首页 > 最新文献

Aeu-International Journal of Electronics and Communications最新文献

英文 中文
A survey on analog memristor emulators and their applications 模拟忆阻器仿真器及其应用综述
IF 3.2 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-01-24 DOI: 10.1016/j.aeue.2026.156223
Fayrouz Shaheen, Eman Azab, Amr Hassan
This paper provides a comprehensive review of analog memristor emulators (Memulators), starting with the theoretical foundation of memristors, historical development, and their physical structures. It then investigates their design methodologies and operational principles in various circuit topologies, encompassing both MOS-based and Active Building Block (ABB)-based designs, which are critically examined, highlighting their unique characteristics, performance trade-offs (including power consumption, layout area, and maximum operating frequency), and inherent design considerations. Addressing the lack of standardisation in the field, a concrete, minimal benchmark suite is proposed, specifying test signals and robustness tests to ensure reproducible characterisation. A detailed comparative analysis of recent analog memulator circuits is presented, employing a defined Figure of Merit (FoM) and introducing a novel framework of qualitative comparison tables. Unlike traditional performance listings, this framework meticulously evaluates designs based on validation rigour (distinguishing simulation from experimental silicon), architectural versatility, and electronic tunability, providing a systematic metric for practical deployment readiness. Furthermore, a critical analysis of implementation challenges — including sneak paths, device variability, and forming-free operation — synthesises how different topologies mitigate these issues. Key case studies of fabricated memulator designs are also highlighted, illustrating practical realisation and system-level application. The paper further explores a wide range of applications, with particular emphasis on neuromorphic computing and chaotic oscillators for secure communications, demonstrating their practical significance in modern electronics. Finally, recent advancements and innovations from the literature are summarised, alongside a thorough discussion of prevailing research trends and promising future research directions aimed at overcoming existing limitations and unlocking new capabilities.
本文从忆阻器的理论基础、历史发展和物理结构等方面对模拟忆阻器仿真器(Memulators)进行了全面的综述。然后,研究他们在各种电路拓扑中的设计方法和工作原理,包括基于mos和基于主动构建块(ABB)的设计,这些设计经过严格检查,突出其独特的特性,性能权衡(包括功耗,布局面积和最大工作频率),以及固有的设计考虑。为了解决该领域缺乏标准化的问题,提出了一个具体的、最小的基准套件,指定测试信号和鲁棒性测试,以确保可再现的特征。本文采用定义的优值图(FoM),并引入一种新的定性比较表框架,对最近的模拟模制器电路进行了详细的比较分析。与传统的性能清单不同,该框架根据验证的严谨性(将模拟与实验硅区分开来)、架构的通用性和电子可调性精心评估设计,为实际部署准备提供了系统的度量。此外,对实现挑战(包括潜行路径、设备可变性和无成形操作)进行了批判性分析,综合了不同拓扑结构如何缓解这些问题。本文还重点介绍了装配式memator设计的关键案例研究,说明了实际实现和系统级应用。本文进一步探讨了广泛的应用,特别强调了神经形态计算和混沌振荡器在安全通信中的应用,展示了它们在现代电子学中的实际意义。最后,总结了文献中的最新进展和创新,并深入讨论了当前的研究趋势和有希望的未来研究方向,旨在克服现有的限制和释放新的能力。
{"title":"A survey on analog memristor emulators and their applications","authors":"Fayrouz Shaheen,&nbsp;Eman Azab,&nbsp;Amr Hassan","doi":"10.1016/j.aeue.2026.156223","DOIUrl":"10.1016/j.aeue.2026.156223","url":null,"abstract":"<div><div>This paper provides a comprehensive review of analog memristor emulators (Memulators), starting with the theoretical foundation of memristors, historical development, and their physical structures. It then investigates their design methodologies and operational principles in various circuit topologies, encompassing both MOS-based and Active Building Block (ABB)-based designs, which are critically examined, highlighting their unique characteristics, performance trade-offs (including power consumption, layout area, and maximum operating frequency), and inherent design considerations. Addressing the lack of standardisation in the field, a concrete, minimal benchmark suite is proposed, specifying test signals and robustness tests to ensure reproducible characterisation. A detailed comparative analysis of recent analog memulator circuits is presented, employing a defined Figure of Merit (FoM) and introducing a novel framework of qualitative comparison tables. Unlike traditional performance listings, this framework meticulously evaluates designs based on validation rigour (distinguishing simulation from experimental silicon), architectural versatility, and electronic tunability, providing a systematic metric for practical deployment readiness. Furthermore, a critical analysis of implementation challenges — including sneak paths, device variability, and forming-free operation — synthesises how different topologies mitigate these issues. Key case studies of fabricated memulator designs are also highlighted, illustrating practical realisation and system-level application. The paper further explores a wide range of applications, with particular emphasis on neuromorphic computing and chaotic oscillators for secure communications, demonstrating their practical significance in modern electronics. Finally, recent advancements and innovations from the literature are summarised, alongside a thorough discussion of prevailing research trends and promising future research directions aimed at overcoming existing limitations and unlocking new capabilities.</div></div>","PeriodicalId":50844,"journal":{"name":"Aeu-International Journal of Electronics and Communications","volume":"207 ","pages":"Article 156223"},"PeriodicalIF":3.2,"publicationDate":"2026-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146080145","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An improved closed-loop PWM control technique for single-phase full-bridge voltage source inverter 一种改进的单相全桥电压源逆变器闭环PWM控制技术
IF 3.2 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-01-22 DOI: 10.1016/j.aeue.2026.156222
Debanjan Dhara, Ranajay Paul , Suvarun Dalapati
For a single-phase full-bridge inverter, hybrid PWM switching is more preferable for continuous operation due to its reduced switching losses and lower thermal stress on individual semiconductor switches, without compromising in PWM output. On the other hand, One-Cycle-Control (OCC) is a non-linear control technique which is used in power-electronic converters for achieving very fast response and for compensating the dead-time distortion. This paper presents a novel closed-loop Hybrid PWM based OCC (HPOCC) technique for single-phase full-bridge inverter, generating switching pulses in hybrid PWM mode, thereby reducing switching losses, and also has the control dynamics similar to conventional-OCC. The proposed technique not only uses a single resettable integrator instead of two, as seen in conventional-OCC based single-phase full-bridge inverter, but also delivers improved quality output voltage, as compared to conventional OCC based single-phase full-bridge inverters. All these advantages make this technique a superior alternative to conventional-OCC. Thus, this PWM technique can fulfill the requirement for low switching-loss, fast dynamic performance and low total-harmonic-distortion (THD) in inverter-output. The performance of this technique is validated through mathematical analysis, simulation on a digital platform and experiments on a laboratory set-up, which confirm its superior nature as compared to conventional-OCC and Sine-PWM techniques.
