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A design methodology for analog integrated artificial neural networks circuits: architectures, design and training 模拟集成人工神经网络电路的设计方法:架构、设计和训练
IF 1.4 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-08-22 DOI: 10.1007/s10470-025-02480-3
Vassilis Alimisis, Konstantinos Cheliotis, Vasileios Moustakas, Anna Mylona, Christos Dimas, Paul P. Sotiriadis

A general methodology for designing analog integrated  artificial neural networks is presented in this work. Each high-level architecture is composed of different analog integrated circuits operating in the sub-threshold region. Modularity and scalability are key considerations in the design of each implementation, enabling successful adaptation to changes in classification parameters. The operating principles of each neural network are thoroughly explained, and the proposed designs are implemented as fully adjustable, low-power, low-voltage systems targeted at electrical impedance tomography applications. This design methodology was implemented using the Cadence IC Suite for both schematic design and simulation, employing a TSMC 90 nm CMOS process. During the verification stage, simulation results were meticulously compared with software-based implementations of each neural network. The comparison study and simulation results validate the proposed design methodology. Monte Carlo simulations, incorporating process variations and mismatches, along with corner-case analysis, are conducted to verify the robustness of the design methodology.

本文提出了一种设计模拟集成人工神经网络的通用方法。每个高级体系结构由不同的模拟集成电路组成,工作在亚阈值区域。模块化和可伸缩性是每个实现设计中的关键考虑因素,可以成功地适应分类参数的变化。每个神经网络的工作原理进行了彻底的解释,并提出的设计被实现为完全可调,低功耗,低压系统针对电阻抗断层扫描应用。该设计方法使用Cadence IC套件进行原理图设计和仿真,采用台积电90纳米CMOS工艺。在验证阶段,仿真结果与每个神经网络的软件实现进行了细致的比较。对比研究和仿真结果验证了所提出的设计方法。蒙特卡罗模拟,结合过程变化和不匹配,以及角落案例分析,进行验证设计方法的鲁棒性。
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引用次数: 0
Flexible fractal loaded patch antenna for wearable application 可穿戴柔性分形加载贴片天线
IF 1.4 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-08-21 DOI: 10.1007/s10470-025-02475-0
M. Shunmugathammal, C. Ajitha, Finney Daniel Shadrach, N. Muthukumaran, K. A. Malar, A. Ahilan, P. Deepa, Balamurali Pydi

This article presents the design of a compact, flexible Hilbert fractal-loaded antenna on curved patch geometry for a wearable non-invasive glucose monitoring device. The proposed FLCPA (Fractal Loaded Curved Patch Antenna) design consists of a curved fractal-filled radiating element, defective ground plane and microstrip feedline. The design is fabricated using a flexible polyimide substrate with a thickness of 0.25 mm. The antenna operates in 2.45GHzISM, Wi-Max (3.6–3.8 GHz) and portions of UWB (3.61 GHz to5.28 GHz) with dimensions of 17 × 25 × 0.25 mm3. The proposed antenna structure has been simulated using ANSYS HFSS and fabricated results are tested using an Agilent vector network analyser (VNA) and Anchoic chamber. The experimental results show that the antenna works well for wearable application working in the ISM band with a gain of 2.5dB and radiation efficiency of 75.6%. The operational bands covering the bandwidth of 1670 MHz and 220 MHz on analysing the design over a human phantom model, it is clear that the design is well suitable for application in diagnostic health monitoring systems. Also, the proposed system leverages the principles of electromagnetic wave propagation through human Finger tissues, providing a reliable and convenient alternative to conventional invasive methods. Simulated analysis made on the thumb finger phantom designed in the HFSS environment and the variations in the frequency shift for different glucose concentration were observed.

