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Artifact removal of EEG data using wavelet total variation denoising and independent component analysis 基于小波全变差去噪和独立分量分析的脑电信号伪影去除
IF 1.2 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-01-21 DOI: 10.1007/s10470-025-02315-1
Santhosh Kumar Veeramalla, Vasu Deva Reddy Tatiparthi, E. Bharat Babu, Ratikanta Sahoo, T. V. K. Hanumantha Rao

The Electroencephalogram (EEG) signals have very small amplitudes, which allow for the data to be readily contaminated by numerous artifacts. When it comes to clinical assessment, the presence of artifacts makes the study of EEG more complex. Power Line noise, eye movements, Electromyogram (EMG), and Electrocardiogram (ECG) are the most often seen artifacts that impact the EEG. Various researchers have developed a variety of strategies and procedures to deal with these artifacts. We provide a method for denoising the EEG signal in this work. The suggested method is implemented using a combined approach of wavelet total variation denoising method (WATV) and Independent Component Analysis (ICA). ICA technique entails running ICA algorithm on independent components to derive the components. In the case of artifactual events, just the wavelet-ICA components related to that event are used and then eliminated. To create artifact-free EEG, the artifact-free wavelet components are reconstructed. The complete approach may be confirmed for simulated signals and may be utilized for processing biological data, which may include EEG signal measurements, and for images, such as MRIs, contaminated by additional random noise. Signal to Noise Ratio (SNR) and Root Mean Square Error (RMSE) will be used to evaluate the algorithm’s performance. The WATV-ICA framework improves SNR more than the other techniques, according to simulation results.

脑电图(EEG)信号具有非常小的振幅,这使得数据很容易被许多伪影污染。当涉及到临床评估时,伪影的存在使得脑电图的研究更加复杂。电力线噪声、眼球运动、肌电图(EMG)和心电图(ECG)是影响脑电图的最常见的伪影。各种各样的研究人员已经开发了各种各样的策略和程序来处理这些人工制品。本文提出了一种对脑电信号进行去噪的方法。该方法采用小波全变分去噪方法(WATV)和独立分量分析(ICA)相结合的方法实现。ICA技术需要在独立组件上运行ICA算法来推导组件。在人工事件的情况下,只使用与该事件相关的小波独立分量,然后消除。为了得到无伪影的脑电信号,对无伪影的小波分量进行重构。完整的方法可以用于模拟信号,并可用于处理生物数据,其中可能包括脑电图信号测量,以及被额外随机噪声污染的图像,例如核磁共振成像。用信噪比(SNR)和均方根误差(RMSE)来评价算法的性能。仿真结果表明,WATV-ICA框架比其他技术更能提高信噪比。
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引用次数: 0
Development of a novel microwave planar sensor for the fruit quality detection using free space transmission method 自由空间传输法检测水果品质的微波平面传感器的研制
IF 1.2 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-01-20 DOI: 10.1007/s10470-025-02304-4
Kalindi S. Shinde, Shweta N. Shah, Piyush N. Patel

Time-effective and accurate characterization of the dielectric constant of the fruit sample is important to gauge its quality. For this purpose, the present work aims design and simulation of a radio frequency probe structure. For testing of the structures, apple and pear fruits are selected. Initially, their sugar content level is measured with the Brix meter. The novelty in the design is added with the radiation structure at another end. Further, a design and fabrication of single port planar sensor has been performed. The novel simulated sensor is fabricated and used in array structure to test quality of the fruit sample kept in-between them, and results of S11 and S21 is obtained. Additional arrangements are made to rotate the fruit sample from 0 to 360° with the increment of 5° using microcontroller set up and stepper motor controller unit. The proposed novel sensor structure has applications in microwave-assisted sensing of quality parameters fruit for maintaining quality and safety and as protection against insects.

