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Microwave Pulse Train Generation With Flexibly Controllable Interpulse Phase in Time-Delayed Coupled Broadband Optoelectronic Oscillator 延时耦合宽带光电振荡器中脉冲间相位灵活可控的微波脉冲序列生成
IF 4.5 1区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-11-13 DOI: 10.1109/TMTT.2025.3631010
Huan Tian;Li Su;Weiqiang Lyu;Ziwei Xu;Wei Du;Yujia Li;Lingjie Zhang;Zhiyao Zhang;Yong Liu;Tao Zhu
High-coherent microwave pulse accumulation enables the significant enhancement of faint target detection capability. With the urban low-altitude economy burgeoning, pulse detection sources with long-term stability and flexibly encodable interpulse phase are effective in addressing increasingly complex electromagnetic environments. Optoelectronic oscillators (OEOs) are typical high- $Q$ dissipative nonlinear resonant loops, which provide excellent testbeds for microwave temporal dissipative soliton (MTDS) generation with ultrashort pulse widths and ultrahigh coherence. Here, we propose a novel paradigm for achieving interpulse phase control of MTDSs in an externally excited time-delayed coupled OEO loop. Through employing amplitude-encoded sawtooth-wave pulses as the excitation signal, both synchronous and asynchronous pulsating of the MTDSs is achieved, enabling precise interpulse phase control in the nonlinear OEO loop. The simulation and experimental results reveal the approximately linear mapping relationship between the excitation amplitude difference and the interpulse phase with a tunable range over 0– $2pi $ . Significantly, the coherent accumulation results in excellent suppression ratios of the external interference signal, and the noise floor indicates the good coherence and phase stability of the generated pulses, which provides a robust solution for phase-programmable coherent microwave pulse generation in high-performance target detection.
高相干微波脉冲积累可以显著增强微弱目标探测能力。随着城市低空经济的蓬勃发展,具有长期稳定和脉冲间相位可灵活编码的脉冲探测源可以有效地应对日益复杂的电磁环境。光电子振荡器是典型的高Q耗散非线性谐振回路,为产生具有超短脉冲宽度和超高相干性的微波时间耗散孤子(MTDS)提供了良好的实验平台。在这里,我们提出了一种新的范例来实现外部激励时滞耦合OEO环路中mtds的脉冲间相位控制。通过采用幅度编码锯齿波脉冲作为激励信号,实现了mtds的同步和异步脉动,实现了非线性OEO环路的精确脉间相位控制。仿真和实验结果表明,激励幅值差与脉冲间相位之间存在近似线性的映射关系,其可调范围在0 ~ 2pi $之间。值得注意的是,相干积累导致了对外部干扰信号的良好抑制比,噪声本底表明产生的脉冲具有良好的相干性和相位稳定性,为高性能目标检测中相位可编程相干微波脉冲的产生提供了鲁棒解决方案。
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引用次数: 0
Dynamic Impedance Embedding Amplitude-/Phase-Independent Programmable Metasurface for SWIPT Beamforming 用于SWIPT波束形成的动态阻抗嵌入与幅度/相位无关的可编程超表面
IF 4.5 1区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-11-12 DOI: 10.1109/TMTT.2025.3627908
Shaofeng Zhang;Xiangjin Ma;Jiaqi Han;Qifan Li;Song Zhang;Zhenyu Liu;Yicen Li;Haixia Liu;Long Li
This article presents an amplitude-/phase-independent programmable metasurface (A/PIPMS) that achieves decoupled transmission-amplitude and phase control using only embedded p-i-n diodes. The unit-cell features two U-slot patches serving as receiver and transmitter, with a p-i-namp and two p-i-nphs diodes integrated into their respective layers. Leveraging dynamic impedance embedding (DIE) technology, amplitude and phase modulation of transmission are achieved by controlling the magnitude and direction of the dc within these embedded p-i-n diodes. A rectangular waveguide experiment was performed to further validate the effectiveness of the proposed unit element. The experimental results show that a 1-bit phase resolution and 3-bit amplitude resolution are achieved from 5.6 to 5.8 GHz. To further verify the effectiveness of DIE technology, we fabricate a $16times 16$ unit-cell array prototype and performed measurements in a standard microwave anechoic chamber. Experimental results show that the A/PIPMS achieves beam scanning up to 55° and a programmable low sidelobe pattern. In addition, Ring-Airy beams with different curvatures are realized to provide dynamic focal distances and obstacle-avoidance regions for wireless power transfer (WPT) scenarios. The communication and WPT links are also established and verified, respectively. These results demonstrate that the proposed A/PIPMS offers a promising beamforming solution for simultaneous wireless information and power transfer (SWIPT) in low-altitude uncrewed aerial vehicle (UAV) scenarios.