本文介绍了一种紧凑、灵活的希尔伯特分形加载天线的设计,该天线采用弯曲的贴片几何形状,用于可穿戴的无创血糖监测设备。本文提出的分形加载曲面贴片天线(FLCPA)设计由一个弯曲的分形填充辐射单元、缺陷接平面和微带馈线组成。该设计采用厚度为0.25 mm的柔性聚酰亚胺基板制造。该天线工作在2.45GHz、Wi-Max (3.6-3.8 GHz)和部分UWB (3.61 GHz至5.28 GHz)频段,尺寸为17 × 25 × 0.25 mm3。利用ANSYS HFSS对所提出的天线结构进行了仿真,并利用安捷伦矢量网络分析仪(VNA)和凤尾石室对仿真结果进行了测试。实验结果表明,该天线可以很好地工作在ISM频段,增益为2.5dB,辐射效率为75.6%。工作频带覆盖1670 MHz和220 MHz的带宽,通过对人体幻影模型的分析,很明显,该设计非常适合于诊断健康监测系统的应用。此外,该系统利用电磁波通过人体手指组织传播的原理,为传统的侵入方法提供了一种可靠和方便的替代方法。对HFSS环境下设计的拇指指模进行仿真分析,观察不同葡萄糖浓度下的频移变化。
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引用次数: 0
A high-accuracy low-power current mirror with extended dynamic range 高精度低功率电流反射镜,扩展动态范围
IF 1.4 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-08-21 DOI: 10.1007/s10470-025-02469-y
Astha Dadheech, Nikhil Raj, Divyang Rawal

An amplifier-based current mirror circuit for a wide dynamic range has been presented in this paper. In the proposed work, the current mirror uses a modified Flipped Voltage Follower with a level shifter approach, incorporating a CMOS Current Differential Amplifier (CDA) as an active amplifier to enhance amplification, dynamic current range, and output swing. This current mirror design demonstrates a wide current mirroring range of up to 3 mA with minimal current transfer error (0.42%) and low input resistance of 2.69 Ω with a bandwidth of 1.038 GHz. An improved output resistance is achieved by applying a modified feedback approach at the output stage, resulting in an increase from MΩ to GΩ. The current mirror delivers a high output swing of 0.7–0.8 V, with power dissipation within the microwatt range. As an application, a first-order current mode low pass filter is realized using a proposed architecture. The performance analysis of the proposed work is supported through small signal analysis. The simulations and corner analysis are also carried using Cadence Virtuoso on UMC 180 nm technology.

本文提出了一种基于放大器的宽动态范围电流镜像电路。在提出的工作中,电流反射镜使用了一个带有电平移位器的改进的翻转电压跟随器,将CMOS电流差分放大器(CDA)作为有源放大器,以增强放大,动态电流范围和输出摆幅。该电流镜设计具有高达3 mA的宽电流镜像范围,电流传输误差最小(0.42%),输入电阻低至2.69 Ω,带宽为1.038 GHz。通过在输出阶段应用改进的反馈方法来实现输出电阻的改进,从而使输出电阻从MΩ增加到GΩ。电流反射镜提供0.7-0.8 V的高输出摆幅,功耗在微瓦范围内。作为一种应用,利用所提出的结构实现了一阶电流模式低通滤波器。通过小信号分析来支持所提出工作的性能分析。利用Cadence Virtuoso在UMC 180nm工艺上进行了仿真和拐角分析。
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引用次数: 0
Characterization of integrated on-chip graphene/Cu inductor for MEMS technology 用于MEMS技术的集成片上石墨烯/铜电感的表征
IF 1.4 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-08-21 DOI: 10.1007/s10470-025-02482-1
Mokhtaria Derkaoui, Mohamed Sahraoui, Lamia Loubna Serjy

Graphene has become an interesting material in electronic and biological applications due to its excellent properties. The work of this paper presents an integrated on-chip planar spiral inductor based on graphene/Cu film. The conductive coil of graphene/Cu composite film is fabricated using MEMS technology. The inductor consists of two octagonal planar spiral turns deposited on graphene film which is prepared using electrophoretic deposition method. Investigated electrical performance of the inductor are tested based on equivalent electrical circuit. The electrical performance comparison results confirm that octagonal geometry is more appropriate than the square form. The graphene/Cu composite film presents good results comparing to pure copper inductor. The graphene/Cu inductor using electrophoretic deposition method presents a good quality for reduced number of turns and compact sizes. Using scanning electron microscope, the optimized electrophoretic deposition voltage is intended to be 12 V. Using atomic force microscope measurements, graphene film presents a lower roughness surface morphology by electrophoretic deposition method. This study offers a new way to enlarge the use of graphene in the integrated microelectronic devices.

