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Analog Front-End Circuit Techniques for Wearable ExG, BioZ, and PPG Signal Acquisition: A Review 可穿戴式ExG、BioZ和PPG信号采集的模拟前端电路技术综述
IF 3.2 Pub Date : 2025-09-16 DOI: 10.1109/OJSSCS.2025.3610583
Jiawei Xu;Tianxiang Qu;Qinjing Pan;Yijie Li;Liheng Liu;Yuying Li;Jianhong Zhou;Chang Yao;Zhiliang Hong
Wearable platforms that concurrently acquire multiple physiological signals enable comprehensive health monitoring but impose stringent requirements on front-end circuit design. The reliable extraction of low-amplitude and low-frequency biosignals is hindered by electrode offset, noise, motion artifacts, and environmental interference. Recent efforts have advanced analog front ends (AFEs) for biopotential (ExG), bioimpedance (BioZ), and photoplethysmography (PPG) sensing, with emphasis on optimizing key metrics such as noise efficiency, input impedance, dynamic range, CMRR, and power consumption. In addition, digitally-assisted calibration and direct-digitization schemes have emerged as alternative design directions, offering enhanced robustness and scalability while introducing tradeoffs in complexity and energy efficiency. This review surveys these circuit techniques, analyzes their design tradeoffs, and outlines future opportunities for next-generation wearable biomedical interfaces.
可穿戴平台可同时采集多种生理信号,实现全面的健康监测,但对前端电路设计要求严格。低幅度和低频生物信号的可靠提取受到电极偏移、噪声、运动伪影和环境干扰的阻碍。最近的研究主要集中在生物电位(ExG)、生物阻抗(BioZ)和光体积脉搏图(PPG)传感的模拟前端(afe),重点是优化关键指标,如噪声效率、输入阻抗、动态范围、CMRR和功耗。此外,数字辅助校准和直接数字化方案已成为替代设计方向,提供增强的稳健性和可扩展性,同时引入复杂性和能源效率的权衡。本文综述了这些电路技术,分析了它们的设计权衡,并概述了下一代可穿戴生物医学接口的未来机会。
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引用次数: 0
Analysis of UCIe 48/64-GT/s Electrical Links UCIe 48/64-GT/s电气链路分析
IF 3.2 Pub Date : 2025-09-03 DOI: 10.1109/OJSSCS.2025.3605558
Zuoguo Wu;Jong-Ru Guo
The Universal Chiplet Interconnect Express (UCIe) standard, developed with significant contributions from the authors, has emerged as a key solution for chiplet-based architectures, offering enhanced scalability, efficiency, and performance. This article presents an analysis of UCIe electrical links operating at data rates of 48 and 64 GT/s. Leveraging our experience in the UCIe standard since its inception, we explore the technical advancements that enable these data rates, including improvements in signal integrity and power efficiency. The analysis provided in this article served as critical data inputs for the UCIe consortium, leading to the subsequent evolution of the standard. We examine link performance and reliability through detailed modeling of failure probability distributions, highlighting the challenges and solutions associated with error management and fault tolerance. Design considerations for extending UCIe data rates are discussed, along with future directions for the standard.