本文提出了一种与幅度/相位无关的可编程超表面(A/PIPMS),该超表面仅使用嵌入式p-i-n二极管即可实现传输幅度和相位的解耦控制。该单元具有两个u型槽贴片作为接收器和发射器,一个p-i-namp和两个p-i-nphs二极管集成到各自的层中。利用动态阻抗嵌入(DIE)技术,通过控制这些嵌入式p-i-n二极管内直流的幅度和方向来实现传输的幅度和相位调制。通过矩形波导实验进一步验证了所提单元元件的有效性。实验结果表明,在5.6 ~ 5.8 GHz范围内实现了1位的相位分辨率和3位的幅度分辨率。为了进一步验证DIE技术的有效性,我们制造了一个16 × 16$的单元阵列原型,并在标准微波消声室中进行了测量。实验结果表明,A/PIPMS可实现55°波束扫描和可编程低旁瓣方向图。此外,实现了不同曲率的环艾里波束,为无线电力传输(WPT)场景提供动态焦距和避障区域。还分别建立和验证通信和WPT链路。这些结果表明,所提出的A/PIPMS为低空无人驾驶飞行器(UAV)场景中同时无线信息和电力传输(SWIPT)提供了一种有前途的波束形成解决方案。
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引用次数: 0
An X-Band Wireless Repeater Based on Reconfigurable Intelligent Surface With Control, Computing, and Networking 一种基于可重构智能面、控制、计算和网络的x波段无线中继器
IF 4.5 1区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-11-11 DOI: 10.1109/TMTT.2025.3628385
Chenyang Meng;Zhendong Wang;Jun Yang;Hao Chen;Yin Li;Guangyin Feng;Xiu Yin Zhang
A wireless repeater system based on a reconfigurable intelligent surface (RIS) is proposed, which features low-power control, intelligent computation, and Wi-Fi connectivity. The RIS employs a 2-bit reconfigurable reflectarray (RRA) with two radio frequency (RF) switches to control the current path of each element for 2-bit phase shifting. A distributed and integrated control scheme is adopted, dividing the RRA into multiple regions with predefined power and signal lines, reducing control complexity and allowing operation with only a single power supply. A dedicated main–secondary RIS control system is developed for efficient and flexible control, based on a heterogeneous field-programmable gate array (FPGA)-ESP32 architecture. Besides, a custom-designed software based on a state-machine model with a dedicated attention (AT) command set for the RIS data repeater is proposed. As a proof of concept, a RIS-based wireless repeater with a $20times 20$ RRA was fabricated and tested, achieving 18.3 dBi gain and ±60° beam scanning. Experiments are conducted to evaluate the real-time beam reconstruction capability, with the entire process taking 900950 ms. The system is further validated through quadrature phase shift keying (QPSK) communication at a carrier frequency of 11.3 GHz over a distance of 100 m, achieving a maximum data rate of 10 Mbps. The proposed RIS-based wireless repeater is a promising solution for various applications, including vehicular networks, low-altitude platforms, and smart agriculture.