石墨烯由于其优异的性能,在电子和生物领域已成为一种有趣的材料。本文提出了一种基于石墨烯/铜薄膜的集成片上平面螺旋电感。采用MEMS技术制备了石墨烯/铜复合薄膜导电线圈。该电感器由两个八角形平面螺旋匝组成,并沉积在电泳制备的石墨烯薄膜上。基于等效电路对所研究电感的电性能进行了测试。电性能比较结果证实,八角形比方形更合适。与纯铜电感相比,石墨烯/铜复合薄膜具有良好的性能。采用电泳沉积方法制备的石墨烯/铜电感具有良好的质量,减少了匝数和紧凑的尺寸。在扫描电镜下,电泳沉积的最佳电压为12v。通过原子力显微镜测量,电泳沉积法制备的石墨烯薄膜具有较低的表面粗糙度。本研究为扩大石墨烯在集成微电子器件中的应用提供了一条新的途径。
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引用次数: 0
A novel SOA-Based method for enhancing SNR in FBG-Based strain and temperature sensing 基于soa的fbg应变和温度传感信噪比提高方法
IF 1.4 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-08-21 DOI: 10.1007/s10470-025-02478-x
Mohammad Reza Kalantari, Saeed Olyaee

This paper introduces the first integrated three-stage design including a semiconductor optical amplifier (SOA), an erbium-doped fiber amplifier (EDFA), and a noise suppression loop. This system effectively mitigates amplified spontaneous emission (ASE) noise in fiber Bragg grating (FBG)-based strain and temperature sensing applications. The proposed configuration addresses the persistent challenge of a low signal-to-noise ratio (SNR), which limits the sensitivity and precision of FBG sensors. The system consists of an SOA-based modulator, an EDFA pre-amplifier with feedback control, and a fast photodetector within a noise-suppression module. Previous interrogation methods have achieved SNRs approaching 30 dB. Our design exceeds this threshold, delivering an output SNR improvement of 35.34 dB compared to conventional single-stage architectures. Simulation results validate the effectiveness of the proposed design in enhancing signal quality. They also demonstrate its strong potential for deployment in high-precision sensing applications, including structural health monitoring, aerospace systems, and biomedical diagnostics.

本文介绍了第一个集成的三级设计,包括半导体光放大器(SOA)、掺铒光纤放大器(EDFA)和噪声抑制环路。该系统有效地缓解了光纤布拉格光栅(FBG)应变和温度传感应用中的放大自发发射(ASE)噪声。提出的配置解决了低信噪比(SNR)的持续挑战,这限制了FBG传感器的灵敏度和精度。该系统由一个基于soa的调制器、一个带有反馈控制的EDFA前置放大器和一个噪声抑制模块内的快速光电探测器组成。以前的审讯方法的信噪比已经接近30分贝。我们的设计超过了这个阈值,与传统的单级架构相比,输出信噪比提高了35.34 dB。仿真结果验证了该设计在提高信号质量方面的有效性。它们还展示了其在高精度传感应用中部署的强大潜力,包括结构健康监测、航空航天系统和生物医学诊断。
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引用次数: 0
A quasi-constant frequency AOT applied to buck converter CCM mode 应用于降压变换器CCM模式的准恒频AOT
IF 1.4 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-08-18 DOI: 10.1007/s10470-025-02474-1
Wanli Jia, Pengcheng Ma, Lin Zhang, Xinmei Wang

