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An FFT Optimal Scaling Vector Search Scheme Based on Dynamic Programming 一种基于动态规划的FFT最优缩放向量搜索方案
IF 1.2 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-10-31 DOI: 10.1049/cds2/5773930
Jinwei Xie, Yubin Zhu, Kaining Han, Jianhao Hu

The fast Fourier transform (FFT) is widely used in digital signal processing. However, hardware implementations of the discrete Fourier transform (DFT)/FFT are limited by word length constraints, necessitating truncation, saturation, and scaling operations to balance hardware resources and computational performance. The choice of a suitable scaling vector significantly affects FFT efficiency. This paper introduces a novel estimation model for FFT error power, accounting for both quantization and saturation errors. Based on this model, we propose a dynamic programming (DP)-based scaling vector search scheme to reduce the search space and computational complexity. After 1000 experiments, the model demonstrated a mean and variance of relative error in signal-to-noise ratio (SNR) of 0.063 and 0.35, proving its effectiveness. In a case study of a 1024-point FFT, our model accurately estimated error power. While the exhaustive search yielded an optimal SNR of 65.91 dB, our method reduced the search space by 3600 times, with only a 0.3 dB loss in SNR. In a 256-point FFT hardware implementation, performance improved by over 10 dB. Our scheme achieves SNR performance comparable to other methods when bit width is fixed and superior SNR when bit width is variable. This approach offers guidance for selecting scaling vectors in FFT hardware design.

快速傅里叶变换(FFT)在数字信号处理中有着广泛的应用。然而,离散傅立叶变换(DFT)/FFT的硬件实现受到字长约束的限制,需要截断、饱和和缩放操作来平衡硬件资源和计算性能。选择合适的缩放向量对FFT效率有显著影响。本文介绍了一种考虑量化和饱和误差的FFT误差功率估计模型。在此模型的基础上,提出了一种基于动态规划(DP)的缩放向量搜索方案,以减少搜索空间和计算复杂度。经过1000次实验,该模型在信噪比(SNR)下的相对误差均值和方差分别为0.063和0.35,证明了该模型的有效性。在1024点FFT的案例研究中,我们的模型准确地估计了误差功率。虽然穷举搜索产生65.91 dB的最佳信噪比,但我们的方法将搜索空间减少了3600倍,信噪比仅损失0.3 dB。在256点FFT硬件实现中,性能提高了10 dB以上。当位宽固定时,该方案的信噪比性能与其他方法相当,当位宽可变时,该方案的信噪比优于其他方法。该方法为FFT硬件设计中缩放向量的选择提供了指导。
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引用次数: 0
Bayesian-Optimization-Based Post-Silicon Offset-Cancelation Technique for Analog Multipliers 基于贝叶斯优化的模拟乘法器后硅偏移抵消技术
IF 1.2 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-10-31 DOI: 10.1049/cds2/5591883
Thisara Kulatunga, Svetlana Yanushkevich, Leonid Belostotski

This paper presents a software-controlled offset-cancelation technique for analog multipliers that relies on the Bayesian-optimization algorithm. The capability of the technique was investigated on a test multiplier, which was developed for future use in machine learning (ML) accelerators whose convergence is sensitive to process-variation-induced DC offsets. By adjusting the multiplier biasing voltages, the proposed Bayesian-optimization-based method was able to reduce the offset within ±1.8 mV from an uncorrected maximum offset of 10.6 mV. In addition to reducing offsets, the measurements of the 65-nm CMOS multiplier also showed an average linearity-error improvement of nearly 10%, from 12.2% prior to offset correction to 2.2% after correction. We demonstrate that the proposed offset correction improved the learning outcome accuracy for MNIST dataset digit classification from approximately 10% to 90%.

本文提出了一种基于贝叶斯优化算法的软件控制模拟乘法器偏移抵消技术。该技术的性能在一个测试乘法器上进行了研究,该乘法器是为将来用于机器学习(ML)加速器而开发的,其收敛性对过程变化引起的直流偏移敏感。通过调整乘法器偏置电压,基于贝叶斯优化的方法能够将未校正的最大偏置10.6 mV减小到±1.8 mV。除了减少偏移之外,65纳米CMOS乘法器的测量结果还显示,平均线性误差改善了近10%,从偏移校正前的12.2%降至校正后的2.2%。我们证明了所提出的偏移校正将MNIST数据集数字分类的学习结果准确率从大约10%提高到90%。
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引用次数: 0
Design and Simulation of a Wideband 3-Bit Phase Shifter for 4.5–5.5 GHz Applications 4.5-5.5 GHz宽带3位移相器的设计与仿真
IF 1.2 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-29 DOI: 10.1049/cds2/5377138
Sena Taş, Fırat Kaçar