果品介电常数的实时准确表征对果品质量的评价具有重要意义。为此,本工作旨在设计和仿真一种射频探头结构。在结构测试中,选择了苹果和梨果实。最初,用糖度计测量它们的含糖量。另一端的辐射结构增加了设计的新颖之处。此外,还进行了单端口平面传感器的设计和制作。制作了新型模拟传感器,并将其应用于阵列结构中,对放置在两者之间的水果样品进行了质量测试,得到了S11和S21的测试结果。使用微控制器设置和步进电机控制器单元,使水果样品从0°旋转到360°,增量为5°。该传感器结构可应用于水果质量参数的微波辅助检测,以保证水果的质量和安全,并具有防虫作用。
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引用次数: 0
Fpga implementation of an efficient phase shift beamformer for narrow band sub-GHz applications 用于窄带sub-GHz应用的高效移相波束形成器的Fpga实现
IF 1.2 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-01-20 DOI: 10.1007/s10470-025-02308-0
P. Jeyakumar, K. Sudhakar, P. Thanapal, C. Navaneethan, S. Meenatchi

To improve the received signal strength beams are formed by multi-element arrays. These beams are focused on the direction of arriving signals, with an intention of maximizing the received signal power. The signals with noise and interference arrived from a distinct direction will be estimated by Uniform Linear Array (ULA) with 10 antenna elements. The earlier signal will be phase-shifted with the help of phase shift beamformer. The Coordinate Rotation Digital Computer (CORDIC) algorithm is used compute the vector angle in signal cluster. The CORDIC algorithm is employed determint the phase shift and frequency offset. The beamformer assumes that incoming signal are narrow banded, a phase shift can estimate the required delay and preserve the incoming signal strength. The beamformer circuit is designed in Xilinx Vivado for simulation and synthesized using both Virtex-7 device and their results are compared with exisiting methods, which is evidence that the proposed design is formidable pertaining to power and delay. This design can operate at 100 MHZ with total on-chip power consumption of 725 mW.

为了提高接收信号的强度,采用多单元阵列形成波束。这些波束聚焦于到达信号的方向,目的是最大限度地提高接收到的信号功率。采用10个天线单元的均匀线性阵列(ULA)对来自不同方向的噪声和干扰信号进行估计。在移相波束形成器的帮助下,将早期信号移相。采用坐标旋转数字计算机(CORDIC)算法计算信号簇中的矢量角。采用CORDIC算法确定相移和频偏。波束形成器假设输入信号是窄带的,相移可以估计所需的延迟并保持输入信号的强度。在Xilinx Vivado中设计了波束形成电路,并使用Virtex-7器件进行了仿真和合成,并将其结果与现有方法进行了比较,证明了所提出的设计在功率和延迟方面是强大的。该设计可在100 MHZ下工作,片上总功耗为725 mW。
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引用次数: 0
A 10 W 93.7% peak efficiency load balanced single inductor double output (SIDO) hysteretic buck converter with 0.0063 mV/mA low cross regulation 一个10瓦93.7%峰值效率负载平衡单电感双输出(SIDO)迟滞降压变换器,0.0063 mV/mA低交叉调节
IF 1.2 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-01-18 DOI: 10.1007/s10470-025-02302-6
Seyrani Korkmaz, Gunhan Dundar

This paper presents a novel Single Inductor Double Output (SIDO) Hysteretic Buck converter which balances one output with respect to the other by continously monitoring the load demands of both outputs and then aligning the outputs such that each output regulates its load with minimal disturbance to the other. Load balancing prioritizes the inductor current delivery in the case of a large load current request. The controller aims to finalize the ongoing regulation of the recent output in a prompt manner and then directs the inductor current to the steep load demand output and afterwards returns to the initial output regulation in an iterative way. In conjunction with iterative duty cycle adjustment of outputs, a frequency counter is utilized to accelerate the iteration process to enhance the transient response further. In addition, a delay locked loop fine tunes the duty cycle further to reduce the steady state cross regulation and also limits the switching frequency spectrum. Consequently, both static cross regulation and transient cross regulation performance are further improved compared to previous SIDO architectures. Post-layout simulation results indicate that this architecture has a static cross regulation of 0.0009 mV/mA and transient cross regulation of 0.0063 mV/mA. This SIDO buck converter outperforms the previous studies with a total power delivery capability by supplying 3A load current at each output and 10 W of total power with a peak efficiency of 93.7%.

