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Fast Filter-Antenna Design Method Accelerated With Physical-Inspired AI-Driven Forward Solver 基于物理启发的ai驱动前向求解器的快速滤波天线设计方法
IF 1.2 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-01-09 DOI: 10.1049/mia2.70082
Xingyi Liu, Feiyu Yang, Haoqian Deng, Kuiwen Xu, Yanyang Wang, Ning Xu, Hang Yang, Qingfeng Zhang

To meet various customised requirements for RF devices efficiently, a fast artificial intelligence (AI)-driven design method is proposed using a physically inspired forward solver with coupling matrix via the artificial neural network (ANN). Establishing the space mapping from the coarse model to the fine model through ANN enables the rapid and accurate acquisition of a large number of S-parameters of the filter under different geometric parameters. To improve the construction efficiency and performance of the forward solver, the mutual coupling matrix of the resonator (M matrix) is extracted from the S-parameters obtained as input of the surrogated model, which exhibits better robustness, convergence and training efficiency. Furthermore, by integrating with the AI-driven forward solver, the performance of the RF devices could be efficiently optimised according to the requirements with the heuristic algorithms. Simulation, comparison and experimental results all demonstrate that the designed RF filters and filter antennas accordingly exhibit high efficiency and excellent prediction accuracy at various operating frequencies and bandwidths, thus proving the effectiveness and practicality of the proposed optimisation method.

为了有效地满足射频器件的各种定制需求,提出了一种基于人工神经网络(ANN)的物理启发耦合矩阵前向求解器的快速人工智能(AI)驱动设计方法。通过人工神经网络建立从粗模型到细模型的空间映射,可以快速准确地获取不同几何参数下滤波器的大量s参数。为了提高前向求解器的构建效率和性能,从获得的s参数中提取谐振器的互耦矩阵(M矩阵)作为替代模型的输入,具有更好的鲁棒性、收敛性和训练效率。此外,通过与人工智能驱动的前向求解器相结合,利用启发式算法可以根据要求有效地优化射频器件的性能。仿真、比较和实验结果均表明,所设计的射频滤波器和滤波天线在各种工作频率和带宽下都具有较高的效率和较好的预测精度,从而证明了所提优化方法的有效性和实用性。
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引用次数: 0
A Feasibility Study to Practically Implement a High-Performance Circularly Polarised Antenna Array for Point-to-Point Wireless Communication 点对点无线通信高性能圆极化天线阵列的可行性研究
IF 1.2 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-01-02 DOI: 10.1049/mia2.70078
Mahdi Parvaneh, Hassan Zakeri, Gholamreza Moradi, Mohammad Alibakhshikenari, Bandar Alshammari, Chan Hwang See, Bal Virdee, Symon K. Podilchak, Ernesto Limiti

This article presents the design, fabrication and experimental validation of a compact linear series-fed microstrip antenna array with dual circular polarisation (CP) capability. The proposed structure consists of a 4×4 $4times 4$ slotted circular patch array excited via four microstrip lines using a coplanar proximity coupling technique. Dual-CP operation is achieved through two miniaturised and distinct microstrip power divider networks, enabling the generation of either left-hand or right-hand CP based on the excitation port. To maximise gain and efficiency, the design reduces feedline branching and employs optimised slotted patch elements, resulting in low power loss and high radiation efficiency. The antenna achieves a realised peak gain of 19.4 dBic across 12.2–12.7 GHz and a 3-dB axial ratio bandwidth from 11.9 to 13.1 GHz. Simulation and measurement results demonstrate excellent agreement. Thanks to its compact size, wide bandwidth, dual-CP functionality and high gain, the proposed antenna offers a promising solution for point-to-point wireless communication systems. Compared to existing multi- and single-layer microstrip-based CP arrays, this work introduces a simplified feed structure and improved performance, demonstrating clear advancement in antenna array design.