通用芯片互连快速(UCIe)标准,在作者的重大贡献下开发,已经成为基于芯片的架构的关键解决方案,提供增强的可扩展性,效率和性能。本文介绍了在48和64 GT/s数据速率下工作的UCIe电气链路的分析。利用我们自UCIe标准成立以来的经验,我们探索了实现这些数据速率的技术进步,包括信号完整性和功率效率的改进。本文中提供的分析作为UCIe联盟的关键数据输入,导致了该标准的后续发展。我们通过故障概率分布的详细建模来检查链路性能和可靠性,强调与错误管理和容错相关的挑战和解决方案。讨论了扩展UCIe数据速率的设计考虑,以及该标准的未来发展方向。
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引用次数: 0
A 0.45-mm² 3.49-TOPS/W Cryogenic Deep Reinforcement Learning Module for End-to-End Integrated Circuits Control 用于端到端集成电路控制的0.45 mm²3.49-TOPS/W低温深度强化学习模块
IF 3.2 Pub Date : 2025-08-21 DOI: 10.1109/OJSSCS.2025.3601153
Jiachen Xu;John Kan;Yuyi Shen;Ethan Chen;Vanessa Chen
This work presents a fully unrolled on-chip deep reinforcement learning (DRL) module with a deep Q-network (DQN) and its system integration for integrated circuits control and functionality augmentation tasks, including voltage regulation of a cryogenic single-input triple-output dc–dc converter and recovery of RF fingerprints (RFFs) using a reconfigurable power amplifier (PA) under temperature variations. The complete DRL module features 6-bit fixed-point model parameters, 116 kB of memory, and 128 processing elements. It is equipped with on-chip training capabilities, fully unrolled on a 0.45- ${mathrm { mm}}^{2}$ core area using 28-nm technology. The design achieves an efficiency of 0.12 nJ per action and a control latency of $4.925~mu $ s, with a maximum operational efficiency of 3.49 TOPS/W. Temperature effects on the chip are thoroughly demonstrated across a wide temperature range from 358 K ( $85~^{circ }$ C) to 4.2 K (– $269~^{circ }$ C).
这项工作提出了一个完全展开的片上深度强化学习(DRL)模块,该模块具有深度q -网络(DQN)及其系统集成,用于集成电路控制和功能增强任务,包括低温单输入三输出dc-dc转换器的电压调节和使用可重构功率放大器(PA)在温度变化下恢复射频指纹(rff)。完整的DRL模块具有6位定点模型参数,116 kB内存和128个处理元件。它配备了片上训练功能,完全展开在0.45- ${ mathm {mm}}^{2}$核心区域上,采用28纳米技术。该设计实现了每动作0.12 nJ的效率,控制延迟为4.925~mu $ s,最大运行效率为3.49 TOPS/W。温度对芯片的影响在358k ($85~^{circ}$ C)到4.2 K (- $269~^{circ}$ C)的宽温度范围内得到了彻底的证明。
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引用次数: 0
A 300-GHz Band Sliding-IF I/Q Receiver Front-End in 130-nm SiGe Technology 一种采用130纳米SiGe技术的300 ghz滑动中频I/Q接收机前端
IF 3.2 Pub Date : 2025-08-11 DOI: 10.1109/OJSSCS.2025.3597907
Sumit Pratap Singh;Mostafa Jafari Nokandi;Timo Rahkonen;Marko E. Leinonen;Aarno Pärssinen
This work presents a sliding-IF mixer-first IQ receiver front-end, in 130 nm SiGe BiCMOS technology with ${f_{t}}/{f_{mathrm { max}}}$ of 300 GHz/450 GHz, operating in 300 GHz band. For near- $f_{mathrm { max}}$ operation, the sliding-IF architecture eliminates the need for the local oscillator (LO) frequency to be the same as the carrier frequency. Consequently, the power consumption of the LO chain is significantly reduced with carefully optimized multiplier chain. Signal amplification is performed at the IF stage. LO frequency at two thirds and one third of the carrier frequency is generated, from an external 50 GHz LO signal using on-chip frequency doublers for RF and I/Q mixers, respectively. The receiver provides 15.2 dB of conversion gain, input-referred compression point of –17 dBm and single sideband noise figure of 29.5 dB at 310 GHz. The 3-dB RF and BB bandwidths are measured to be 26 GHz and 10 GHz, respectively. Despite operating at 0.69x $f_{mathrm { max}}$ , the receiver front-end operates with 16-quadrature amplitude modulation (QAM) modulation with 4 GHz, 64-QAM with 2 GHz and 256-QAM with 0.5 GHz wide modulated signal centered at low-baseband frequency with 8.2%, 5.5%, and 2.7% error vector magnitude (EVM), respectively. In low gain mode, the receiver offers a 10 dB improvement in the dynamic range with a 30% reduction in power consumption in the signal chain, which makes it one of the most energy efficient receiver front-ends in its class.