对于单相全桥逆变器,混合PWM开关更适合连续工作,因为它减少了开关损耗,降低了单个半导体开关的热应力,而不会影响PWM输出。另一方面,单周期控制(OCC)是一种用于电力电子变换器的非线性控制技术,用于实现非常快的响应和补偿死区失真。本文提出了一种新颖的基于闭环混合PWM的单相全桥逆变器OCC (HPOCC)技术,该技术在混合PWM模式下产生开关脉冲,从而降低了开关损耗,并且具有与传统OCC相似的控制动力学特性。与传统的基于OCC的单相全桥逆变器相比,所提出的技术不仅使用单个可复位积分器而不是两个积分器,而且还提供了更高质量的输出电压。所有这些优点使该技术成为传统occ的优越替代品。因此,这种PWM技术可以满足逆变器输出低开关损耗、快速动态性能和低总谐波失真的要求。通过数学分析、数字平台仿真和实验室实验验证了该技术的性能,与传统的occ和正弦pwm技术相比,证实了其优越性。
{"title":"An improved closed-loop PWM control technique for single-phase full-bridge voltage source inverter","authors":"Debanjan Dhara,&nbsp;Ranajay Paul ,&nbsp;Suvarun Dalapati","doi":"10.1016/j.aeue.2026.156222","DOIUrl":"10.1016/j.aeue.2026.156222","url":null,"abstract":"<div><div>For a single-phase full-bridge inverter, hybrid PWM switching is more preferable for continuous operation due to its reduced switching losses and lower thermal stress on individual semiconductor switches, without compromising in PWM output. On the other hand, One-Cycle-Control (OCC) is a non-linear control technique which is used in power-electronic converters for achieving very fast response and for compensating the dead-time distortion. This paper presents a novel closed-loop Hybrid PWM based OCC (HPOCC) technique for single-phase full-bridge inverter, generating switching pulses in hybrid PWM mode, thereby reducing switching losses, and also has the control dynamics similar to conventional-OCC. The proposed technique not only uses a single resettable integrator instead of two, as seen in conventional-OCC based single-phase full-bridge inverter, but also delivers improved quality output voltage, as compared to conventional OCC based single-phase full-bridge inverters. All these advantages make this technique a superior alternative to conventional-OCC. Thus, this PWM technique can fulfill the requirement for low switching-loss, fast dynamic performance and low total-harmonic-distortion (THD) in inverter-output. The performance of this technique is validated through mathematical analysis, simulation on a digital platform and experiments on a laboratory set-up, which confirm its superior nature as compared to conventional-OCC and Sine-PWM techniques.</div></div>","PeriodicalId":50844,"journal":{"name":"Aeu-International Journal of Electronics and Communications","volume":"207 ","pages":"Article 156222"},"PeriodicalIF":3.2,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146080291","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design of wideband resistive continuous class-J Doherty power amplifier with harmonic load modulation suppression 谐波负载调制抑制的宽带阻性连续j类多尔蒂功率放大器设计
IF 3.2 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-01-22 DOI: 10.1016/j.aeue.2026.156226
Wa Kong, Wenya Liu, Hongyan Fu, Hui Ma, Wence Zhang, Jing Xia
This paper proposes a design method of a wideband Doherty power amplifier (DPA) using resistive continuous class-J mode with harmonic load modulation suppression, aiming to achieve high efficiency at back-off output powers (BOPs) across a wide frequency band. Firstly, based on theoretical impedance analysis of the resistive continuous class-J mode, the optimum load impedances under both saturation and BOP conditions are identified for DPA design. Then, combined with the load modulation theory, optimization objective functions are formulated for the peaking output matching networks (OMNs) design and optimization. In addition, to control the carrier second harmonic impedance during the load modulation, the peaking OMN using fragment-type matching circuit is used to suppress harmonic load modulation. For verification, a DPA operating at 2.0–3.4 GHz is designed and measured. The results show that the DPA achieves saturated output power of 43.1–44.4 dBm across the entire frequency band, with drain efficiencies of 59.1%–72% at saturation and 50%–58.9% at 6 dB BOP.