本文介绍了一种具有双圆极化(CP)能力的紧凑型线性串联馈电微带天线阵列的设计、制造和实验验证。该结构由一个4 × 4$ 4 × 4$开槽圆形贴片阵列组成,该贴片阵列采用共面接近耦合技术,通过四条微带线激发。双CP操作是通过两个小型化和不同的微带功率分压器网络实现的,可以根据激励端口产生左手或右手CP。为了最大限度地提高增益和效率,该设计减少了馈线分支,并采用了优化的开槽贴片元件,从而实现了低功耗和高辐射效率。该天线在12.2-12.7 GHz范围内实现了19.4 dBic的峰值增益,在11.9至13.1 GHz范围内实现了3 db的轴比带宽。仿真结果与实测结果吻合良好。由于其紧凑的尺寸,宽带宽,双cp功能和高增益,所提出的天线为点对点无线通信系统提供了一个有前途的解决方案。与现有的多层和单层微带CP阵列相比,该工作引入了简化的馈电结构和改进的性能,显示了天线阵列设计的明显进步。
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引用次数: 0
Coding 1-Bit Programmable Metasurface Based on Bayesian Learning With a Hierarchical Truncated Gaussian Mixture Prior Model 基于分层截断高斯混合先验模型贝叶斯学习的1位可编程元表面编码
IF 1.2 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-30 DOI: 10.1049/mia2.70079
Fang-Fang Wang, Yiqian Mao, Qing Huo Liu

Emerging programmable metasurface technologies enable flexible manipulation of electromagnetic waves. However, the instantaneous design of corresponding code sequences remains a challenging problem. In this paper, a fast and reliable coding strategy for 1-bit programmable metasurfaces is proposed. Under the assumption that the reflection amplitudes for both ‘0’ and ‘1’ coding states are equal to unity, the original coding problem is first formulated as a linear inverse problem. Since the phase difference between ‘0’ and ‘1’ coding states is approximately π ${uppi }$, such a prior information is then exploited for addressing the linear inverse problem. Specifically, a hierarchical truncated Gaussian mixture (TGM) prior model is adopted to account for the feature of the unknowns. Moreover, the variational expectation maximisation (VEM) along with the generalised approximate message passing (GAMP) is used for Bayesian inference, significantly reducing the computational complexity. Several numerical examples are presented to illustrate the potential of the proposed coding scheme.

新兴的可编程超表面技术使电磁波的灵活操作成为可能。然而,相应码序列的瞬时设计仍然是一个具有挑战性的问题。本文提出了一种快速可靠的1位可编程元表面编码策略。在假设“0”和“1”编码状态的反射振幅都等于单位的情况下,首先将原编码问题表述为线性逆问题。由于“0”和“1”编码状态之间的相位差约为π ${uppi}$,因此利用这种先验信息来解决线性逆问题。具体而言,采用分层截断高斯混合(TGM)先验模型来考虑未知数的特征。此外,将变分期望最大化(VEM)和广义近似消息传递(GAMP)用于贝叶斯推理,显著降低了计算复杂度。给出了几个数值例子来说明所提出的编码方案的潜力。
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引用次数: 0
The Wide-Band Multisection Wilkinson Power Divider Based on RGW for X- and Ku-Band Applications X波段和ku波段应用中基于RGW的宽带多段威尔金森功率分配器
IF 1.2 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-23 DOI: 10.1049/mia2.70070
Reza Afroozeh, Gholamreza Dadashzadeh, Mahdi Khoshhali Roudposhti

This paper presents the design, simulation and fabrication of a wideband Wilkinson power divider (WPD) based on ridge gap waveguide (RGW) technology for operation in the X- and Ku-band frequency range (8–18 GHz). This paper describes the theoretical foundation and design process of the RGW power divider, followed by the development of the overall divider in two configurations: waveguide-fed and coaxial fed. Optimisation techniques were utilised to finalise the divider for fabrication and testing. Challenges in designing waveguide transitions using multiple structural configurations are discussed. The final divider was tested and validated with measurement. Results indicate that S11, S22 and S33 are below −10 dB, output port isolation (S23 and S32) is below −15 dB and transmission coefficients (S21 and S31) are approximately −3.5 dB. In the final simulation process, the optimal values of the isolation resistors were determined based on both software-based and theoretical methods. Moreover, by evaluating the maximum electric field in the RGW structure, a higher estimated average power-handling capability was obtained compared with other technologies.