In this article, a phase shifter circuit designed for next-generation communication systems was presented. Operating at 4.5–5.5 GHz, the circuit in question is a 3-bit all-pass LC lattice, which was initially analyzed using MATLAB. Following this analysis, the circuit was set up and simulated in advanced design system (ADS) using numerical values derived from the MATLAB simulations. A switch capacitor is employed as the switching element within the circuit. For phase shifts of 45°, 90°, and 180°, the phase errors are 3°, 9°, and 0°, respectively, while the power losses are 1.5 dB, 3 dB, and 1.9 dB, respectively.

本文介绍了一种用于下一代通信系统的移相电路。所讨论的电路工作在4.5-5.5 GHz,是一个3位全通LC晶格,最初使用MATLAB对其进行了分析。在此基础上,利用MATLAB仿真得出的数值,在高级设计系统(ADS)中对电路进行了搭建和仿真。开关电容被用作电路中的开关元件。当相移为45°、90°和180°时,相位误差分别为3°、9°和0°,功率损失分别为1.5 dB、3 dB和1.9 dB。
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引用次数: 0
A Review of Performance and Reliability Issues in D Flip-Flops for Future Artificial Intelligence and Internet of Things Applications 面向未来人工智能和物联网应用的D触发器性能和可靠性问题综述
IF 1.2 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-26 DOI: 10.1049/cds2/7132642
Syeda Hurmath Juveria, R. Shashank, J. Ajayan, Amit Krishna Dwivedi, D. Nirmal

In this paper, various D flip-flops (FFs) (DFFs) are studied and analyzed based on the performance and reliability effects of different architectures, technology, area, power, delay, and several other key performance parameters of DFFs. Based on these parameters, a few selected DFFs such as C2SFF, conditional-bridging FF (CBFF)-S, self-shut-off pulsed latch (SSPL), retentive true signal phased clock (R-TSPC), mTGFF, mC2MOS, FS-TSPC-DET-FF, and P-FF, are briefly reviewed for different architectures and technologies, with the trade-off between the various performance parameters discussed in this paper. Comparative analysis is done for the selected DFFs on technology, supply voltage, set-up time, delay, power consumption, and area. Reliability effects on DFFs and aging effect on FFs are reviewed for timing yield-aware lifetime reliability (TYR) based on the process variations (PVs) and bias temperature instability (BTI). A brief review on applications of DFFs in internet of thing (IoT) devices and artificial intelligence (AI), such as frequency divider, dual-modulus prescaler, time-to-digital converter (TDC), shifter, and synchronizer, is also presented.

本文对各种D触发器(dff)进行了研究和分析,分析了dff的不同架构、技术、面积、功耗、延迟等几个关键性能参数对性能和可靠性的影响。基于这些参数,本文简要介绍了几种dff,如C2SFF、条件桥接FF (CBFF)-S、自关断脉冲锁存器(SSPL)、保留真信号相控时钟(R-TSPC)、mTGFF、mC2MOS、fs - tspc - dt -FF和P-FF,并讨论了各种性能参数之间的权衡。对所选dff在技术、电源电压、设置时间、延时、功耗和面积等方面进行了比较分析。在基于工艺变化(pv)和偏置温度不稳定性(BTI)的产量感知寿命可靠性(TYR)中,综述了dff的可靠性效应和老化效应。简要介绍了dff在物联网(IoT)设备和人工智能(AI)中的应用,如分频器、双模预分频器、时间-数字转换器(TDC)、移位器和同步器。
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引用次数: 0
Generic PEH Interface Circuit With an Improved Environmental Adaptivity Using a Post Implementation Calibration Technique 采用后校正技术改进环境适应性的通用PEH接口电路
IF 1.2 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-26 DOI: 10.1049/cds2/9226422
Saman Shoorabi Sani

This study presents a novel triple-step bias-flip rectifier with a post implementation calibration (PIC) scheme to address both the need for a general-purpose adaptable piezoelectric energy harvester (PEH) interface circuit (PEHIC) and the PVT-related issues while maintaining acceptable efficiency and a smaller inductor. Due to the PIC, the proposed circuit is adaptable to various piezoelectric materials and inductors. Using a 100-µH inductor, a 180 nm standard design kit, and an energy investing (EI) scheme, the proposed rectifier achieves a bias flip efficiency of 100%. Without EI, the proposed circuit achieves the recently reported high bias flip efficiency, that is, ɳflip, in the literature with a considerably smaller inductor. According to simulation results, the improvement of the designed circuit relative to the full bridge rectifier (FBR) falls within the scope of 2–3.8. Postsimulation calculations revealed that the figure of merit of adaptivity, that is, FoMadaptivity, of the proposed circuit is approximately 83.