提出了一种基于可重构智能面(RIS)的无线中继器系统,该系统具有低功耗控制、智能计算和Wi-Fi连接等特点。RIS采用2位可重构反射阵列(RRA)和两个射频(RF)开关来控制每个元件的电流路径,实现2位相移。采用分布式集成控制方案,将RRA划分为多个区域,使用预定义的电源线和信号线,降低了控制复杂性,并允许在单一电源下运行。基于异构现场可编程门阵列(FPGA)-ESP32架构,开发了一种专用的主次RIS控制系统,以实现高效灵活的控制。此外,提出了一种基于状态机模型的RIS数据中继器专用注意命令集定制软件。作为概念验证,制作并测试了基于ris的无线中继器,其增益为18.3 dBi,波束扫描为±60°。实验评估了实时波束重建能力,整个过程耗时900950 ms。该系统通过在100米距离上以11.3 GHz载波频率进行正交相移键控(QPSK)通信进一步验证,最大数据速率达到10 Mbps。提出的基于ris的无线中继器是一种有前途的解决方案,适用于各种应用,包括车载网络、低空平台和智能农业。
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引用次数: 0
Photonics-Based Automatic Modulation and State Recognition System for Multifunction Radar 基于光子的多功能雷达自动调制与状态识别系统
IF 4.5 1区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-11-11 DOI: 10.1109/TMTT.2025.3628636
Zhouyang Pan;Dan Zhu;Yanghaolin Cao;Ping Li;Fuhui Zhou;Shilong Pan
Radar modulation and state recognition for multifunction radar (MFR) play a vital role in electronic warfare systems. However, in wideband scenarios, traditional digital radar recognition systems are challenged by the massive data volume, making it difficult to achieve wideband, real-time, and high-precision recognition. To address this challenge, a photonics-based parameter measurement model is proposed to simultaneously map time, phase, and frequency parameters of wideband radar signals into low-rate electrical measurement pulses, whose amplitude and timing features are used for radar feature extraction. A two-stage learning back-end is introduced to automatically classify the radar states. By uniting the ultrafast photonics-based feature extraction front-end with the attention-driven neural inference, the proposed system transcends digitization limits and maximizes situational-awareness accuracy. A proof-of-concept experiment is conducted. The proposed work successfully recognizes nine modulation types and five states within a 19–29-GHz frequency range, with SNR varying from −20 to 19 dB. The required sampling rate is significantly reduced from 58 GSa/s to 150 MSa/s, and the computational complexity is reduced from 26 427 to 64.98 GFLOPs.
多功能雷达的雷达调制和状态识别在电子战系统中起着至关重要的作用。然而,在宽带场景下,传统的数字雷达识别系统受到海量数据量的挑战,难以实现宽带、实时、高精度的识别。为了解决这一挑战,提出了一种基于光子学的参数测量模型,将宽带雷达信号的时间、相位和频率参数同时映射为低速率电测量脉冲,并利用其幅度和时序特征提取雷达特征。引入两阶段学习后端对雷达状态进行自动分类。通过将基于超快光子的特征提取前端与注意力驱动的神经推理相结合,该系统超越了数字化的限制,最大限度地提高了态势感知的准确性。进行了概念验证实验。所提出的工作成功识别了19 - 29 ghz频率范围内的9种调制类型和5种状态,信噪比从- 20到19 dB不等。所需的采样率从58 GSa/s显著降低到150 MSa/s,计算复杂度从26 427降低到64.98 GFLOPs。
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引用次数: 0
Deep-Learning-Based Transcranial Quantitative Microwave-Induced Thermoacoustic Tomography for Dual Reconstruction of Dielectric and Acoustic Properties 基于深度学习的经颅定量微波热声层析成像介电和声学特性双重重建
IF 4.5 1区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-11-11 DOI: 10.1109/TMTT.2025.3622320
Dantong Liu;Zehao Zhang;Yifeng Wang;Yunxiao Zhao;Qizhi Wang;Yuanming Shi;Pingqiang Zhou;Xiong Wang
Cerebral disease has always been a major threat to human health, of which hemorrhagic stroke poses one of the greatest dangers. As a novel imaging modality, microwave-induced thermoacoustic tomography (MITAT) serves as a potential noninvasive, time and cost-effective technique to detect cerebral diseases. However, the traditional MITAT technique can only provide qualitative rather than quantitative information of tissues, which limits biomedical applications of MITAT. In this article, a deep-learning-enabled MITAT (DL-MITAT) brain imaging approach is presented to perform transcranial quantitative dual reconstruction of dielectric and acoustic properties of the brain tissues. We design a novel network architecture to extract the tissue properties and mitigate the acoustic inhomogeneity issue caused by the skull. With sufficient simulation and ex vivo experimental testing, we demonstrate that this method can effectively recover the quantitative dielectric constant, conductivity, and speed of sound (SOS) distributions of the applied brain models in a transcranial manner. Different cases are studied to test the generalization ability of the proposed approach. This is the first reported work that can simultaneously and quantitatively reconstruct both the dielectric and acoustic properties. This work provides a viable pathway for transcranial quantitative reconstruction of brain tissues’ dielectric properties and SOS, which is very meaningful for cerebral disease diagnosis. The proposed DL-MITAT technique holds the potential to alleviate the acoustic distortion issue due to the skull-induced acoustic inhomogeneity.