本文介绍了一种基于脊隙波导(RGW)技术的宽带威尔金森功率分压器(WPD)的设计、仿真和制作,该分压器工作在X和ku频段(8-18 GHz)。本文介绍了RGW功率分压器的理论基础和设计过程,随后开发了两种配置的整体分压器:波导馈电和同轴馈电。利用优化技术完成了分压器的制造和测试。讨论了使用多种结构配置设计波导跃迁所面临的挑战。最后对分压器进行了测试和测量验证。结果表明,S11、S22和S33的输出隔离度低于−10 dB,输出端口隔离度(S23和S32)低于−15 dB,传输系数(S21和S31)约为−3.5 dB。在最后的仿真过程中,分别采用软件和理论两种方法确定隔离电阻的最优值。此外,通过评估RGW结构的最大电场,与其他技术相比,获得了更高的估计平均功率处理能力。
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引用次数: 0
Low NF Active Quasi-Circulator Design Based on Noise Suppression Technique 基于噪声抑制技术的低NF有源准环行器设计
IF 1.2 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-18 DOI: 10.1049/mia2.70075
Zhan Chen, Chunxia Zhou, Wen Wu

In this paper, an active quasi-circulator (QC) exhibiting a low noise figure (NF) of 1.1 dB is presented, which is composed of two couplers, three connecting transmission lines (TLs) and a nonreciprocal stage. High isolation between transmitter (Tx) and receiver (Rx) ports can be obtained through two-path signal cancelation by precisely designing the amplitude and phase of the nonreciprocal stage, which is realised by an amplifier. To reduce the additional noise introduced by the amplifier, a noise suppression technique that exploits the inherent isolation of the coupler is employed. A QC is designed to validate our design approach, which achieves an operating bandwidth of 1.82–1.96 GHz with > 20-dB Tx–Rx isolation, a minimum in-band Tx-antenna (Ant) IL of 2.6 dB, an Ant-Rx IL of 0.9 dB and a NF of 1.1 dB.

提出了一种低噪声系数(NF)为1.1 dB的有源准环行器(QC),它由两个耦合器、三条连接的传输线(TLs)和一个非互易级组成。通过精确设计非互易级的幅值和相位,通过放大器实现双路信号对消,可以实现发送端(Tx)和接收端(Rx)端口之间的高度隔离。为了减少放大器引入的额外噪声,采用了利用耦合器固有隔离的噪声抑制技术。设计了一个QC来验证我们的设计方法,该设计方法实现了1.82-1.96 GHz的工作带宽,>; 20db Tx-Rx隔离,最小带内tx -天线(Ant) IL为2.6 dB, Ant- rx IL为0.9 dB, NF为1.1 dB。
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引用次数: 0
Single-Layer Fourth-Order SIW Filtering Antenna With Controllable Radiation Nulls 具有可控辐射零点的单层四阶SIW滤波天线
IF 1.2 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-13 DOI: 10.1049/mia2.70074
Yun-Qiu Li, Shi-Shan Qi, Shu-Yang Wan, Wen Wu

This paper proposes a filtering antenna utilising single-layer substrate-integrated waveguide (SIW) dual-mode cavities for 5G millimetre-wave user equipment. The first dual-mode cavity operates in TE110 and TE210 modes, generating a radiation null (RN) above the passband through cross-coupling, whereas the two hybrid modes of the other dual-mode cavity, excited together through a long slot, introduce another RN below the passband. The positions of two RNs can be independently controlled without an extra filtering circuit. The proposed single-layer fourth-order filtering antenna, designed with a centre frequency of 24.7 GHz, an impedance bandwidth of 5.67% and a maximum gain of 6.63 dBi, is well suited for 5G millimetre-wave systems. The measured results show a high degree of consistency with the simulated results.

本文提出了一种利用单层基板集成波导(SIW)双模腔的滤波天线,用于5G毫米波用户设备。第一个双模腔在TE110和TE210模式下工作,通过交叉耦合在通带上方产生辐射零(RN),而另一个双模腔的两个混合模式通过长槽一起激发,在通带下方引入另一个辐射零(RN)。两个RNs的位置可以独立控制,不需要额外的滤波电路。设计的单层四阶滤波天线中心频率为24.7 GHz,阻抗带宽为5.67%,最大增益为6.63 dBi,非常适合5G毫米波系统。实测结果与仿真结果具有较高的一致性。
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引用次数: 0
Circularly Polarised Stacked Patch Antennas for X-Band Uplink/Downlink CubeSat Communication Systems 面向x波段上行/下行链路立方体卫星通信系统的圆极化堆叠贴片天线
IF 1.2 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-10 DOI: 10.1049/mia2.70072
Muhammad Mubasshir Hossain, Syed Salman Kabir, Saeed I. Latif