本研究提出了一种新颖的三阶偏置翻转整流器,具有实施后校准(PIC)方案,以解决对通用自适应压电能量采集器(PEH)接口电路(PEHIC)的需求和ppt相关问题,同时保持可接受的效率和更小的电感。由于采用PIC电路,该电路适用于各种压电材料和电感。采用100µH电感、180 nm标准设计套件和能量投资(EI)方案,所提出的整流器实现了100%的偏置翻转效率。在没有EI的情况下,所提出的电路实现了最近报道的高偏置翻转效率,即在文献中使用相当小的电感器进行翻转。仿真结果表明,设计电路相对于全桥整流器(FBR)的改进幅度在2-3.8之间。仿真后计算表明,所提出电路的自适应优点,即自适应性能,约为83。
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引用次数: 0
A Network Reconfiguration Approach for Service Restoration Based on a Novel and Multiobjective Optimization Method 基于新型多目标优化方法的服务恢复网络重构方法
IF 1.2 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-16 DOI: 10.1049/cds2/1992253
Iman Nik, Majid Halaji, Mohammad Hossein Yazdi, Javad Safehian, Ali Asghar Shojaei

Restoring load following partial outages or local faults in a section of the distribution system, as addressed in this study, is crucial to minimizing service interruptions and financial damages. Reconfiguring the network is a crucial first step in load restoration. The presence of distributed generation (DG) units, in addition to the reconfiguration of the distribution network, can be very effective in the load recovery process. Therefore, in this study, the problem of reconfiguring the distribution network in the presence of DG units and charging stations of electric vehicles with the goals of reducing energy not supplied (ENS) and losses has been solved. The suggested problem is resolved by introducing and putting into practice the hybrid particle swarm optimization and shuffled frog leaping (HPSO-SFL) algorithm, which is based on hybrid swarm intelligence. The effectiveness and accuracy of the proposed method are validated using a 33-bus test system under multiple scenarios. To assess its performance, the results are compared against those reported in previous studies. Following network reconfiguration, the power losses were reduced by 45% without DG and by 77% with DG, relative to the initial system state. Furthermore, when electric vehicle charging stations (EVCSs), modeled as active loads, were included in the optimization process, power losses decreased by approximately 23% compared to the pre-reconfiguration condition.

在本研究中讨论的配电系统部分断电或局部故障后恢复负荷对于最大限度地减少服务中断和经济损失至关重要。重新配置网络是恢复负载的关键第一步。分布式发电(DG)机组的存在,除了配电网的重新配置,可以在负荷恢复过程中非常有效。因此,在本研究中,解决了在DG机组和电动汽车充电站存在的情况下,以减少能源不供应(ENS)和损失为目标的配电网重新配置问题。引入并实现了基于混合群智能的混合粒子群优化和洗阵青蛙跳跃算法(HPSO-SFL),解决了上述问题。在多场景下的33总线测试系统中验证了该方法的有效性和准确性。为了评估其性能,将结果与先前研究报告的结果进行比较。在网络重新配置后,相对于初始系统状态,无DG和有DG的功率损耗分别降低了45%和77%。此外,当将电动汽车充电站(evcs)建模为主动负载时,与重构前相比,功率损失降低了约23%。
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引用次数: 0
Improving FinFET Device Parameters Through an Integrated Method of Particle Swarm and Whale Optimization Techniques 基于粒子群和鲸鱼优化技术的改进FinFET器件参数
IF 1.2 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-08-28 DOI: 10.1049/cds2/7035085
Vijayalaxmi Kumbar, Manisha Waje