本文提出了一种新型的单电感双输出(SIDO)滞回Buck变换器,它通过连续监测两个输出的负载需求,然后对齐输出,使每个输出在对另一个输出干扰最小的情况下调节其负载,从而使一个输出相对于另一个输出平衡。负载平衡在大负载电流请求的情况下优先考虑电感电流的输送。控制器的目的是迅速完成对最近输出的持续调节,然后将电感电流定向到陡负载需求输出,然后以迭代的方式返回到初始输出调节。结合输出的迭代占空比调整,利用频率计数器加速迭代过程,进一步提高暂态响应。此外,延时锁紧环进一步微调占空比,以减少稳态交叉调节,并限制开关频谱。因此,与以前的SIDO结构相比,静态交叉调节和瞬态交叉调节性能都得到了进一步提高。布局后仿真结果表明,该结构的静态交叉调节为0.0009 mV/mA,瞬态交叉调节为0.0063 mV/mA。该SIDO降压变换器的总功率输出能力优于以往的研究,在每个输出端提供3A负载电流和10w总功率,峰值效率为93.7%。
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引用次数: 0
A comparative study on nonlinear dynamics: between peak current mode, peak V2 and enhanced V2 modulated buck converter 峰值电流模式、峰值V2和增强V2调制降压变换器的非线性动力学比较研究
IF 1.2 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-01-17 DOI: 10.1007/s10470-025-02307-1
Shilpi Saha, Sukanya Parui

The studies on Nonlinear Phenomena have been carried out in buck converter controlled by three different types of modulation technique—Peak current, Peak V2 and Enhanced V2. These three modulation methods are rippled based control methods as inductor current ripple is used in Peak current modulation (PCM) method and output ripple voltage used in both Peak V2 and Enhanced V2 modulation methods and due to that all three modulation methods provide fast dynamic response. Here three modulation techniques have been explained in details and simulation results have been provided. For designing the modulators—we consider two loops i.e. inner loop or fast feedback path (FFBP) and outer loop or slow feedback path (SFBP). The outer loop of all these three modulation methods contains same information, the difference between reference voltage and output voltage. Mathematical model has been developed with the help of state space equation in continuous conduction mode (CCM). Bifurcation diagrams are obtained with load resistance, input voltage and reference voltage as bifurcation parameter. To validate the bifurcation pattern, time plot and phase plane trajectory at each transition have been shown for these three types of modulated system. A comparative study has been made. Experiments are conducted on an enhanced V2 modulated buck converter to validate the nature of the nonlinearities. To check the dependency of the system on ESR value, parameter space plots are developed and compared for all these three types of control technique.

采用峰值电流、峰值V2和增强V2三种调制技术对降压变换器进行了非线性现象的研究。这三种调制方法都是基于纹波的控制方法,因为电感电流纹波用于峰值电流调制(PCM)方法,输出纹波电压用于峰值V2和增强V2调制方法,由于这三种调制方法都提供了快速的动态响应。本文详细介绍了三种调制技术,并给出了仿真结果。对于调制器的设计,我们考虑了两个环,即内环或快速反馈路径(FFBP)和外环或慢反馈路径(SFBP)。这三种调制方法的外环都包含相同的信息,即基准电压和输出电压之差。利用状态空间方程建立了连续传导模式(CCM)的数学模型。以负载电阻、输入电压和基准电压为分岔参数,得到分岔图。为了验证分岔模式,给出了这三种调制系统在每个转变处的时间图和相平面轨迹。并进行了比较研究。在增强型V2调制降压变换器上进行了实验,验证了非线性特性。为了检验系统对ESR值的依赖性,绘制了参数空间图,并对这三种控制技术进行了比较。
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引用次数: 0
Modelling of efficient nano-scale code converters using quantum dot cellular automata 基于量子点元胞自动机的高效纳米码转换器建模
IF 1.2 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-01-16 DOI: 10.1007/s10470-025-02300-8
Javeed Iqbal Reshi, M. Tariq Banday, Farooq A. Khanday