本文提出了一种采用谐波负载调制抑制的电阻连续j类模式的宽带Doherty功率放大器(DPA)的设计方法,目的是在宽频带内实现高效率的回退输出功率(BOPs)。首先,基于电阻连续j类模式的理论阻抗分析,确定了饱和和防喷工况下DPA设计的最佳负载阻抗;然后,结合负载调制理论,建立了调峰输出匹配网络的优化目标函数,用于调峰输出匹配网络的设计与优化。此外,为了控制负载调制过程中的载波二次谐波阻抗,采用分段匹配的调峰OMN抑制谐波负载调制。为了验证,设计并测量了工作在2.0-3.4 GHz的DPA。结果表明,该DPA在整个频段的饱和输出功率为43.1 ~ 44.4 dBm,饱和时漏极效率为59.1% ~ 72%,6 dB BOP时漏极效率为50% ~ 58.9%。
{"title":"Design of wideband resistive continuous class-J Doherty power amplifier with harmonic load modulation suppression","authors":"Wa Kong,&nbsp;Wenya Liu,&nbsp;Hongyan Fu,&nbsp;Hui Ma,&nbsp;Wence Zhang,&nbsp;Jing Xia","doi":"10.1016/j.aeue.2026.156226","DOIUrl":"10.1016/j.aeue.2026.156226","url":null,"abstract":"<div><div>This paper proposes a design method of a wideband Doherty power amplifier (DPA) using resistive continuous class-J mode with harmonic load modulation suppression, aiming to achieve high efficiency at back-off output powers (BOPs) across a wide frequency band. Firstly, based on theoretical impedance analysis of the resistive continuous class-J mode, the optimum load impedances under both saturation and BOP conditions are identified for DPA design. Then, combined with the load modulation theory, optimization objective functions are formulated for the peaking output matching networks (OMNs) design and optimization. In addition, to control the carrier second harmonic impedance during the load modulation, the peaking OMN using fragment-type matching circuit is used to suppress harmonic load modulation. For verification, a DPA operating at 2.0–3.4 GHz is designed and measured. The results show that the DPA achieves saturated output power of 43.1–44.4 dBm across the entire frequency band, with drain efficiencies of 59.1%–72% at saturation and 50%–58.9% at 6 dB BOP.</div></div>","PeriodicalId":50844,"journal":{"name":"Aeu-International Journal of Electronics and Communications","volume":"207 ","pages":"Article 156226"},"PeriodicalIF":3.2,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146025078","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design and optimization of a low-power dynamic MCML-based phase-frequency detector using Taguchi DoE and ANOVA for frequency synthesizers with fast-locking of 0.5 μs 基于田口DoE和方差分析的低功耗动态mcml相频检测器的设计与优化,频率合成器的快速锁定为0.5 μs
IF 3.2 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-01-17 DOI: 10.1016/j.aeue.2026.156214
Dheeraj Singh Rajput , Bharat Choudhary , Archana Singhal , Dharmendar Boolchandani
This paper introduces a novel Phase Frequency Detector (PFD) based on Dynamic MOS Current Mode Logic (DyCML), designed for low-power, high-speed frequency synthesizers. The proposed PFD eliminates the need for a reset path, thereby removing dead and blind zones and improving output linearity across a full phase range from –π to π. The DyCML approach offers inherent advantages such as low static power dissipation, high-speed switching, and enhanced noise immunity through differential, current-mode operation. Design parameters were optimized using Taguchi Design of Experiments (DoE) and Analysis of Variance (ANOVA) techniques to achieve optimal performance. The optimized PFD achieves a phase noise of –159.41 dBc/Hz, power consumption of 5.822 μW, maximum operating frequency of 6.91 GHz, and a delay of 42.76 ps. The layout area is 793.27 μm2, and the design attains a figure-of-merit of –168.55 dBc/Hz. Robustness is validated through Process-Voltage-Temperature and Monte Carlo analysis, showing close agreement between post-layout and pre-layout results. Integrated into a PLL frequency synthesizer, the PFD achieves a lock time of 500 ns at output frequency 3.8 GHz, with low jitter and minimal reference spur. The design is implemented in Cadence Virtuoso using a 0.18 μm SCL CMOS process at a 1.8 V supply.
本文介绍了一种基于动态MOS电流模式逻辑(DyCML)的新型相位频率检测器(PFD),该检测器专为低功耗、高速频率合成器而设计。所提出的PFD消除了重置路径的需要,从而消除了死区和盲区,并改善了从-π到π的整个相位范围内的输出线性度。DyCML方法具有固有的优点,如低静态功耗、高速开关和通过差分、电流模式操作增强的抗噪性。采用田口试验设计(DoE)和方差分析(ANOVA)技术对设计参数进行优化。优化后的PFD相位噪声为-159.41 dBc/Hz,功耗为5.822 μW,最大工作频率为6.91 GHz,延迟为42.76 ps,布局面积为793.27 μm2,性能因数为-168.55 dBc/Hz。通过过程电压温度和蒙特卡罗分析验证了鲁棒性,显示布局后和布局前的结果非常一致。PFD集成到锁相环频率合成器中,在3.8 GHz的输出频率下实现500 ns的锁定时间,具有低抖动和最小的参考杂散。该设计在Cadence Virtuoso中使用1.8 V电源下的0.18 μm SCL CMOS工艺实现。
{"title":"Design and optimization of a low-power dynamic MCML-based phase-frequency detector using Taguchi DoE and ANOVA for frequency synthesizers with fast-locking of 0.5 μs","authors":"Dheeraj Singh Rajput ,&nbsp;Bharat Choudhary ,&nbsp;Archana Singhal ,&nbsp;Dharmendar Boolchandani","doi":"10.1016/j.aeue.2026.156214","DOIUrl":"10.1016/j.aeue.2026.156214","url":null,"abstract":"<div><div>This paper introduces a novel Phase Frequency Detector (PFD) based on Dynamic MOS Current Mode Logic (DyCML), designed for low-power, high-speed frequency synthesizers. The proposed PFD eliminates the need for a reset path, thereby removing dead and blind zones and improving output linearity across a full phase range from –π to π. The DyCML approach offers inherent advantages such as low static power dissipation, high-speed switching, and enhanced noise immunity through differential, current-mode operation. Design parameters were optimized using Taguchi Design of Experiments (DoE) and Analysis of Variance (ANOVA) techniques to achieve optimal performance. The optimized PFD achieves a phase noise of –159.41 dBc/Hz, power consumption of 5.822 μW, maximum operating frequency of 6.91 GHz, and a delay of 42.76 ps. The layout area is 793.27 μm<sup>2</sup>, and the design attains a figure-of-merit of –168.55 dBc/Hz. Robustness is validated through Process-Voltage-Temperature and Monte Carlo analysis, showing close agreement between post-layout and pre-layout results. Integrated into a PLL frequency synthesizer, the PFD achieves a lock time of 500 ns at output frequency 3.8 GHz, with low jitter and minimal reference spur. The design is implemented in Cadence Virtuoso using a 0.18 μm SCL CMOS process at a 1.8 V supply.</div></div>","PeriodicalId":50844,"journal":{"name":"Aeu-International Journal of Electronics and Communications","volume":"207 ","pages":"Article 156214"},"PeriodicalIF":3.2,"publicationDate":"2026-01-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146025076","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