脑疾病一直是人类健康的主要威胁,其中出血性中风是最大的危险之一。作为一种新的成像方式,微波热声断层扫描(MITAT)是一种潜在的无创、快速、经济的脑疾病检测技术。然而,传统的MITAT技术只能提供组织的定性信息而不能提供定量信息,这限制了MITAT在生物医学上的应用。在本文中,提出了一种基于深度学习的MITAT (DL-MITAT)脑成像方法,用于对脑组织的介电和声学特性进行经颅定量双重重建。我们设计了一种新的网络结构来提取组织特性,并减轻头骨引起的声学不均匀性问题。通过充分的仿真和离体实验测试,我们证明了该方法可以有效地恢复经颅应用脑模型的定量介电常数、电导率和声速(SOS)分布。研究了不同的实例来验证所提方法的泛化能力。这是首次报道的可以同时定量地重建介电和声学特性的工作。本工作为经颅脑组织介电特性和SOS定量重建提供了一条可行途径,对脑部疾病的诊断具有重要意义。所提出的DL-MITAT技术有可能缓解由于颅骨引起的声不均匀性而引起的声失真问题。
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引用次数: 0
A 65-nm CMOS mm-Wave Blocker-Tolerant Digital Receiver Array 65纳米CMOS毫米波容错数字接收机阵列
IF 4.5 1区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-11-11 DOI: 10.1109/TMTT.2025.3628958
Erez Zolkov;Yuval Ginzberg;Nimrod Ginzberg;Emanuel Cohen
This article presents a 28-GHz four-element blocker-tolerant digital receiver (RX) array. Each RX achieves high out-of-band (OOB) blocker tolerance with negligible performance and power penalty by utilizing a highly linear, single-stage inverter low-noise amplifier (LNA), followed by an $N$ -path mixer with tunable filtering properties and a baseband (BB) transimpedance amplifier (TIA) for linearity enhancement. Several mm-Wave RXs and LNAs architectures are presented and compared, and mm-Wave $N$ -path mixers design tradeoffs are discussed. The RX array chip was fabricated in TSMC 65-nm CMOS process, occupying an active area of $6.44~text {mm}^{2}$ . The chip was mounted on a custom board with patch antennas for system measurements. In our implementation, each RX achieves a <4-dB noise figure (NF), with an RX gain of 40-dB per chain, in-band (IB) IIP3 of −20- and −3.5-dBm B1dB at a 500-MHz offset, while drawing a total power of 85.8 mW, at a frequency range of 22–31 GHz. Dynamic measurements with modulated IB and an OOB signals demonstrate −40-dB error vector magnitude (EVM) for −12-dBm blocker power. Over-the-air (OTA) measurements showcase up to ±60° reception angle, with spatial tolerance achieved with beam-nulling capability, improving signal-to-interference-and-noise ratio (SINR) from −6 to 31 dB.
本文提出了一种28ghz四元容错数字接收机(RX)阵列。每个RX通过使用一个高度线性的单级逆变低噪声放大器(LNA),然后是一个具有可调滤波特性的$N$路混频器和一个基带(BB)跨阻放大器(TIA)来增强线性度,从而实现高带外(OOB)阻滞器容限,性能和功率损失可以忽略不计。介绍和比较了几种mm-Wave rx和lna架构,并讨论了mm-Wave $N$路径混频器的设计权衡。RX阵列芯片采用台积电65nm CMOS工艺制造,有效面积为$6.44~text {mm}^{2}$。该芯片被安装在一个定制的电路板上,带有贴片天线,用于系统测量。在我们的实现中,每个RX实现了<4 db噪声系数(NF),每链RX增益为40 db,带内(IB) IIP3在500 mhz偏移时为- 20和- 3.5 dbm B1dB,而在22-31 GHz频率范围内的总功率为85.8 mW。调制IB和OOB信号的动态测量表明,对于- 12 dbm阻挡功率,误差矢量幅度(EVM)为- 40 db。空中(OTA)测量显示了高达±60°的接收角,具有空间容差,具有波束零化能力,将信噪比(SINR)从- 6提高到31 dB。
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引用次数: 0
An RFID-Based Guided Control Node for Batteryless Reconfigurable RF Architectures 基于rfid的无电池可重构射频结构引导控制节点
IF 4.5 1区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-11-10 DOI: 10.1109/TMTT.2025.3627440
Francesco Lestini;Alessandro DiCarlofelice;Piero Tognolatti;Gaetano Marrocco;Cecilia Occhiuzzi
This article introduces a passive reconfiguration strategy for RF networks based on radio frequency identification (RFID) integrated circuits (ICs) embedded within guided-wave structures. Each RFID IC is repurposed as a batteryless, addressable dc voltage source capable of biasing RF components, such as varactors and GaAs switches. Unlike conventional over-the-air (OTA) architectures, the proposed approach eliminates tag antennas by integrating the ICs directly into microwave transmission lines, where power, control, and signal share the same RF path. A dedicated multichip test platform