In recent years Quantum Cellular Automata (QCA) technology has emerged as an ideal option to substitute the current CMOS technology. QCA offers operation in the terahertz range, small area, and low power in nano-scale circuit design. This paper explores the application of quantum dot cellular automata(QCA) technology in efficient floorplanning of digital code converters using the tile based architecture of QCA XOR gate. The proposed code converter circuits exhibits the benefits of low cell count, area, cost and low energy dissipation. The suggested layouts have achieved the 11.42% reduction in cell count, 29.53% reduction in total occupational area,30.93% reduction in cost and 11.52% increase in area utilization factor in comparison to similar counterparts. The functional validity of the suggested designs were validated using QCADesigner 2.0.3 tool. In addition, the energy dissipation analysis were calculated using the QCAPro tool at standard tunelling energy levels o 0.5EK, 1.0EK, 1.5EK.

近年来,量子元胞自动机(QCA)技术已成为替代现有CMOS技术的理想选择。QCA提供太赫兹范围内的操作,小面积,低功耗的纳米级电路设计。本文探讨了量子点元胞自动机(QCA)技术在基于量子点元胞自动机异或门结构的数字码转换器的高效布局中的应用。所提出的编码转换电路具有低单元数、低面积、低成本和低能耗的优点。与同类布局相比,建议布局的单元数减少11.42%,总占地面积减少29.53%,成本降低30.93%,面积利用率提高11.52%。采用qcaddesigner 2.0.3工具对建议设计的功能效度进行验证。此外,使用QCAPro工具计算了0.5EK、1.0EK、1.5EK标准隧道能量水平下的能量耗散分析。
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引用次数: 0
Temperature dependence of analog/RF performance, linearity and harmonic distortion figures of merit in negative capacitance quad-FinFET 负电容四finfet中模拟/射频性能、线性度和谐波失真值的温度依赖性
IF 1.2 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-01-13 DOI: 10.1007/s10470-025-02324-0
K. Vanlalawmpuia, Aditya Sankar Medury

This paper presents an investigation on the impact of temperature variations (150 –400 K) on the DC, analog/RF performance such as total gate capacitance (Cgg), transconductance (gm), output conductance (gd), intrinsic gain, transconductance efficiency, cut-off frequency (fT), and transconductance frequency product (TFP) of the negative capacitance quad-FinFET (NCQ-FinFET). A comparative evaluation of the analog/RF performance of the NCQ-FinFET and SOI NC-FinFET is carried out. Additionally, the influence of temperature on the linearity figures of merit in the NCQ-FinFET is analysed for a wide range of temperature, including higher order harmonics, higher order voltage intercept points, third-orders power-intercept points and intermodulation distortion, and 1-dB compression point. Furthermore, the harmonic distortion (HD) metrics such as second and third order harmonic distortion (HD2 and HD3), as well as total harmonic distortion (THD) are presented for different temperature range. The analog/RF, linearity and HD metrics are observed to be significantly impacted by temperature variation. According to the analysis, when temperature increases from 150 K to 400 K, the analog/RF characteristics deteriorates while the linearity and HD metrics are improved.