APCNet: A multi-scale pooling enhanced all-domain joint CSI feedback network for massive MIMO systems 面向大规模MIMO系统的多尺度池化增强型全域联合CSI反馈网络
IF 3.2 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-01-16 DOI: 10.1016/j.aeue.2026.156212
Jianhong Xiang, Nan Zhang, Linyu Wang
In massive multiple-input multiple-output (MIMO) systems, accurate downlink channel state information (CSI) is essential for signal preprocessing, yet achieving high-fidelity feedback under limited overhead remains challenging. To address this issue, and motivated by the sparsity and strong local spatial structure of CSI, we propose an all-domain joint CSI feedback network based on multi-scale pooling, termed APCNet. The encoder of this network introduces a spatial–frequency domain branch on the basis of the classical angle–delay domain (ADD) convolution branch, aiming to provide complete physical feature priors for the reconstruction process, fundamentally solving the information loss issue caused by single-domain modeling. On the decoder side, we propose a PCformer architecture, constructing a physically aligned extraction–reconstruction pipeline: utilizing the multi-scale pooling module for statistical extraction of multipath features, and combining the ConvNeXt Block for fine-grained restoration of spatial details. This compensates for the shortcomings of the universal self-attention mechanism in local structure representation. Experimental results demonstrate that APCNet achieves an average improvement of 7.96% in reconstruction accuracy across various compression rates for outdoor scenes, while delivering leading or competitive performance for most compression rates in indoor scenes.
在大规模多输入多输出(MIMO)系统中,准确的下行信道状态信息(CSI)对于信号预处理至关重要,但在有限的开销下实现高保真反馈仍然是一个挑战。为解决这一问题,基于CSI的稀疏性和强局域空间结构,提出了基于多尺度池化的全域联合CSI反馈网络APCNet。该网络的编码器在经典的角延迟域(ADD)卷积分支的基础上引入了空频域分支,旨在为重构过程提供完整的物理特征先验,从根本上解决单域建模带来的信息丢失问题。在解码器端,我们提出了一种PCformer架构,构建了一个物理对齐的提取-重建管道:利用多尺度池化模块对多路径特征进行统计提取,并结合ConvNeXt块对空间细节进行细粒度恢复。这弥补了局部结构表征中普遍自注意机制的不足。实验结果表明,在室外场景中,APCNet在不同压缩率下的重建准确率平均提高了7.96%,而在室内场景中,APCNet在大多数压缩率下都具有领先或竞争的性能。
{"title":"APCNet: A multi-scale pooling enhanced all-domain joint CSI feedback network for massive MIMO systems","authors":"Jianhong Xiang,&nbsp;Nan Zhang,&nbsp;Linyu Wang","doi":"10.1016/j.aeue.2026.156212","DOIUrl":"10.1016/j.aeue.2026.156212","url":null,"abstract":"<div><div>In massive multiple-input multiple-output (MIMO) systems, accurate downlink channel state information (CSI) is essential for signal preprocessing, yet achieving high-fidelity feedback under limited overhead remains challenging. To address this issue, and motivated by the sparsity and strong local spatial structure of CSI, we propose an all-domain joint CSI feedback network based on multi-scale pooling, termed APCNet. The encoder of this network introduces a spatial–frequency domain branch on the basis of the classical angle–delay domain (ADD) convolution branch, aiming to provide complete physical feature priors for the reconstruction process, fundamentally solving the information loss issue caused by single-domain modeling. On the decoder side, we propose a PCformer architecture, constructing a physically aligned extraction–reconstruction pipeline: utilizing the multi-scale pooling module for statistical extraction of multipath features, and combining the ConvNeXt Block for fine-grained restoration of spatial details. This compensates for the shortcomings of the universal self-attention mechanism in local structure representation. Experimental results demonstrate that APCNet achieves an average improvement of 7.96% in reconstruction accuracy across various compression rates for outdoor scenes, while delivering leading or competitive performance for most compression rates in indoor scenes.</div></div>","PeriodicalId":50844,"journal":{"name":"Aeu-International Journal of Electronics and Communications","volume":"207 ","pages":"Article 156212"},"PeriodicalIF":3.2,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146025079","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A fast transient dynamically biased output capacitor-less cascoded flipped voltage follower (CAFVF) LDO regulator 一种快速的瞬态动态偏置输出无电容级联编码翻转电压跟随器(CAFVF) LDO稳压器
IF 3.2 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-01-16 DOI: 10.1016/j.aeue.2026.156216
P. Manikandan
This work proposes a fast transient, dynamically biased cascoded flipped voltage follower low-dropout (LDO) regulator. The proposed LDO is constructed based on a single-stage error amplifier (EA) and a cascoded flipped voltage follower. The proposed error amplifier dynamically biases the CAFVF and enhances the transient and stability performance of the LDO regulator. This work uses three different feed-forward transconductors along with one miller and two feed-forward small compensatory capacitors. Two of these feed-forward transconductors and three small compensation capacitors generate two low-frequency left-half-plane (LHP) zeros in conjunction with the self-feed-forward path. These LHP zeros are unaffected by load conditions and provide consistent phase lead for all the load cases. Another feed-forward transconductor converts the load-dependent right-half-plane (RHP) Miller zero to an LHP zero. The load-dependent LHP zero appears closer to the unity gain frequency (UGF) for a lightly loaded LDO, improving its stability under light load situations. The proposed frequency compensation technique stabilizes the LDO for load currents ranging from 0 to 30mA, with a maximum load capacitor of 50pF. The proposed LDO is designed using UMC 90nm CMOS technology and implemented with the Cadence Virtuoso tool. With a maximum quiescent current of 91.3μA, the proposed LDO achieves a minimum good slew rate (SR) of 30V/μs and minimum unity gain frequency of 15.7MHz, allowing it to settle faster with a settling time of 30ns. The reliability and robustness of the proposed LDO are verified using the process corners with an extreme temperature range and 200-point Monte Carlo simulations.