An adaptive constant on-time (AOT) module suitable for on-chip integrated BUCK converters is proposed to address the issue of significant switching frequency variations with load current in continuous conduction mode. This involves sampling the voltage drop across the parasitic resistance of the inductor via a resistor-capacitor network, and superimposing it on the output voltage and the voltage of the switching node during the conduction of the rectifying MOSFET via a sampling capacitor. The conduction resistance and voltage drops of the switching and rectifying transistors are also considered to reduce the correlation between switching frequency and load current. Additionally, a method of subtracting threshold voltages is used to achieve voltage-to-current conversion, obtaining charging currents for the capacitor. A low-power comparator is incorporated to ensure a low quiescent current under light-load conditions. The proposed AOT structure is implemented using 0.18(mu)m BCD technology. Simulation results show that the input voltage of the BUCK converter with AOT control ranges from 2.5V to 5.5V, output voltage from 1.5V to 2.0V, with a maximum output current of 3A. Under continuous conduction mode, the load current variation of 2.5A results in a switching frequency variation of 44.9 kHz, with a rate of change of 17.96kHz/A and a variation range of 2(%).

针对连续导通模式下BUCK开关频率随负载电流变化较大的问题,提出了一种适用于片上集成BUCK转换器的自适应恒导通(AOT)模块。这包括通过电阻-电容网络对电感寄生电阻上的压降进行采样,并在整流MOSFET导通期间通过采样电容将其叠加到输出电压和开关节点的电压上。还考虑了开关和整流晶体管的导通电阻和压降,以减小开关频率与负载电流之间的相关性。此外,使用减去阈值电压的方法来实现电压-电流转换,从而获得电容器的充电电流。采用低功率比较器,以确保在轻负载条件下具有低静态电流。提出的AOT结构采用0.18 (mu) m BCD技术实现。仿真结果表明,采用AOT控制的BUCK变换器输入电压范围为2.5V ~ 5.5V,输出电压范围为1.5V ~ 2.0V,最大输出电流为3A。在连续导通模式下,负载电流变化2.5A导致开关频率变化44.9 kHz,变化率为17.96kHz/ a,变化范围为2 (%)。
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引用次数: 0
Architectural design of sequential circuit based on improved diode-free adiabatic logic 基于改进无二极管绝热逻辑的顺序电路结构设计
IF 1.4 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-08-15 DOI: 10.1007/s10470-025-02463-4
Reginald H. Vanlalchaka, Reshmi Maity, Ricky L. Ralte, L. R. M. Punte, P. C. Rohmingliana, R. Lalawmpuii, Niladri Pratap Maity

The primary objective of the work is to demonstrate the efficacy of a recently proposed adiabatic logic family called improved Diode-Free Adiabatic Logic (IDFAL), particularly for sequential circuit applications under variable conditions. The IDFAL architecture employs a two-phase clocking mechanism along with a complementary split-level sinusoidal power supply for efficient energy recovery. Extensive simulations were conducted on various sequential circuits using IDFAL at 45 nm technology node, employing Berkeley Low Power Predictive Technology Model (LP PTM V2.1). Since adiabatic logic is efficient at lower operating frequencies, analyses were performed at 100 kHz and 400 kHz. The study was carried out using Cadence Virtuoso in an analog environment with Spectre®. The performance of IDFAL-based sequential circuits is compared against conventional CMOS and other recent adiabatic logic styles, including Clocked CMOS Adiabatic Logic (CCAL), 2PASCL, 2PADCL, ADCL, DFAL, and QSERL. Power efficiency remains a critical factor for high-performance, portable applications. Energy recovery techniques based on adiabatic switching help reduce power by conserving energy stored in load capacitors. IDFAL, based on CMOS principles, incorporates a sinusoidal power clock and additional control transistors to lower peak currents and leakage power. Simulation results indicate that IDFAL achieves the lowest Power Delay Product (PDP) and Energy Delay Product (EDP) among the predictable designs.