In this article, multiple circularly polarised (CP) stacked patch antenna designs are proposed with different perturbation techniques that can be used in future CubeSat missions using NASA Near Earth Network (NEN) or Deep Space Network (DSN) ground stations. The stacked patches with different perturbations aim to optimise the axial ratio bandwidth of the antennas to cover both uplink and downlink frequency bands of NASA NEN/DSN. Combining the axial ratio bandwidth of the two stacked patches, proposed antennas can be made wideband or dual-band to replace multiple antenna systems for uplink and downlink communications. Proposed CP antennas provide the solution to overcome some of the major design challenges, such as antenna placement, limited space for solar cells and mass/volume constraints of CubeSats. The proposed antennas achieve axial ratio (AR) < ${< } $ 3 dB bandwidths of 1.2–1.33 GHz (16%–17%) covering the X band uplink and downlink frequencies of NASA NEN. A dual-band antenna covering the uplink and downlink of NASA DSN is also achieved using the stacked patch antenna design. Alongside a wide axial ratio bandwidth, the antennas also offer a wide axial ratio beamwidth (maximum achieved 140° $140{}^{circ}$) and high RHCP gain (maximum 8.05 dBic gain achieved) RHCP gain. Results of the proposed designs were validated through prototype fabrication and measurements.

在本文中,采用不同的摄动技术提出了多个圆极化(CP)堆叠贴片天线设计,可用于未来使用NASA近地网络(NEN)或深空网络(DSN)地面站的立方体卫星任务。叠加不同扰动的贴片旨在优化天线的轴向比带宽,以覆盖NASA NEN/DSN的上行和下行频段。结合两个堆叠贴片的轴向比带宽,可以制作宽带或双频天线,以取代上行和下行通信的多个天线系统。提出的CP天线提供了解决方案,克服了一些主要的设计挑战,如天线放置,太阳能电池的有限空间和立方体卫星的质量/体积限制。该天线实现了1.2-1.33 GHz(16%-17%)的轴向比(AR) < ${<} $ 3db带宽,覆盖了NASA NEN的X波段上行和下行频率。采用堆叠贴片天线设计,实现了覆盖NASA深空网络上下行链路的双频天线。除了宽轴比带宽外,天线还提供宽轴比波束宽度(最大可达140°$140{}^{circ}$)和高RHCP增益(最大可达8.05 dBic增益)RHCP增益。通过样机制作和测量验证了所提出设计的结果。
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引用次数: 0
Design and Analysis of a 2.45 GHz Microwave-Assisted Marble Drilling System With Near-Field Focused Radiation for Enhanced Material Processing 基于近场聚焦辐射的2.45 GHz微波辅助大理石钻孔系统设计与分析
IF 1.2 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-04 DOI: 10.1049/mia2.70061
Eser Can, Adnan Kaya, Ismail Akdag, Caner Murat, Irfan Kaya

This study investigates the application of microwave-assisted drilling systems as an alternative to conventional mechanical drilling for marble processing. By utilising microwave energy at a frequency of 2.45 GHz, this research demonstrates how microwave radiation can effectively soften marble surfaces, reduce required drilling force, and improve surface quality. Two specialised microwave probes, Reflector Microwave Drilling Design (R-MDD) and Microwave Drilling Design-Empty Center (MDD-EC), were designed and tested to optimise the energy transfer and thermal impact on different marble types, specifically Burdur Beige and Keciborlu Angel White. Through a combination of simulation (CST Studio Suite) and experimental analysis, electric field intensity, temperature distribution, and drilling depth have been evaluated. Results indicate that microwave-assisted drilling significantly decreases burr formation and enhances drilling efficiency by generating focused thermal zones within the marble. Additionally, the MDD-EC probe's hollow conductor design allows integration with supplementary devices such as vacuum motors to manage waste discharge during drilling. This work concludes that microwave-assisted systems offer a promising cost-effective solution for hard dielectric materials in the marble industry, with potential applications extending to other high-melting-point materials.