本文研究了温度变化(150 -400 K)对负电容四finfet (NCQ-FinFET)的直流、模拟/射频性能的影响,如总栅极电容(Cgg)、跨导(gm)、输出电导(gd)、固有增益、跨导效率、截止频率(fT)和跨导频率积(TFP)。对NCQ-FinFET和SOI NC-FinFET的模拟/射频性能进行了比较评估。此外,分析了温度对NCQ-FinFET线性特性的影响,包括高阶谐波、高阶电压截距点、三阶功率截距点和互调失真,以及1db压缩点。此外,给出了不同温度范围下的谐波失真(HD)指标,如二阶和三阶谐波失真(HD2和HD3)以及总谐波失真(THD)。模拟/RF、线性度和高清指标被观察到受温度变化的显著影响。分析表明,当温度从150 K增加到400 K时,模拟/射频特性恶化,而线性度和高清指标得到改善。
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引用次数: 0
Design and optimization of UWB fractal micro strip patch antenna for vehicular communication applications under futuristic frequencies 未来频率下车载通信用超宽带分形微带贴片天线的设计与优化
IF 1.2 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-01-10 DOI: 10.1007/s10470-025-02301-7
Raghavendra Karanam, Deepti Kakkar

A new microstrip patch antenna design with a Defected Ground Structure (DGS) is described in this research for 5G V2V and V2I communication in the 25 GHz to 35 GHz frequency band. The proposed antenna improves performance and bandwidth enhancement by combining back propagation model ANN, fractal geometry, and DGS. ANN optimizes antenna size and an enhancement in bandwidth is noticed. Fractal geometry reduces antenna size and improves radiation and bandwidth through self-similarity at various scales. Additionally, this fractal-based method reduces unnecessary side lobes, enhancing performance. DGS prevent surface wave propagation, reduce cross-coupling, and boost gain. Periodic ground plane slots or patches control radiation patterns and facilitate element mutual interaction in the DGS. DGS microstrip patch antennas provide a high gain of 9 dB, a massive simulation bandwidth of 4900 MHz and measured bandwidth of 4600MHz, and a lack of mutual coupling. It’s a great 5G V2V and V2I solution for reliable communication.

本文介绍了一种新型的微带贴片天线设计,该天线具有缺陷地结构(DGS),适用于25ghz ~ 35ghz频段的5G V2V和V2I通信。该天线结合了反向传播模型ANN、分形几何和DGS,提高了性能和带宽。人工神经网络优化了天线尺寸,并注意到带宽的增强。分形几何通过在不同尺度上的自相似性减小了天线尺寸,提高了辐射和带宽。此外,这种基于分形的方法减少了不必要的侧瓣,提高了性能。DGS防止表面波传播,减少交叉耦合,提高增益。周期性地平面槽或贴片控制辐射模式,促进DGS中元件的相互作用。DGS微带贴片天线具有9 dB的高增益、4900 MHz的仿真带宽和4600MHz的实测带宽,且无互耦合。这是一个很好的5G V2V和V2I解决方案,可以实现可靠的通信。
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引用次数: 0
Variable frequency buck-boost converter for high efficiency voltage stacked systems 用于高效电压堆叠系统的变频降压-升压变换器
IF 1.2 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-12-30 DOI: 10.1007/s10470-024-02297-6
Nurzhan Zhuldassov, Kan Xu, Eby G. Friedman

The rise of mobile technologies and cloud computing has increased the importance of efficient energy consumption. Due to parallelism, high voltage conversion ratios, and large supply currents, power losses are rapidly increasing. This issue can be managed by on-package voltage stacking, where the current is recycled between multiple cores. Current mismatch between serially connected cores however produces a noise voltage between the cores. Differential power processing (DPP) converters are a potential solution to this issue. In the current work, a power efficient, load-to-load synchronous buck converter operating within a voltage stacked system is examined. The buck converter is evaluated under very high current demand, where the core currents in a voltage stacked system reach a tenfold difference. A compact model to characterize the voltage drop in serially stacked systems is also described. Furthermore, a circuit topology to increase the power efficiency of this converter is proposed. By using an interleaved system with different active phases, the inductance in the converter can be changed, which produces variable frequency operation, resulting in increased power efficiency due to lower switching losses. The power efficiency of the converter is increased by up to 8% as compared to constant frequency operation, achieving a range between 89% to 99%.