这项工作的主要目的是证明最近提出的一种称为改进无二极管绝热逻辑(IDFAL)的绝热逻辑家族的有效性,特别是在可变条件下的顺序电路应用。IDFAL架构采用两相时钟机制以及互补的分裂电平正弦电源,以实现高效的能量回收。采用Berkeley低功耗预测技术模型(LP PTM V2.1),在45纳米技术节点上使用IDFAL对各种顺序电路进行了广泛的仿真。由于绝热逻辑在较低的工作频率下是有效的,因此在100 kHz和400 kHz进行了分析。该研究是在模拟环境中使用Cadence Virtuoso与Spectre®进行的。基于idfal的顺序电路的性能与传统CMOS和其他最近的绝热逻辑风格进行了比较,包括时钟CMOS绝热逻辑(CCAL), 2PASCL, 2PADCL, ADCL, DFAL和QSERL。电源效率仍然是高性能便携式应用程序的关键因素。基于绝热开关的能量回收技术通过节省存储在负载电容器中的能量来帮助降低功率。IDFAL基于CMOS原理,集成了正弦功率时钟和额外的控制晶体管,以降低峰值电流和泄漏功率。仿真结果表明,IDFAL在可预测设计中具有最低的功率延迟积(PDP)和能量延迟积(EDP)。
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引用次数: 0
Improvement of conversion cycle and estimation of capacitor mismatch in hybrid analog-to-digital converters using flash and successive approximation register 利用闪存和逐次逼近寄存器改进模数混合转换器的转换周期和估计电容失配
IF 1.4 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-08-11 DOI: 10.1007/s10470-025-02471-4
Ryukichi Hirai, Ryo Kishida, Tatsuji Matsuura, Akira Hyogo

This paper presents hybrid 8-bit analog-to-digital converter (ADC) architectures that consists of flash ADC and successive approximation register (SAR) ADC. We have proposed the hybrid flash-SAR ADC consisting of 4-bit flash ADC and 3-trit radix-3 SAR ADC to improve conversion speed. It is called flash-radix-3-SAR ADC. The proposed ADC consists of the 3-bit flash ADC, 1-trit radix-3 SAR ADC and 4-bit two-bit/cycle SAR ADC to reduce the number of bit in the flash ADC. It is called flash-hybrid-SAR ADC. The proposed flash-hybrid-SAR ADC can reduce by half the number of resistors and comparators in the flash ADC from the conventional 8-bit hybrid flash-radix-3-SAR ADC with the same sampling rate at 142.8 MS/s. The proposed circuit is validated through transient simulations and capacitor mismatch analysis. The results confirm 8-bit resolution with DNL (Differential non-linearity) and INL (Integral non-linearity) within ±1.0 LSB and ±0.5 LSB, respectively. The circuits also maintain stable performance under ±0.5% capacitor mismatch conditions.

本文提出了一种混合8位模数转换器(ADC)架构,该架构由flash ADC和逐次逼近寄存器(SAR) ADC组成。为了提高转换速度,我们提出了由4位闪存ADC和3位基3 SAR ADC组成的混合闪存-SAR ADC。称为flash-radix-3-SAR ADC。该ADC由3位flash ADC、1-trit基数-3 SAR ADC和4位2位/周期SAR ADC组成,以减少flash ADC的位数。称为flash-hybrid-SAR ADC。与传统的8位混合flash-radix-3- sar ADC相比,该flash-hybrid- sar ADC中电阻和比较器的数量减少了一半,采样率为142.8 MS/s。通过暂态仿真和电容失配分析验证了该电路的有效性。结果证实了8位分辨率,DNL(微分非线性)和INL(积分非线性)分别在±1.0 LSB和±0.5 LSB范围内。电路在±0.5%电容失配条件下也保持稳定的性能。
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引用次数: 0
Cyclic memory: a low-latency, single-buffer technique for FMCW LiDAR interleaving/de-interleaving 循环存储器:用于FMCW激光雷达交错/去交错的低延迟单缓冲区技术
IF 1.4 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-08-11 DOI: 10.1007/s10470-025-02476-z
O. S. Hafez, O. A. Abouelfetouh, Y. O. Mohamed, M. N. Hasaneen, O. H. Fathy, Y. H. Hassan, M. M. Mahroos, R. A. Elomda, M. M. Ghouneem