本研究提出一种快速瞬态、动态偏置级联编码翻转电压跟随器低差(LDO)稳压器。所提出的LDO是基于单级误差放大器(EA)和级联编码翻转电压跟随器构建的。该误差放大器对CAFVF进行动态偏置,提高了LDO稳压器的暂态和稳定性能。这项工作使用了三种不同的前馈晶体管以及一个米勒和两个前馈小补偿电容器。其中两个前馈晶体管和三个小型补偿电容器与自前馈路径一起产生两个低频左半平面(LHP)零点。这些LHP零点不受负载条件的影响,并为所有负载情况提供一致的相引线。另一种前馈晶体管将负载相关的右半平面(RHP)米勒零转换为LHP零。轻负载LDO的负载相关LHP零点更接近单位增益频率(UGF),提高了其在轻负载情况下的稳定性。所提出的频率补偿技术稳定了负载电流范围从0到30mA的LDO,最大负载电容为50pF。该LDO采用联华电子90nm CMOS技术设计,并通过Cadence Virtuoso工具实现。在最大静态电流为91.3μA的情况下,LDO的最小良好压转率(SR)为30V/μs,最小单位增益频率为15.7MHz,沉降速度更快,沉降时间为30ns。通过极端温度范围的过程角和200点蒙特卡罗模拟验证了所提出LDO的可靠性和鲁棒性。
{"title":"A fast transient dynamically biased output capacitor-less cascoded flipped voltage follower (CAFVF) LDO regulator","authors":"P. Manikandan","doi":"10.1016/j.aeue.2026.156216","DOIUrl":"10.1016/j.aeue.2026.156216","url":null,"abstract":"<div><div>This work proposes a fast transient, dynamically biased cascoded flipped voltage follower low-dropout (LDO) regulator. The proposed LDO is constructed based on a single-stage error amplifier (EA) and a cascoded flipped voltage follower. The proposed error amplifier dynamically biases the CAFVF and enhances the transient and stability performance of the LDO regulator. This work uses three different feed-forward transconductors along with one miller and two feed-forward small compensatory capacitors. Two of these feed-forward transconductors and three small compensation capacitors generate two low-frequency left-half-plane (LHP) zeros in conjunction with the self-feed-forward path. These LHP zeros are unaffected by load conditions and provide consistent phase lead for all the load cases. Another feed-forward transconductor converts the load-dependent right-half-plane (RHP) Miller zero to an LHP zero. The load-dependent LHP zero appears closer to the unity gain frequency (UGF) for a lightly loaded LDO, improving its stability under light load situations. The proposed frequency compensation technique stabilizes the LDO for load currents ranging from 0 to <span><math><mrow><mn>30</mn><mspace></mspace><mi>mA</mi></mrow></math></span>, with a maximum load capacitor of <span><math><mrow><mn>50</mn><mspace></mspace><mi>pF</mi></mrow></math></span>. The proposed LDO is designed using UMC <span><math><mrow><mn>90</mn><mspace></mspace><mi>nm</mi></mrow></math></span> CMOS technology and implemented with the Cadence Virtuoso tool. With a maximum quiescent current of <span><math><mrow><mn>91</mn><mo>.</mo><mn>3</mn><mspace></mspace><mi>μ</mi><mi>A</mi></mrow></math></span>, the proposed LDO achieves a minimum good slew rate (SR) of <span><math><mrow><mn>30</mn><mspace></mspace><mi>V</mi><mo>/</mo><mi>μ</mi><mi>s</mi></mrow></math></span> and minimum unity gain frequency of <span><math><mrow><mn>15</mn><mo>.</mo><mn>7</mn><mspace></mspace><mi>MHz</mi></mrow></math></span>, allowing it to settle faster with a settling time of <span><math><mrow><mn>30</mn><mspace></mspace><mi>ns</mi></mrow></math></span>. The reliability and robustness of the proposed LDO are verified using the process corners with an extreme temperature range and 200-point Monte Carlo simulations.</div></div>","PeriodicalId":50844,"journal":{"name":"Aeu-International Journal of Electronics and Communications","volume":"207 ","pages":"Article 156216"},"PeriodicalIF":3.2,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145982036","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Proposal and analysis of high-gain vertically-polarized endfire leaky-wave antenna 高增益垂直极化端漏波天线的设计与分析
IF 3.2 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-01-15 DOI: 10.1016/j.aeue.2026.156218
Wan-Hao Xu , Junbing Duan , Lei Zhu , Cheng Liao , You-Feng Cheng , Ting Shi
This article investigates and analyzes the high-gain condition based on a vertically polarized (VP) endfire leaky-wave antenna by periodically loading parallel inductive elements on both sides of the double-sided parallel strip line. A radiation model of the employed leaky-wave antenna is firstly established to explore the effects of period length as well as propagation constants on the radiation gains and efficiencies. To achieve the high gain and efficiency, the structural influences of the antenna are then analyzed to explore the proper loading stub model to meet those requirements for the propagation characteristics. A prototype antenna is in final designed and fabricated to verify its performance in achieving high gain and efficiency radiation. The simulation results are in good agreement with the measured results, demonstrating the effectiveness of the resulted high-gain radiation condition for the VP endfire leaky-wave antenna.