is developed to experimentally characterize the IC behavior in this novel configuration, evaluating impedance variation, activation thresholds, and output stability. Measurements on a commercial RFID chip demonstrate reliable operation with only −15 dBm of incident RF power, and sufficient dc output to drive over 1000 GaAs SPST switches or 10 000 varactors. To validate the concept, a fully passive, four-element monopole array operating at 900 MHz is demonstrated, where each element is gated by an RFID-controlled SPST switch. The array performs beam steering through selective element activation, using a single RF feed to simultaneously energize the array, power the ICs, and transmit EPC Gen2 control commands.
本文介绍了一种基于射频识别(RFID)集成电路嵌入导波结构的射频网络无源重构策略。每个RFID IC都被重新用作无电池、可寻址的直流电压源,能够偏置RF组件,如变容管和砷化镓开关。与传统的空中传输(OTA)架构不同,该方法通过将ic直接集成到微波传输线中,从而消除了标签天线,在微波传输线中,电源、控制和信号共享同一RF路径。开发了一个专用的多芯片测试平台,以实验方式表征这种新配置下的IC行为,评估阻抗变化,激活阈值和输出稳定性。在商用RFID芯片上的测量表明,可靠的操作只有- 15 dBm的入射射频功率,并有足够的直流输出来驱动超过1000个GaAs SPST开关或10000个变容管。为了验证该概念,演示了一个工作在900 MHz的全无源四元单极子阵列,其中每个元件由rfid控制的SPST开关进行门控。该阵列通过选择性元件激活执行波束控制,使用单个射频馈电同时为阵列供电,为ic供电,并传输EPC Gen2控制命令。
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引用次数: 0
A W-Band FMCW Radar Transceiver Supporting Broadband Modulation in 65-nm CMOS for Intelligent Transportation System Applications 一种支持65纳米CMOS宽带调制的w波段FMCW雷达收发器,用于智能交通系统
IF 4.5 1区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-11-05 DOI: 10.1109/TMTT.2025.3621072
Shengjie Wang;Jiangbo Chen;Quanyong Li;Jingwen Xu;Wenyan Zhao;Nayu Li;Huaicheng Zhao;Xiaokang Qi;Yen-Cheng Kuan;Gaopeng Chen;Chunyi Song;Qun Jane Gu;Zhiwei Xu
A W-band frequency-modulated continuous-wave (FMCW) radar, implemented in 65-nm CMOS, is proposed for intelligent transportation system (ITS) applications in this article. The system integrates four transmitters (TXs) and four receivers (RXs), along with a frequency synthesizer and a local oscillator (LO) distribution network. Both the low-noise amplifier (LNA) and the power amplifier (PA) adopt multistage cascaded topologies with magnetically coupled resonators (MCRs) to enable broadband operation. An ultrawideband class-B mixer, implemented with only an active switching core, supports continuous operation from 20 to 110 GHz. Furthermore, an LO distribution network featuring three cascaded frequency doublers achieves frequency octupling from an 11–13-GHz synthesizer, enabling wide-bandwidth (BW) modulation. Under the default configuration, the four TX and RX channels achieve a maximum TX output power of 13.4 dBm with 12.8% drain efficiency, an RX conversion gain (CG) of 64.4 dB, a minimum RX $text {NF}_{text {ssb}}$ of 8.4 dB, an RX in-band (IB) IP1dB from −49.4 to −43.6 dBm @3 MHz offset, and an RX out-of-band (OOB) IP1dB from −17 to −11.1 dBm at 10-kHz offset across 90–98 GHz. The measured phase noise is −94.06 dBc/Hz at 1-MHz offset with a 90.4-GHz carrier. The root-mean-square (rms) error is 3.52 MHz (0.044%) for a sawtooth chirp with an 8-GHz range and a 20-MHz/ $mu $ s chirp rate. Each TX/RX element consumes 208.5/76.5 mW, respectively, and the entire chip occupies a $4.5times 3.8$ mm2 area. To validate the radar operation, a slot substrate-integrated waveguide (SIW) antenna array, with a flip-chip chip-scale package (FCCSP) transceiver, is designed and fabricated on a Rogers 3003G2 PCB. The multiple-input–multiple-output (MIMO) radar prototype achieves a distance resolution of 2.85 cm and an angular resolution of 13° with a field of view (FOV) of 144°.