本工作提出了一种滑动中频混频器优先的IQ接收器前端,采用130 nm SiGe BiCMOS技术,${f_{t}}/{f_{ maththrm {max}}}$为300 GHz/450 GHz,工作在300 GHz频段。对于接近$f_{mathrm {max}}$的操作,滑动中频架构消除了本振(LO)频率与载波频率相同的需要。因此,通过精心优化的乘法链,LO链的功耗显着降低。信号放大在中频级进行。三分之二和三分之一载波频率的LO频率是由外部50 GHz LO信号产生的,分别使用射频和I/Q混频器的片上倍频器。该接收机的转换增益为15.2 dB,输入参考压缩点为-17 dBm, 310 GHz时的单边带噪声系数为29.5 dB。3db射频和BB带宽分别测量为26ghz和10ghz。尽管工作频率为0.69x $f_{mathrm {max}}$,但接收器前端工作于4 GHz的16正交调幅(QAM)调制,2 GHz的64-QAM和0.5 GHz的256-QAM宽调制信号,以低基带频率为中心,误差矢量幅度(EVM)分别为8.2%,5.5%和2.7%。在低增益模式下,接收机的动态范围提高了10 dB,信号链中的功耗降低了30%,这使其成为同类接收机中最节能的前端之一。
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引用次数: 0
Fast-Locking and High-Resolution DLL With Binary Search and Clock Failure Detection for Wide Frequency Ranges in 3-nm FinFET CMOS 快速锁定和高分辨率DLL与二进制搜索和时钟故障检测在3纳米FinFET CMOS宽频率范围
IF 3.2 Pub Date : 2025-08-11 DOI: 10.1109/OJSSCS.2025.3597909
Nicolás Wainstein;Eran Avitay;Eugene Avner
This article presents a digital delay-locked loop (DLL) with binary search (BS) locking, designed to cover a broad frequency-range from 533 MHz to 4.26 GHz. The BS locking scheme optimizes the locking time, reducing it from a linear to a logarithmic function, completing in B+1 cycles, where B represents the digital-to-analog converter (DAC) resolution controlling the voltage-controlled delay line (VCDL). At the start of the BS process, large step sizes can cause significant bias overshoots, potentially leading to clock failure conditions (i.e., clocks fail to propagate through the VCDL). To address this issue, a toggle detector is introduced to monitor clock activity and adjust the BS controller. Upon detecting a stalled clock, the controller reverts the DAC code to the previous working code and resumes the BS with a reduced step size. Fabricated in a 3-nm FinFET CMOS process, the proposed DLL achieves a locking time of under 10.5 ns while consuming 5.4 mW from a 0.75-V supply at 4.26 GHz. The measured performance includes a high resolution of 0.73 ps, with a static phase error of 0.73 ps, RMS jitter of 1.2 ps, and peak-to-peak jitter of 4.9 ps. The proposed design achieves state-of-the-art power figure of merit (FoM) of 0.82 pJ and DLL locking and resolution FoM of 0.01 pJ $cdot $ ns2.
本文提出了一种具有二进制搜索(BS)锁定的数字延迟锁定环(DLL),设计用于覆盖从533 MHz到4.26 GHz的宽频率范围。BS锁定方案优化了锁定时间,将其从线性函数减少到对数函数,在B+1周期内完成,其中B表示控制压控延迟线(VCDL)的数模转换器(DAC)分辨率。在BS过程开始时,较大的步长可能导致显著的偏置过调,从而可能导致时钟故障(即时钟无法通过VCDL传播)。为了解决这个问题,引入了一个切换检测器来监视时钟活动并调整BS控制器。当检测到时钟停止时,控制器将DAC代码恢复到先前的工作代码,并以减小的步长恢复BS。该DLL采用3nm FinFET CMOS工艺制造,锁定时间在10.5 ns以下,同时在4.26 GHz下从0.75 v电源消耗5.4 mW。测量的性能包括0.73 ps的高分辨率,静态相位误差为0.73 ps,均方根抖动为1.2 ps,峰间抖动为4.9 ps。所提出的设计实现了最先进的功率值(FoM)为0.82 pJ, DLL锁定和分辨率FoM为0.01 pJ $cdot $ ns2。
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引用次数: 0
A 21.8–41.6-GHz Fractional-N Subsampling PLL With Dividerless Unequal-REF-Delay Frequency Tracking 21.8 - 41.6 ghz分数n次采样锁相环无分频器等时延频率跟踪
IF 3.2 Pub Date : 2025-08-04 DOI: 10.1109/OJSSCS.2025.3595832
Wen Chen;Yiyang Shu;Xun Luo