The geometrical parameters of the fin-shaped field-effect transistor (FinFET) significantly affect the outcomes of the FinFET-based designs. Various machine learning (ML) schemes have been presented to optimize the geometrical parameters of the FinFET devices to limit the adverse effect of scaling. This paper presents the FinFET width and height optimization using the proposed hybrid particle swarm optimization algorithm-based whale optimization algorithm (HPSO-WOA). To improve device performance, the whale optimization algorithm (WOA) is utilized to find optimal geometric parameters of FinFET, such as width and height. Meanwhile, the PSO is used to optimize WOA hyperparameters. It uses various parameters such as on-state current, transconductance, subthreshold swing (SS), early voltage (VEA), and transconductance generation factor (TGF) for analyzing the impact of fin width and height on the FinFET device. Additionally, we have analyzed the impact of the proposed parameters on the design of 6-T static random access memory (SRAM). Microwind 3.9 EDA is used to design, simulate, and improve the physical layout utilizing the FinFET 14 nm and BSIM 4 MOS modeling technique. The proposed HPSO-WOA improves 0.17% in SS, 0.62% in gm, 0.05% in TGF, and 70.86% in optimization time over the quasi-random sequence (QRS)-WOA. However, it resulted in overall improvement of 0.90% in SS, 0.74% in gm, 1.05% in TGF, and 173% in optimization time over traditional WOA.

鳍形场效应晶体管(FinFET)的几何参数对基于FinFET的设计结果有很大影响。已经提出了各种机器学习(ML)方案来优化FinFET器件的几何参数,以限制缩放的不利影响。本文提出了一种基于混合粒子群优化算法的鲸鱼优化算法(HPSO-WOA)来优化FinFET的宽度和高度。为了提高器件性能,采用鲸鱼优化算法(whale optimization algorithm, WOA)寻找FinFET的最优几何参数,如宽度和高度。同时,利用粒子群算法对WOA超参数进行优化。利用导通电流、跨导、亚阈值摆幅(SS)、早期电压(VEA)、跨导产生因子(TGF)等参数分析翅片宽度和高度对FinFET器件的影响。此外,我们还分析了所提出的参数对6-T静态随机存取存储器(SRAM)设计的影响。Microwind 3.9 EDA利用FinFET 14 nm和BSIM 4 MOS建模技术设计、仿真和改进物理布局。与准随机序列(QRS)-WOA相比,本文提出的HPSO-WOA在SS、gm、TGF方面分别提高0.17%、0.62%和0.05%,优化时间提高70.86%。然而,与传统WOA相比,SS提高了0.90%,gm提高了0.74%,TGF提高了1.05%,优化时间提高了173%。
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引用次数: 0
Adaptive Temperature-Compensation of Charge-Pump PLL–Based MTJ/CMOS for Frequency Stability 基于锁相环的电荷泵MTJ/CMOS频率稳定自适应温度补偿
IF 1.2 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-08-27 DOI: 10.1049/cds2/1773323
Chunyu Peng, Jingxue Zhong, Yingxue Sun, Weizhe Tan, Chengxing Dai, Xin Li, Xiulong Wu, Yongliang Zhou

The charge pump phase-locked loop (CP-PLL) is a critical component in modern mixed-signal electronics, widely used for clock generation, synchronization, and frequency synthesis in digital and wireless applications. However, its performance is significantly impacted by nonideal effects, particularly the current mismatch of the charge pump (CP) and the frequency variation of oscillator, both of which are highly sensitive to temperature fluctuations. To address these challenges, this work leverages the positive temperature coefficient (PTC) of the drain-source on-state resistance in CMOS and the negative temperature coefficient (NTC) of the magnetic tunnel junction (MTJ). Using 28 nm CMOS technology, we analyze and simulate the current mismatch of the CP across a wide temperature range, achieving a current mismatch of less than 0.3%. Furthermore, the proposed approach significantly improves the frequency stability of the ring oscillator. Simulation results validate the effectiveness of our design, demonstrating that the MTJ compensates for 90% of the output frequency drift over a temperature range from −80 to 125°C.

电荷泵锁相环(CP-PLL)是现代混合信号电子学中的关键元件,广泛用于数字和无线应用中的时钟生成、同步和频率合成。但其性能受到非理想效应的显著影响,特别是电荷泵的电流失配和振荡器的频率变化对温度波动高度敏感。为了应对这些挑战,本研究利用了CMOS漏源导通电阻的正温度系数(PTC)和磁隧道结(MTJ)的负温度系数(NTC)。利用28纳米CMOS技术,我们分析和模拟了CP在宽温度范围内的电流失配,实现了小于0.3%的电流失配。此外,该方法显著提高了环形振荡器的频率稳定性。仿真结果验证了我们设计的有效性,表明在- 80至125°C的温度范围内,MTJ补偿了90%的输出频率漂移。
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引用次数: 0
Gate Dielectric Engineering Using Stacked Gate Dielectric in U-Shaped Gate Tunnel FET u型栅隧道场效应管中堆叠栅介电的栅介电工程
IF 1.2 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-08-14 DOI: 10.1049/cds2/5014133
Sina Mehrad, Hamid Reza Yaghobi, Kaveh Eyvazi, Mohammad Azim Karami