本文研究和分析了在双面平行条形线两侧周期性加载平行感应元件的垂直极化末端漏波天线的高增益条件。首先建立了漏波天线的辐射模型,探讨了周期长度和传播常数对辐射增益和效率的影响。为了实现高增益和高效率,分析了天线的结构影响,探索了合适的加载短段模型,以满足对传播特性的要求。最后设计并制作了天线样机,以验证其在实现高增益和高效率辐射方面的性能。仿真结果与实测结果吻合较好,验证了所得到的VP端火漏波天线高增益辐射条件的有效性。
{"title":"Proposal and analysis of high-gain vertically-polarized endfire leaky-wave antenna","authors":"Wan-Hao Xu ,&nbsp;Junbing Duan ,&nbsp;Lei Zhu ,&nbsp;Cheng Liao ,&nbsp;You-Feng Cheng ,&nbsp;Ting Shi","doi":"10.1016/j.aeue.2026.156218","DOIUrl":"10.1016/j.aeue.2026.156218","url":null,"abstract":"<div><div>This article investigates and analyzes the high-gain condition based on a vertically polarized (VP) endfire leaky-wave antenna by periodically loading parallel inductive elements on both sides of the double-sided parallel strip line. A radiation model of the employed leaky-wave antenna is firstly established to explore the effects of period length as well as propagation constants on the radiation gains and efficiencies. To achieve the high gain and efficiency, the structural influences of the antenna are then analyzed to explore the proper loading stub model to meet those requirements for the propagation characteristics. A prototype antenna is in final designed and fabricated to verify its performance in achieving high gain and efficiency radiation. The simulation results are in good agreement with the measured results, demonstrating the effectiveness of the resulted high-gain radiation condition for the VP endfire leaky-wave antenna.</div></div>","PeriodicalId":50844,"journal":{"name":"Aeu-International Journal of Electronics and Communications","volume":"207 ","pages":"Article 156218"},"PeriodicalIF":3.2,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145982035","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
CPW feed and stub optimization for Vivaldi antennas in broadband ground-penetrating radar applications 宽带探地雷达中维瓦尔第天线的CPW馈源和存根优化
IF 3.2 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-01-15 DOI: 10.1016/j.aeue.2026.156219
Kurnia Paranita Kartika Riyanti , Eko Setijadi , Gamantyo Hendrantoro , Nurhayati
Vivaldi antennas used in Ground Penetrating Radar (GPR) systems often experience performance degradation at low frequencies due to inefficient radiation and impedance mismatch between the feedline and the tapered slot structure. To address these limitations, this paper presents a compact Vivaldi antenna employing a coplanar waveguide (CPW) feedline integrated with a single-stub matching technique. The stub position is analytically optimized to improve impedance matching over a broad frequency range. The CPW configuration simplifies the antenna structure by placing both the feedline and ground plane on the same substrate layer, resulting in a compact layout and facilitating broadband operation. The proposed antenna is fabricated on an FR-4 substrate with a thickness of 1.6mm and a relative permittivity of ϵr=4.3, with overall dimensions of 80×80×1.635 mm3. The measured results demonstrate broadband operation from 1.13 to 5 GHz. The antenna achieves a peak gain of 10.89 dBi in simulation and 10.36 dBi in measurement at 1.9 GHz, with a measured radiation efficiency of approximately 90.16% at the resonant frequency. The corresponding simulated and measured S11 values of 61.21 dB and 39.13 dB indicate effective impedance matching at resonance, with minor discrepancies attributed to fabrication tolerances and measurement conditions. To assess practical feasibility, a preliminary sandbox-based GPR experiment was conducted using a pair of identical antennas in a bistatic configuration. The resulting A-scan response shows a distinct reflection corresponding to a buried metallic target at an estimated depth of 37.7 cm, which agrees well with the actual burial depth. These results indicate that the proposed antenna can support broadband GPR sensing within the investigated frequency range, while further system-level and field validations are recommended.