本文提出了一种基于65nm CMOS的w波段调频连续波(FMCW)雷达,用于智能交通系统(ITS)的应用。该系统集成了四个发射器(TXs)和四个接收器(RXs),以及一个频率合成器和一个本地振荡器(LO)分配网络。低噪声放大器(LNA)和功率放大器(PA)都采用多级级联拓扑与磁耦合谐振器(mcr),以实现宽带操作。一个超宽带b类混频器,实现只有一个有源交换核心,支持从20到110 GHz的连续工作。此外,具有三个级联倍频器的LO分配网络实现了11 - 13 ghz合成器的频率八倍,实现了宽带(BW)调制。在默认配置下,4个TX和RX通道的最大TX输出功率为13.4 dBm,漏极效率为12.8%,RX转换增益(CG)为64.4 dB,最小RX $text {NF}_{text {ssb}}$为8.4 dB, RX带内(IB) IP1dB在- 49.4至- 43.6 dBm @3 MHz偏移,RX带外(OOB) IP1dB在- 17至- 11.1 dBm之间。在90.4 ghz载波的1mhz偏置下,测量相位噪声为- 94.06 dBc/Hz。对于8 ghz范围和20 MHz/ $mu $ s啁啾率的锯齿啁啾,均方根误差为3.52 MHz(0.044%)。每个TX/RX元件的功耗分别为208.5/76.5 mW,整个芯片的面积为4.5 × 3.8 mm2美元。为了验证雷达的工作,在罗杰斯3003G2 PCB上设计并制造了带有倒装芯片芯片级封装(FCCSP)收发器的槽基板集成波导(SIW)天线阵列。多输入多输出(MIMO)雷达原型实现了2.85 cm的距离分辨率和13°的角分辨率,视场(FOV)为144°。
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引用次数: 0
Broadband Flexible Sensor for Microwave Dielectric Spectroscopy of Liquids in Vials 用于小瓶液体微波介电光谱的宽带柔性传感器
IF 4.5 1区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-11-04 DOI: 10.1109/TMTT.2025.3624149
Benyamin Harkinezhad;Tomislav Markovic;Robin Evans;Kamran Ghorbani;Efstratios Skafidas;Dominique Schreurs
Microwave dielectric spectroscopy (MDS) is a powerful technique for analyzing the electromagnetic properties of biological substances, offering advantages over lower-frequency methods such as impedometry, which are prone to concentration polarization effects. While flexible MDS sensors and broadband MDS sensors have been independently demonstrated, no prior work has successfully combined both capabilities into a single platform. In this work, we present the first flexible, broadband MDS sensor capable of measuring the complex permittivity of biological liquids directly within their original vials, across a frequency range of 2– $19{,}$ GHz. The novelty of this sensor is enabled by a theoretical framework that describes the excitation of waveguide modes in cylindrical coplanar waveguides (CCPWs). By accurately modeling the influence of these modes on the device’s scattering parameters, we establish a reliable method for extracting the complex permittivity of liquid samples contained within standard laboratory vials. The sensor’s mechanical flexibility allows it to conform to vials of varying shapes and sizes, facilitating noninvasive, contactless measurements. This feature is particularly advantageous for hazardous materials, where minimizing human exposure is essential, and for sensitive biological samples, which are susceptible to contamination if transferred from the containers in which they were originally collected. The proposed sensor addresses key limitations of existing MDS platforms, providing a safe, accurate, and practical solution for broadband dielectric characterization of biological and chemical substances.
