectively reduces range-angle coupling and improves target parameter estimation. Unlike existing techniques, the proposed approach uses the Double Pulse method, transmitting the first pulse without frequency increments to estimate the angle. In contrast, the second pulse incorporates suitable frequency increments to estimate range and Doppler separately by incorporating the estimated angle information. Monte Carlo simulations validate that the proposed DCFDA-MIMO-based Double Pulse method significantly improves target parameter estimation in terms of signal-to-noise ratio (SNR), signal-to-interference-and-noise ratio (SINR), and Cramér–Rao lower bound (CRLB) compared to existing array structures.

在本文中,我们提出了一种基于双脉冲的双主频变阵多输入多输出(DCFDA-MIMO)雷达,用于增强目标参数估计,包括距离,角度和多普勒。该模型采用了一种非结构化的参数估计方法,使用了最近开发的DCFDA-MIMO雷达,由于与传统的频变阵列MIMO (FDA-MIMO)雷达相比,DCFDA-MIMO雷达具有更高的目标分辨率,因此受到了广泛关注。由于大多数传统设计依赖于使用单个脉冲的结构化方法,传统的FDA-MIMO雷达由于多重信号分类(MUSIC)以及距离和角度参数之间的强耦合而增加了计算复杂性。为了解决这些问题,我们引入了一种高效、低复杂度的方法,有效地减少了距离-角度耦合并改进了目标参数估计。与现有技术不同,该方法采用双脉冲方法,在不增加频率的情况下发射第一个脉冲来估计角度。相反,第二脉冲通过结合估计的角度信息,结合适当的频率增量来分别估计距离和多普勒。Monte Carlo仿真验证了所提出的基于dcfda - mimo的双脉冲方法与现有阵列结构相比,在信噪比(SNR)、信噪比(SINR)和cramsamro - rao下界(CRLB)方面显著提高了目标参数估计。
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引用次数: 0
Half-Wavelength Uncertainty Compensated Accurate Estimation of Dielectric Constant of Low-Loss Dielectrics at GHz Frequencies 半波长不确定补偿低损耗介质在GHz频率下介电常数的精确估计
IF 1.2 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-03 DOI: 10.1049/mia2.70030
Virendra S. Chauhan

The presented paper addresses the divergence issue of Nicholson–Ross–Weir (NRW) algorithm encountered during the electrical characterisation of half-wavelength or thicker low-loss dielectric materials. To overcome this limitation, an S21-parameter-based extraction method is proposed for determining the complex permittivity of low-loss dielectrics in rectangular waveguide and free-space measurement environments at GHz frequencies. The iterative Newton method, supported by an initial guess, is employed for permittivity extraction. Explicitly formulated equations suitable for broadband iterative computations are presented. Measurements on a variety of low-loss dielectric material specimens in both rectangular waveguide and free-space measurement environments in X-band are demonstrated to ascertain the accuracy and stability of extraction procedure. Root-Mean-Square-Error (RMSE) calculations across the frequency band, along with comparisons to other reported extraction techniques are presented to demonstrate accuracy improvements. Furthermore, the uncertainties associated with the extracted complex permittivity in different measurement environments are analysed and discussed.

本文解决了在半波长或较厚的低损耗介质材料的电特性表征过程中遇到的尼科尔森-罗斯-韦尔(NRW)算法的发散问题。为了克服这一限制,提出了一种基于s21参数的提取方法,用于确定GHz频率下矩形波导和自由空间测量环境下低损耗介质的复介电常数。在初始猜想的支持下,采用迭代牛顿法提取介电常数。给出了适合宽带迭代计算的显式公式。在矩形波导和x波段自由空间测量环境下对多种低损耗介质样品进行了测量,以确定提取方法的准确性和稳定性。整个频带的均方根误差(RMSE)计算,以及与其他报道的提取技术的比较,展示了精度的改进。此外,还分析和讨论了在不同测量环境下与提取的复介电常数相关的不确定度。
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引用次数: 0
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Iet Microwaves Antennas & Propagation
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