用于探地雷达(GPR)系统的维瓦尔第天线在低频时,由于馈线和锥形槽结构之间的低效率辐射和阻抗不匹配,经常会出现性能下降。为了解决这些限制,本文提出了一种紧凑的维瓦尔第天线,采用共面波导(CPW)馈线集成了单根匹配技术。短段位置经过分析优化,以改善宽频率范围内的阻抗匹配。CPW配置简化了天线结构,将馈线和地平面放置在同一基板层上,导致布局紧凑,便于宽带操作。该天线采用厚度为1.6mm,相对介电常数为ϵr=4.3的FR-4衬底,整体尺寸为80×80×1.635 mm3。测量结果表明,该系统可以在1.13 ~ 5 GHz范围内运行。该天线在1.9 GHz下的仿真峰值增益为10.89 dBi,测量峰值增益为10.36 dBi,在谐振频率下的实测辐射效率约为90.16%。相应的模拟和测量S11值分别为- 61.21 dB和- 39.13 dB,表明谐振时的有效阻抗匹配,由于制造公差和测量条件的差异较小。为了评估实际可行性,采用双基地配置的一对相同天线进行了基于沙盒的探地雷达初步实验。得到的a扫描响应显示出明显的反射,对应于估计深度为37.7 cm的埋藏金属目标,这与实际埋藏深度吻合良好。这些结果表明,所提出的天线可以在所研究的频率范围内支持宽带GPR传感,但建议进一步进行系统级和现场验证。
{"title":"CPW feed and stub optimization for Vivaldi antennas in broadband ground-penetrating radar applications","authors":"Kurnia Paranita Kartika Riyanti ,&nbsp;Eko Setijadi ,&nbsp;Gamantyo Hendrantoro ,&nbsp;Nurhayati","doi":"10.1016/j.aeue.2026.156219","DOIUrl":"10.1016/j.aeue.2026.156219","url":null,"abstract":"<div><div>Vivaldi antennas used in Ground Penetrating Radar (GPR) systems often experience performance degradation at low frequencies due to inefficient radiation and impedance mismatch between the feedline and the tapered slot structure. To address these limitations, this paper presents a compact Vivaldi antenna employing a coplanar waveguide (CPW) feedline integrated with a single-stub matching technique. The stub position is analytically optimized to improve impedance matching over a broad frequency range. The CPW configuration simplifies the antenna structure by placing both the feedline and ground plane on the same substrate layer, resulting in a compact layout and facilitating broadband operation. The proposed antenna is fabricated on an FR-4 substrate with a thickness of <span><math><mrow><mn>1</mn><mo>.</mo><mn>6</mn><mspace></mspace><mi>mm</mi></mrow></math></span> and a relative permittivity of <span><math><mrow><msub><mrow><mi>ϵ</mi></mrow><mrow><mi>r</mi></mrow></msub><mo>=</mo><mn>4</mn><mo>.</mo><mn>3</mn></mrow></math></span>, with overall dimensions of <span><math><mrow><mn>80</mn><mo>×</mo><mn>80</mn><mo>×</mo><mn>1</mn><mo>.</mo><mn>635</mn></mrow></math></span> <span><math><msup><mrow><mi>mm</mi></mrow><mrow><mn>3</mn></mrow></msup></math></span>. The measured results demonstrate broadband operation from 1.13 to 5 GHz. The antenna achieves a peak gain of 10.89 dBi in simulation and 10.36 dBi in measurement at 1.9 GHz, with a measured radiation efficiency of approximately 90.16% at the resonant frequency. The corresponding simulated and measured <span><math><msub><mrow><mi>S</mi></mrow><mrow><mn>11</mn></mrow></msub></math></span> values of <span><math><mrow><mo>−</mo><mn>61</mn><mo>.</mo><mn>21</mn></mrow></math></span> dB and <span><math><mrow><mo>−</mo><mn>39</mn><mo>.</mo><mn>13</mn></mrow></math></span> dB indicate effective impedance matching at resonance, with minor discrepancies attributed to fabrication tolerances and measurement conditions. To assess practical feasibility, a preliminary sandbox-based GPR experiment was conducted using a pair of identical antennas in a bistatic configuration. The resulting A-scan response shows a distinct reflection corresponding to a buried metallic target at an estimated depth of 37.7 cm, which agrees well with the actual burial depth. These results indicate that the proposed antenna can support broadband GPR sensing within the investigated frequency range, while further system-level and field validations are recommended.</div></div>","PeriodicalId":50844,"journal":{"name":"Aeu-International Journal of Electronics and Communications","volume":"207 ","pages":"Article 156219"},"PeriodicalIF":3.2,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146080292","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An improved sparse array design for improving DOA estimation performance under mutual coupling effect 一种改进的稀疏阵列设计,以提高互耦效应下的DOA估计性能
IF 3.2 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-01-13 DOI: 10.1016/j.aeue.2026.156215
Dongqi Chen , Kun Ye , Chuanxi Xing , Lang Zhou , Haixin Sun
This paper proposes a novel nested array (IAMDNA) by defining the positions of array elements through a special subarray design. This array can maintain the degrees of freedom (DOF) at a better level while greatly reducing the mutual coupling effect of the array. The paper presents closed-form expressions for the sensor positions and their corresponding DOFs in the novel nested array structure. Furthermore, through rigorous proof, the optimal array position expression for a specific number of sensors is derived. Array structure analysis and numerical simulation results show that, without considering array mutual coupling effects, the array’s estimation performance depends only on the DOFs. Based on this, the estimation accuracy of IAMDNA is slightly inferior to that of the comparison array. However, once the mutual coupling effect that must be considered in practical applications is introduced, the estimation accuracy of the IAMDNA array is significantly better than that of the comparison array, achieving a performance reversal. In conclusion, the physical structure of the IAMDNA array is sparser, which enables it to maintain excellent DOF while having greater practical application capabilities to resist mutual coupling effects.