Pipelined systems have long proven their efficiency in high-throughput data processing by enabling concurrent execution of sequential tasks. However, a recurring challenge in such systems is the mismatch between order of data generation and consumption across pipeline stages. This problem imposes a critical constraint: the system must collect new data block while simultaneously reorganizing previously acquired data block–all without interrupting pipeline throughput. A ping-pong buffer allows a system to do so by doubling buffering memory size. This idea increases memory data throughput by not halting the pipeline operation. This paper presents a memory read/write algorithm called “Cyclic Memory” as an alternative to the ping-pong buffering algorithm for the data interleaving/de-interleaving process. Unlike the ping-pong buffering algorithm, the cyclic memory algorithm does not require double buffering. This means that cyclic memory cuts memory requirements in half, uses less area, and consumes less power. This paper will discuss the derivation of the algorithm as well as its implementation.

流水线系统通过支持并发执行顺序任务,已经证明了它们在高吞吐量数据处理方面的效率。然而,在这样的系统中,一个反复出现的挑战是跨管道阶段的数据生成和消费顺序之间的不匹配。这个问题施加了一个关键的约束:系统必须收集新的数据块,同时重新组织以前获得的数据块-所有这些都不中断管道吞吐量。乒乓缓冲区允许系统通过将缓冲内存大小加倍来实现这一目标。这个想法通过不停止管道操作来提高内存数据吞吐量。本文提出了一种称为“循环内存”的内存读/写算法,作为数据交错/去交错过程中乒乓缓冲算法的替代方案。与乒乓缓冲算法不同,循环内存算法不需要双重缓冲。这意味着循环内存将内存需求减少一半,使用更少的面积,并消耗更少的功率。本文将讨论该算法的推导及其实现。
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引用次数: 0
A cross-coupled wideband low-phase-noise VCO in 130 nm CMOS using a linear I-MOS varactor 采用线性I-MOS变容管的130 nm CMOS交叉耦合宽带低相位噪声压控振荡器
IF 1.4 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-08-11 DOI: 10.1007/s10470-025-02472-3
Samad Jamali, Mehdi Ehsanian

This paper presents a novel varactor-based voltage-controlled oscillator (VCO) designed in 130 nm CMOS technology, optimized for ultra-wide tuning range, low phase noise, and enhanced VCO gain (KVCO). The proposed architecture integrates two parallel inversion-mode MOS (I-MOS) transistors with fixed gate-to-drain capacitors. A single analog control voltage adjusts the effective capacitance, while a separate DC bias is applied to linearize the varactor’s response, improving KVCO linearity and tuning efficiency. Embedded within a cross-coupled VCO topology, the varactor provides tunable differential capacitance across the oscillator arms. The design achieves a tuning range of 88.3% (476 MHz to 1.23 GHz) and a phase noise of–153.7 dBc/Hz at 10 MHz offset. The resulting oscillator demonstrates a figure of merit (FoM) of 209.1 dBc/Hz and a tuning-aware FoMT of 228.6 dBc/Hz, making it suitable for low-power, wideband wireless communication applications.

本文提出了一种基于变容体的新型压控振荡器(VCO),该振荡器采用130 nm CMOS技术设计,具有超宽调谐范围、低相位噪声和提高VCO增益的特点。所提出的架构集成了两个并联的反转模式MOS (I-MOS)晶体管和固定的栅漏电容。单个模拟控制电压调节有效电容,而单独的直流偏置用于线性化变容管的响应,提高KVCO的线性度和调谐效率。该变容管嵌入在交叉耦合的VCO拓扑结构中,可在振荡器臂上提供可调谐的差分电容。该设计实现了88.3%的调谐范围(476 MHz至1.23 GHz),在10 MHz偏移时相位噪声为153.7 dBc/Hz。所得到的振荡器显示出209.1 dBc/Hz的优值(FoM)和228.6 dBc/Hz的可调谐FoM,使其适合低功耗、宽带无线通信应用。
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引用次数: 0
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Analog Integrated Circuits and Signal Processing
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