微波介电光谱(MDS)是一种分析生物物质电磁特性的强大技术,相对于容易产生浓度极化效应的低频方法(如阻抗法)具有优势。虽然柔性MDS传感器和宽带MDS传感器已经独立展示,但之前还没有工作成功地将这两种功能结合到一个平台上。在这项工作中,我们提出了第一个灵活的宽带MDS传感器,能够在2 - 19 GHz的频率范围内直接测量生物液体在原始小瓶内的复杂介电常数。该传感器的新颖性是通过描述圆柱共面波导(CCPWs)中波导模式激发的理论框架实现的。通过精确模拟这些模式对器件散射参数的影响,我们建立了一种可靠的方法来提取标准实验室小瓶中液体样品的复介电常数。传感器的机械灵活性使其符合不同形状和尺寸的小瓶,促进非侵入性,非接触式测量。这一特点对危险材料特别有利,因为尽量减少人类接触是至关重要的,对敏感的生物样品也特别有利,因为如果从最初收集它们的容器中转移出来,这些生物样品很容易受到污染。该传感器解决了现有MDS平台的关键限制,为生物和化学物质的宽带介电特性提供了安全、准确和实用的解决方案。
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引用次数: 0
Transcranial Blood Vessel Imaging Through Intact Cynomolgus Monkey Skulls Applying Microwave-Induced Thermoacoustic Tomography Based on a Physics-Informed Neural Network 基于物理信息神经网络的微波热声断层扫描经颅食蟹猴颅骨血管成像
IF 4.5 1区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-11-03 DOI: 10.1109/TMTT.2025.3619548
Zehao Zhang;Dantong Liu;Yunxiao Zhao;Hongjia Liu;Guoqiang Liu;Xufeng Kou;Xiong Wang
Transcranial imaging is an indispensable method for the diagnosis of cerebral diseases that are major threats to human health. Microwave-induced thermoacoustic tomography (MITAT) is a promising hybrid technique for nonionizing, noninvasive, and time and cost-effective modality for transcranial imaging with a compact hardware system. Nevertheless, the conventional MITAT technique cannot efficiently deal with the acoustic inhomogeneity issue caused by the skull, which leads to low image quality. Although MITAT combined with deep learning (DL) has shown compelling ability in reconstructing high-quality images in a transcranial manner, the requirement for too many training datasets may hinder potential applications. In this work, we propose a new DL-based MITAT modality that leverages a physics-informed neural network (PINN) to improve the image quality of transcranial imaging using much less training data. The PINN is based on the acoustic reciprocity theorem (ART), and the proposed method is named as DL-MITAT-ART. We perform ex vivo 2-D experimental testing employing intact cynomolgus monkey skulls and blood vessel phantoms. The imaging results demonstrate that the proposed DL-MITAT-ART method can faithfully recover the blood vessel phantoms in a transcranial manner applying only 175 training datasets, more than ten times fewer than those for the traditional DL-MITAT methods. This work provides a novel paradigm for PINN-based MITAT technique for transcranial imaging. It is highly meaningful for cerebral disease diagnosis based on MITAT or ultrasonography and microwave imaging applications involving an inhomogeneous environment.
经颅成像是诊断严重威胁人类健康的脑病不可缺少的手段。微波热声断层成像(MITAT)是一种很有前途的混合技术,具有非电离、无创、时间和成本效益的经颅成像方式,具有紧凑的硬件系统。然而,传统的MITAT技术不能有效地处理头骨引起的声学不均匀性问题,导致图像质量较低。尽管MITAT结合深度学习(DL)在经颅重建高质量图像方面显示出令人信服的能力,但对太多训练数据集的需求可能会阻碍潜在的应用。在这项工作中,我们提出了一种新的基于dl的MITAT模式,该模式利用物理信息神经网络(PINN)来使用更少的训练数据来提高经颅成像的图像质量。该方法基于声学互易定理(ART),命名为DL-MITAT-ART。我们使用完整的食蟹猴头骨和血管模型进行离体二维实验测试。成像结果表明,所提出的DL-MITAT- art方法仅使用175个训练数据集就能准确地恢复经颅血管幻象,比传统DL-MITAT方法的训练数据集减少了10倍以上。这项工作为基于pinto的MITAT技术的经颅成像提供了一个新的范例。在非均匀环境下,应用MITAT或超声、微波成像诊断脑疾病具有重要意义。
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IEEE Transactions on Microwave Theory and Techniques
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