本文提出了一种新的嵌套阵列(IAMDNA),它通过一种特殊的子阵列设计来定义数组元素的位置。该阵列可以保持较好的自由度,同时大大降低了阵列的相互耦合效应。本文给出了新型嵌套阵列结构中传感器位置及其相应的自由度的封闭表达式。在此基础上,通过严格的证明,导出了特定数量传感器的最优阵列位置表达式。阵列结构分析和数值仿真结果表明,在不考虑阵列相互耦合效应的情况下,阵列的估计性能仅取决于自由度。基于此,IAMDNA的估计精度略低于比较阵列。然而,一旦引入实际应用中必须考虑的互耦合效应,IAMDNA阵列的估计精度明显优于比较阵列,实现性能逆转。综上所述,IAMDNA阵列的物理结构更稀疏,使其在保持良好的自由度的同时,具有更强的抗互耦效应的实际应用能力。
{"title":"An improved sparse array design for improving DOA estimation performance under mutual coupling effect","authors":"Dongqi Chen ,&nbsp;Kun Ye ,&nbsp;Chuanxi Xing ,&nbsp;Lang Zhou ,&nbsp;Haixin Sun","doi":"10.1016/j.aeue.2026.156215","DOIUrl":"10.1016/j.aeue.2026.156215","url":null,"abstract":"<div><div>This paper proposes a novel nested array (IAMDNA) by defining the positions of array elements through a special subarray design. This array can maintain the degrees of freedom (DOF) at a better level while greatly reducing the mutual coupling effect of the array. The paper presents closed-form expressions for the sensor positions and their corresponding DOFs in the novel nested array structure. Furthermore, through rigorous proof, the optimal array position expression for a specific number of sensors is derived. Array structure analysis and numerical simulation results show that, without considering array mutual coupling effects, the array’s estimation performance depends only on the DOFs. Based on this, the estimation accuracy of IAMDNA is slightly inferior to that of the comparison array. However, once the mutual coupling effect that must be considered in practical applications is introduced, the estimation accuracy of the IAMDNA array is significantly better than that of the comparison array, achieving a performance reversal. In conclusion, the physical structure of the IAMDNA array is sparser, which enables it to maintain excellent DOF while having greater practical application capabilities to resist mutual coupling effects.</div></div>","PeriodicalId":50844,"journal":{"name":"Aeu-International Journal of Electronics and Communications","volume":"206 ","pages":"Article 156215"},"PeriodicalIF":3.2,"publicationDate":"2026-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145977979","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Broadband DOA estimation with KL divergence for covariance matrix reconstruction 基于KL散度的协方差矩阵重构宽带DOA估计
IF 3.2 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-01-12 DOI: 10.1016/j.aeue.2026.156213
Shuaishuai Pan, Zhiyong Luo
Direction of Arrival (DOA) estimation has been applied in satellite applications. However, the growing demand for data volume has driven the gradual expansion of signal bandwidth, making broadband DOA estimation a critical challenge. Existing subspace-based DOA estimation algorithms usually exhibit weak performance and require prior information about the number of signals, limiting their practical applications. To address this issue, this paper proposes a novel broadband DOA estimation method based on covariance matrix reconstruction. First, focusing processing is applied to sampled data at different frequency points, and Eigenvalue Decomposition (EVD) is performed after obtaining the sample covariance matrix (SCM). Subsequently, a new clustering technique is developed by combining Gaussian Mixture Model (GMM) and Markov Random Field (MRF) theory to classify eigenvalues into signal and noise classes, thereby determining the number of signals. Then, a metric based on Kullback–Leibler (KL) divergence is constructed to measure subspace similarity and reconstruct the covariance matrix. Finally, DOA estimation is conducted using the reconstructed covariance matrix. Simulation results show that the proposed algorithms outperform other methods.
到达方向(DOA)估计已经在卫星中得到了应用。然而,随着数据量需求的不断增长,信号带宽逐渐扩大,使得宽带DOA估计成为一个严峻的挑战。现有的基于子空间的DOA估计算法通常表现出较弱的性能,并且需要有关信号数量的先验信息,限制了它们的实际应用。针对这一问题,本文提出了一种基于协方差矩阵重构的宽带DOA估计方法。首先对采样数据在不同频率点进行聚焦处理,得到样本协方差矩阵(SCM)后进行特征值分解(EVD);随后,结合高斯混合模型(GMM)和马尔可夫随机场(MRF)理论,提出了一种新的聚类技术,将特征值分为信号和噪声两类,从而确定信号的数量。然后,构造基于Kullback-Leibler (KL)散度的度量来度量子空间相似性并重构协方差矩阵。最后,利用重构的协方差矩阵进行DOA估计。仿真结果表明,该算法优于其他方法。
{"title":"Broadband DOA estimation with KL divergence for covariance matrix reconstruction","authors":"Shuaishuai Pan,&nbsp;Zhiyong Luo","doi":"10.1016/j.aeue.2026.156213","DOIUrl":"10.1016/j.aeue.2026.156213","url":null,"abstract":"<div><div>Direction of Arrival (DOA) estimation has been applied in satellite applications. However, the growing demand for data volume has driven the gradual expansion of signal bandwidth, making broadband DOA estimation a critical challenge. Existing subspace-based DOA estimation algorithms usually exhibit weak performance and require prior information about the number of signals, limiting their practical applications. To address this issue, this paper proposes a novel broadband DOA estimation method based on covariance matrix reconstruction. First, focusing processing is applied to sampled data at different frequency points, and Eigenvalue Decomposition (EVD) is performed after obtaining the sample covariance matrix (SCM). Subsequently, a new clustering technique is developed by combining Gaussian Mixture Model (GMM) and Markov Random Field (MRF) theory to classify eigenvalues into signal and noise classes, thereby determining the number of signals. Then, a metric based on Kullback–Leibler (KL) divergence is constructed to measure subspace similarity and reconstruct the covariance matrix. Finally, DOA estimation is conducted using the reconstructed covariance matrix. Simulation results show that the proposed algorithms outperform other methods.</div></div>","PeriodicalId":50844,"journal":{"name":"Aeu-International Journal of Electronics and Communications","volume":"206 ","pages":"Article 156213"},"PeriodicalIF":3.2,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145977981","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","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
Aeu-International Journal of Electronics and Communications
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1