In this article, a wideband millimeter-wave (mm-wave) fractional-N subsampling phase-locked loop (SSPLL) with low jitter and low power consumption is proposed. A dividerless unequal-REF-delay frequency-tracking loop (URD-FTL) is introduced to ensure frequency locking over a wide mm-wave frequency range. By running the URD-FTL at the reference frequency instead of the oscillation frequency, the proposed design eliminates the need for high-power mm-wave frequency dividers. The URD-FTL is disabled while phase locking without sacrificing the jitter performance. Besides, the mm-wave quad-mode oscillator and digital-to-time converter are integrated in the SSPLL to achieve a wideband fractional operation. The proposed fractional-N SSPLL is fabricated in a 40-nm CMOS technology and occupies a core area of 0.17 mm2. Measurements exhibit an output frequency range of 62.5% from 21.8 to 41.6 GHz with a 100-MHz reference. The total power consumption is 11.6–14.8 mW, while the URD-FTL consumes only $680~mu $ W. The SSPLL achieves a 135.4–167.5-fs jitter within the output frequency range, which leads to an FoM $rm _{textbf {j}}$ from −246.7 to −243.9 dB. Meanwhile, the proposed SSPLL features a frequency locking acquisition.
本文提出了一种低抖动、低功耗的宽带毫米波分数n次采样锁相环。为了保证在毫米波宽频率范围内的频率锁定,提出了一种无分频不等时延频率跟踪环路(URD-FTL)。通过在参考频率而不是振荡频率下运行URD-FTL,所提出的设计消除了对大功率毫米波分频器的需求。在不牺牲抖动性能的情况下,在锁相时禁用URD-FTL。此外,在SSPLL中集成了毫米波四模振荡器和数时转换器,实现了宽带分数运算。所提出的分数n SSPLL采用40 nm CMOS技术制造,核心面积为0.17 mm2。测量显示输出频率范围为62.5%,从21.8到41.6 GHz,参考频率为100 mhz。总功耗为11.6 ~ 14.8 mW,而URD-FTL的功耗仅为680~mu $ w, SSPLL在输出频率范围内实现了135.4 ~ 167.5 fs的抖动,使得FoM $rm _{textbf {j}}$在−246.7 ~−243.9 dB之间。同时,提出的SSPLL具有频率锁定采集功能。
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引用次数: 0
IEEE Open Journal of the Solid-State Circuits Society Special Section on Data Converters IEEE固态电路学会开放期刊:数据转换器专题
Pub Date : 2025-06-18 DOI: 10.1109/OJSSCS.2025.3561812
Youngcheol Chae;Mike Shuo-Wei Chen
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引用次数: 0
An Overview of AI Hardware Architectures and Silicon for 3-D Spatial Computing Systems 用于三维空间计算系统的人工智能硬件架构和硅概述
Pub Date : 2025-06-05 DOI: 10.1109/OJSSCS.2025.3577110
Dongseok Im;Gwangtae Park;Junha Ryu;Hoi-Jun Yoo
As artificial intelligence (AI) advances, 3-D spatial computing has emerged as a key application in various fields. It interprets the 3-D space surrounding users and provides them with useful information. This article presents a survey of AI hardware architectures and silicon solutions for 3-D spatial computing systems. The survey categorizes five domains: 1) 3-D data capturing; 2) 3-D data analysis; 3) 3-D hand motion analysis; 4) simultaneous localization and mapping (SLAM); and 5) 3-D rendering. Each session analyzes design considerations for domain-specific accelerators. Finally, this article discusses a next-generation 3-D spatial computing platform that integrates various functions of 3-D spatial computing systems using AI technologies.