In this paper, an innovative approach for the performance enhancement of tunnel field-effect transistors (TFETs) is presented with the introduction of the stacked gate oxide U-shaped tunnel FET (SUTFET). This novel design incorporates a unique combination of titanium dioxide (TiO2) and silicon dioxide (SiO2) layers as stacked gate dielectrics, significantly enhancing device performance. The stacked SUTFET achieves a notable reduction in the OFF-current while delivering a substantial improvement in the ON-current and better subthreshold swing (SS). Our research explores varying the thickness of TiO2 and SiO2 layers effect on critical electrical parameters, including threshold voltage, ON-current, and leakage current. This study reveals that the use of TiO2, with its superior dielectric constant compared to the conventional HfO2, leads to exceptional current capabilities and superior control over the off current. Through detailed simulations, we demonstrate that the adjustment of dielectric thickness can further optimize SS and minimize the leakage. The findings highlight the potential of the stacked gate oxide SUTFET as a major breakthrough in the field of tunnel FETs, paving the way for advancements in high-performance and low-power electronic devices. This novel approach not only addresses key performance limitations of conventional TFET structures but also sets a new benchmark for future research and development in the semiconductor technology.

本文提出了一种提高隧道场效应晶体管(tfet)性能的创新方法,即引入堆叠栅氧化物u形隧道场效应晶体管(SUTFET)。这种新颖的设计结合了二氧化钛(TiO2)和二氧化硅(SiO2)层作为堆叠栅极介质的独特组合,显著提高了器件的性能。堆叠的SUTFET实现了off电流的显著降低,同时提供了on电流的实质性改进和更好的亚阈值摆幅(SS)。我们的研究探讨了不同TiO2和SiO2层的厚度对关键电参数的影响,包括阈值电压、导通电流和泄漏电流。这项研究表明,与传统的HfO2相比,使用TiO2具有优越的介电常数,从而具有卓越的电流能力和对关断电流的优越控制。通过详细的仿真,我们证明了介质厚度的调整可以进一步优化SS并使泄漏最小化。这一发现突出了堆叠栅氧化场效应管作为隧道场效应管领域的重大突破的潜力,为高性能和低功耗电子器件的发展铺平了道路。这种新颖的方法不仅解决了传统TFET结构的关键性能限制,而且为半导体技术的未来研究和发展设定了新的基准。
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引用次数: 0
A New Zero Current Switching Ultra Step-Up Converter With Low Input Current Ripple 一种新型低输入纹波零电流开关超升压变换器
IF 1.2 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-08-06 DOI: 10.1049/cds2/4463224
Eiraj Rezai, Majid Delshad, Bahador Fani

This paper proposes a high step-up converter featuring zero current (ZC) switching (ZCS) and continuous input current to enhance efficiency. The converter integrates switched capacitor and coupled inductor techniques to improve voltage gain while significantly reducing the voltage stress across the switch. Furthermore, the maximum voltage stress on the diodes remains unaffected by the increase in turn ratio, allowing for unrestricted turn ratio adjustment to boost the gain. ZCS is achieved without requiring auxiliary circuitry or extra switches. The use of pulse width modulation (PWM) for the switch simplifies the control circuit implementation. Additionally, the leakage inductance energy is efficiently absorbed by the clamping capacitor, preventing voltage spikes on the switch. Moreover, the switch source is grounded, enabling the drive circuit to be powered directly from the input. The converter is comprehensively analyzed, and both simulation results from PSPICE and experimental implementation results are presented to validate its performance. The results demonstrate a full-load efficiency of 96.2%.

为了提高效率,本文提出了一种采用零电流开关和连续输入电流的高升压变换器。该转换器集成了开关电容和耦合电感技术,以提高电压增益,同时显着降低开关上的电压应力。此外,二极管上的最大电压应力不受匝比增加的影响,允许不受限制的匝比调整来提高增益。ZCS的实现不需要辅助电路或额外的开关。使用脉宽调制(PWM)的开关简化了控制电路的实现。此外,漏电感能量被钳位电容器有效地吸收,防止开关上的电压尖峰。此外,开关源接地,使得驱动电路可以直接从输入端供电。对该变换器进行了全面的分析,并给出了PSPICE仿真结果和实验实现结果来验证其性能。结果表明,该方法的满负荷效率为96.2%。
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引用次数: 0
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