移动技术和云计算的兴起增加了高效能源消耗的重要性。由于并联、高电压转换比和大电源电流,功率损耗正在迅速增加。这个问题可以通过封装电压叠加来解决,其中电流在多个内核之间循环。然而,在串行连接的核心之间的电流不匹配会在核心之间产生噪声电压。差分功率处理(DPP)转换器是解决这一问题的一个潜在方案。在当前的工作中,研究了在电压堆叠系统中工作的功率高效,负载对负载同步降压变换器。降压变换器在非常高的电流需求下进行评估,其中电压堆叠系统中的核心电流达到十倍的差值。还描述了一个紧凑的模型来表征串联堆叠系统中的电压降。此外,还提出了一种电路拓扑结构,以提高该变换器的功率效率。通过使用具有不同有源相的交错系统,可以改变变换器中的电感,从而产生变频工作,从而由于降低开关损耗而提高功率效率。与恒频操作相比,转换器的功率效率提高了8%,达到89%至99%的范围。
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引用次数: 0
Monopole based flower-shaped 4-element MIMO antenna with high diversity performance for 4G: LTE, 5G: sub-6 GHz (n77/n78/n79), WiFi-5 and WiFi-6 bands applications 基于单极子的花形 4 元 MIMO 天线,具有高分集性能,适用于 4G、5G 和 LTE:LTE、5G:6 GHz 频段以下(n77/n78/n79)、WiFi-5 和 WiFi-6 频段应用
IF 1.2 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-12-20 DOI: 10.1007/s10470-024-02293-w
Tathababu Addepalli, Rajasekhar Manda, Medikonda Ashok Kumar

In this paper, a monopole-based flower-shaped 4-element multiple-input multiple-output antenna is designed for 4G Long-term evolution bands, 5G sub-6 GHz bands, Wifi-5 and Wifi-6 bands applications. The proposed model is designed and fabricated on low cost FR4 material with a dielectric constant of 4.4 and compactness of 54 × 54 mm2 (0.51 λ0 × 0.51 λ0, where λ0 measured at the lower band) size, having the height of 1.6 mm. The single radiating patch of size 26 × 20 mm2, and it works in the frequency range of 3.34 to 6.32 GHz. Later, four single radiators are placed in an orthogonal manner for isolation enhancement. The working band of the proposed model is 2.88 to 6.12 GHz with isolation more than 15 dB for adjacent elements and better than 20 dB for diagonal elements. The stable radiation patterns and high radiation efficiency values above 90% are achieved in the entire working region. A minimum gain of 2.75 dBi and maximum gain of 5.25 dBi is attained. The diversity characteristics of the proposed model are checked with low Envelope correlation coefficient, high Diversity gain, low Channel capacity loss, good Mean effective gain, and acceptable Total active reflection coefficient values. The proposed model is developed and validated with simulated results, which are in good agreement.

本文针对4G长期演进频段、5G sub- 6ghz频段、Wifi-5和Wifi-6频段应用,设计了一种基于单极子的花形4元多输入多输出天线。该模型采用介电常数为4.4、密度为54 × 54 mm2 (0.51 λ0 × 0.51 λ0, λ0在下波段测量)的低成本FR4材料设计制作,高度为1.6 mm。单个辐射贴片尺寸为26 × 20 mm2,工作频率范围为3.34 ~ 6.32 GHz。随后,四个单散热器以正交方式放置,以增强隔离。该模型工作频带为2.88 ~ 6.12 GHz,相邻单元隔离度大于15 dB,对角单元隔离度大于20 dB。整个工作区域的辐射分布稳定,辐射效率高达90%以上。最小增益为2.75 dBi,最大增益为5.25 dBi。通过低包络相关系数、高分集增益、低信道容量损失、良好的平均有效增益和可接受的总主动反射系数值来检验该模型的分集特性。建立了该模型,并与仿真结果进行了验证,结果吻合较好。
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引用次数: 0
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Analog Integrated Circuits and Signal Processing
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