随着人工智能(AI)的发展,三维空间计算已经成为各个领域的关键应用。它可以解读用户周围的三维空间,并为用户提供有用的信息。本文介绍了用于三维空间计算系统的人工智能硬件架构和硅解决方案的调查。该调查分为五个领域:1)三维数据捕获;2)三维数据分析;3)三维手部运动分析;4)同时定位与制图(SLAM);5)三维渲染。每个会话分析特定于领域的加速器的设计注意事项。最后,本文讨论了利用人工智能技术集成三维空间计算系统各种功能的下一代三维空间计算平台。
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引用次数: 0
IEEE Open Journal of the Solid-State Circuits Society IEEE固态电路学会开放期刊
Pub Date : 2025-04-18 DOI: 10.1109/OJSSCS.2025.3534449
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引用次数: 0
LTPO-TFT-Based Pixel Circuit With TFT, OLED, and Supply Voltage Compensation for Enhanced Luminance Uniformity in Variable-Frame-Rate AMOLED Smartwatch Displays 基于ltpo -TFT的像素电路与TFT、OLED和电源电压补偿在可变帧率AMOLED智能手表显示中增强亮度均匀性
Pub Date : 2025-04-11 DOI: 10.1109/OJSSCS.2025.3560242
Jui-Hung Chang;Cheng-Han Ke;Chia-Lun Lee;Po-Cheng Lai;Chi-Hsuan Huang;Li-Wei Shih;Chih-Lung Lin
This work proposes a new pixel circuit using low-temperature polycrystalline silicon and oxide (LTPO) thin-film transistors (TFTs) for use in variable-frame-rate active-matrix organic light-emitting diode (AMOLED) smartwatch displays. The proposed circuit, including seven TFTs and two capacitors, can compensate for threshold voltage ( $V_{mathrm { TH}}$ ) variations of the driving TFTs (DTFTs), the turn-on voltages of the OLEDs ( $V_{mathrm { OLED}}$ ), and $V_{mathrm { SS}}$ IR rises; it is immune to $V_{mathrm { DD}}$ IR drops. It employs amorphous-indium-gallium-zinc-oxide (a-IGZO) TFTs, which exhibit low leakage currents, suppressing distortion in the gate voltage of the DTFT at low frame rates and enabling a stable OLED current ( $I_{mathrm { OLED}}$ ) to maintain consistent display luminance. A 1.28-In LTPO AMOLED panel with a $416times 416$ resolution and the proposed pixel circuit are fabricated to verify the circuit’s performance. The experimental results thus obtained confirm that red, green, blue, and white images at frame rates from 45 to 1 Hz exhibit uniformity without visible spot or line defects and a luminance error rate below 2.34%. Measured luminance values remain stable at gray levels of 32, 64, 128, and 255 during an extended emission period of 1 s, revealing no perceived image flicker at 1 Hz (with a Japan Electronics and Information Technology Industries Association flicker value below −54.747 dB). Therefore, the proposed circuit, with its highly uniform and stable currents at various frame rates, is promising for use in AMOLED smartwatch displays.
这项工作提出了一种新的像素电路,使用低温多晶硅和氧化物(LTPO)薄膜晶体管(TFTs)用于可变帧率有源矩阵有机发光二极管(AMOLED)智能手表显示器。该电路包括7个tft和2个电容,可以补偿驱动tft (dtft)的阈值电压($V_{ mathm {TH}}$)变化、OLED的导通电压($V_{ mathm {OLED}}$)和$V_{ mathm {SS}}$ IR上升;它不受$V_{math {DD}}$ IR下降的影响。它采用非晶铟镓锌氧化物(a- igzo) tft,其具有低泄漏电流,在低帧率下抑制DTFT栅极电压的畸变,并使稳定的OLED电流($I_{mathrm {OLED}}$)保持一致的显示亮度。制作了分辨率为416 × 416的1.28英寸LTPO AMOLED面板和所提出的像素电路,以验证电路的性能。实验结果证实,在45 ~ 1 Hz的帧率范围内,红、绿、蓝、白图像呈现均匀性,没有可见的斑点或线条缺陷,亮度错误率低于2.34%。在延长的1s发射周期内,测量的亮度值在32、64、128和255灰度级保持稳定,显示在1hz下没有感知到图像闪烁(日本电子和信息技术工业协会的闪烁值低于- 54.747 dB)。因此,该电路在各种帧速率下具有高度均匀和稳定的电流,有望用于AMOLED智能手表显示器。
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引用次数: 0
期刊
IEEE Open Journal of the Solid-State Circuits Society
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