本研究探讨了微波辅助钻孔系统作为传统机械钻孔在大理石加工中的替代应用。通过利用频率为2.45 GHz的微波能量,本研究展示了微波辐射如何有效地软化大理石表面,减少所需的钻孔力,并改善表面质量。两个专门的微波探针,反射微波钻孔设计(R-MDD)和微波钻孔设计-空中心(MDD-EC),被设计和测试,以优化不同大理石类型的能量传递和热影响,特别是Burdur Beige和Keciborlu Angel White。通过模拟(CST Studio Suite)和实验分析相结合,对电场强度、温度分布和钻井深度进行了评估。结果表明,微波辅助钻孔通过在大理岩内部产生集中热区,显著减少毛刺的形成,提高钻孔效率。此外,MDD-EC探头的空心导体设计允许与真空马达等辅助设备集成,以管理钻井过程中的废物排放。这项工作的结论是,微波辅助系统为大理石工业中的硬介电材料提供了一种有前途的经济有效的解决方案,并有可能扩展到其他高熔点材料。
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引用次数: 0
A Design Method of Reconfigurable Frequency Selective Surface Based on Image Generation and Database Establishment 基于图像生成和数据库建立的可重构频率选择曲面设计方法
IF 1.2 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-04 DOI: 10.1049/mia2.70067
Haotian Zhou, Lan Lu, Jun Ding

A method of batch generation of frequency selective surface structure is proposed in this paper. The method of random image generation and random diode insertion position is used to generate a database through a large number of automatic calculations to replace manual design by screening high-performance cells. This method can achieve most of the possible indicators of FSS, significantly reduce the manual workload and shorten the design cycle.

提出了一种频率选择表面结构的批量生成方法。采用随机图像生成和随机二极管插入位置的方法,通过大量的自动计算生成数据库,通过筛选高性能单元来代替人工设计。该方法可以实现FSS的大部分可能指标,显著减少人工工作量,缩短设计周期。
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引用次数: 0
Slow-Wave HMSIW-SSPP Leaky-Wave Antenna With Phase-Shift Asymmetric Coupling for Continuous Beam Scanning 连续波束扫描相移非对称耦合慢波HMSIW-SSPP漏波天线
IF 1.2 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-12-04 DOI: 10.1049/mia2.70071
Yiming Zhang, Yuxi Liu, Sailing He

A compact leaky-wave antenna (LWA) with innovative phase-shift asymmetric coupling for continuous beam scanning is presented. The antenna utilises a slow-wave half-mode substrate integrated waveguide with spoof surface plasmon polaritons (SW-HMSIW-SSPP) transmission line structure to achieve ultra-compact dimensions in both longitudinal and lateral directions. The radiation characteristic is achieved using sinusoidal modulation on the SSPP structure. To enable continuous beam scanning through broadside, a novel and simple phase-shift asymmetric coupling method is developed by placing sinusoidally modulated patches with π/2 phase shift on the metallised blind via-hole arrays. This approach effectively suppresses the open stopband (OSB) and enables continuous beam scanning from backward to forward directions without radiation degradation at broadside. A prototype of the proposed LWA is fabricated and characterised. The measured results demonstrate that the antenna with 12 unit-cells operates over a wide frequency range from 14.3 to 20.5 GHz with continuous beam scanning from −40° to +30°, while maintaining an ultra-compact aperture of only 6.67 λ0 × 0.27 λ0.

提出了一种用于连续波束扫描的紧凑型漏波天线(LWA)。该天线采用带欺骗表面等离子激元(SW-HMSIW-SSPP)传输线结构的慢波半模衬底集成波导,实现了纵向和横向的超紧凑尺寸。在SSPP结构上使用正弦调制来实现辐射特性。为了实现光束的连续扫描,提出了一种简单的相移非对称耦合方法,即在金属化盲孔阵列上放置具有π/2相移的正弦波调制贴片。这种方法有效地抑制了开阻带(OSB),并实现了从向后到向前的连续波束扫描,而在侧面没有辐射退化。制作了所提出的LWA原型并对其进行了表征。测量结果表明,该天线在14.3 ~ 20.5 GHz的宽频率范围内工作,连续波束扫描范围为−40°~ +30°,同时保持了6.67 λ0 × 0.27 λ0的超紧凑孔径。
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引用次数: 0
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