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An Overview of Noise-Shaping SAR ADC: From Fundamentals to the Frontier 噪声整形SAR ADC综述:从基础到前沿
Pub Date : 2021-10-13 DOI: 10.1109/OJSSCS.2021.3119910
Lu Jie;Xiyuan Tang;Jiaxin Liu;Linxiao Shen;Shaolan Li;Nan Sun;Michael P. Flynn
The Noise-Shaping (NS) SAR is an attractive new ADC architecture that emerged in the last decade. It combines the advantages of the SAR and the DSM architectures. NS SAR shows excellent potential for high efficiency and low cost, and is highly suited to process scaling. This paper gives an overview of the history of NS-SAR, reviews the fundamentals challenges, and summarizes the latest developments, including advanced loop filtering techniques, DAC mismatch mitigation, kT/C mitigation, and bandwidth boosting. A comprehensive comparison of the state-of-the-art NS-SAR ADCs is provided, and conclusions are derived.
噪声整形(NS)SAR是近十年来出现的一种极具吸引力的新型ADC架构。它结合了SAR和DSM体系结构的优点。NS SAR在高效率和低成本方面显示出优异的潜力,非常适合工艺规模化。本文概述了NS-SAR的历史,回顾了其基本挑战,并总结了最新发展,包括先进的环路滤波技术、DAC失配缓解、kT/C缓解和带宽提升。对最先进的NS-SAR ADC进行了全面的比较,并得出了结论。
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引用次数: 11
A High-Throughput Photon Processing Technique for Range Extension of SPAD-Based LiDAR Receivers 一种用于SPAD激光雷达接收机增程的高通量光子处理技术
Pub Date : 2021-10-11 DOI: 10.1109/OJSSCS.2021.3118987
Sarrah M. Patanwala;Istvan Gyongy;Hanning Mai;Andreas Aßmann;Neale A. W. Dutton;Bruce R. Rae;Robert K. Henderson
There has recently been a keen interest in developing Light Detection and Ranging (LiDAR) systems using Single Photon Avalanche Diode (SPAD) sensors. This has led to a variety of implementations in pixel combining techniques and Time to Digital Converter (TDC) architectures for such sensors. This paper presents a comparison of these approaches and demonstrates a technique capable of extending the range of LiDAR systems with improved resilience to background conditions. A LiDAR system emulator using a reconfigurable SPAD array and FPGA interface is used to compare these different techniques. A Monte Carlo simulation model leveraging synthetic 3D data is presented to visualize the sensor performance on realistic automotive LiDAR scenes.
最近,人们对开发使用单光子雪崩二极管(SPAD)传感器的光探测和测距(LiDAR)系统产生了浓厚的兴趣。这导致了用于这种传感器的像素组合技术和时间到数字转换器(TDC)架构的各种实现。本文对这些方法进行了比较,并展示了一种能够扩展激光雷达系统范围并提高其对背景条件的弹性的技术。使用可重新配置的SPAD阵列和FPGA接口的激光雷达系统模拟器来比较这些不同的技术。提出了一个利用合成3D数据的蒙特卡罗模拟模型,以可视化传感器在逼真的汽车激光雷达场景中的性能。
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引用次数: 18
Recent Advances in High-Resolution Hybrid Discrete-Time Noise-Shaping ADCs 高分辨率混合离散时间噪声整形ADC的最新进展
Pub Date : 2021-10-08 DOI: 10.1109/OJSSCS.2021.3118668
Dongyang Jiang;Sai-Weng Sin;Liang Qi;Guoxing Wang;Rui P. Martins
High precision data acquisition requires very-high-resolution Analog-to-digital converters (ADC) for kHz speed or to keep a relatively high resolution for wider bandwidth (BW) around the MHz range. Although widely used, noise-shaping (NS) in ADCs offers a high-resolution characteristic, but obtaining good power efficiency and compact die area is still challenging. Recent literature showed promising progress by utilizing hybrid Discrete-Time (DT) NS-ADCs with measured silicon results. This paper focuses its analysis and discussion on two important trending classes: hybrid Incremental ADCs (I-ADC) and hybrid Time-interleaved (TI) NS-ADCs. Furthermore, this paper presents a review and addresses the benefits of those hybrid architectures.
高精度数据采集需要非常高的分辨率模数转换器(ADC),用于kHz速度,或者对于MHz范围周围的较宽带宽(BW)保持相对高的分辨率。尽管被广泛使用,ADC中的噪声整形(NS)提供了高分辨率的特性,但获得良好的功率效率和紧凑的管芯面积仍然是一项挑战。最近的文献表明,利用具有测量硅结果的混合离散时间(DT)NS ADC取得了有希望的进展。本文重点分析和讨论了两个重要的趋势类:混合增量ADC(I-ADC)和混合时间交织(TI)NS ADC。此外,本文还对这些混合体系结构的优点进行了回顾和讨论。
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引用次数: 4
A 240 × 160 3D-Stacked SPAD dToF Image Sensor With Rolling Shutter and In-Pixel Histogram for Mobile Devices 用于移动设备的具有滚动快门和像素内直方图的240×160三维堆叠SPAD dToF图像传感器
Pub Date : 2021-10-08 DOI: 10.1109/OJSSCS.2021.3118332
Chao Zhang;Ning Zhang;Zhijie Ma;Letian Wang;Yu Qin;Jieyang Jia;Kai Zang
A 240 $times$ 160 single-photon avalanche diode (SPAD) sensor integrated with a 3D-stacked 65nm/65nm CMOS technology is reported for direct time-of-flight (dToF) 3D imaging in mobile devices. The top tier is occupied by backside illuminated SPADs with 16 $mu {mathrm{ m}}$ pitch and 49.7% fill-factor. The SPADS consists of multiple 16 $times$ 16 SPADs top groups, in which each of 8 $times$ 8 SPADs sub-group shares a 10-bit, 97.65ps and 100ns range time-to-digital converter (TDC) in a quad-partition rolling shutter mode. During the exposure of each rolling stage, partial histogramming readout (PHR) approach is implemented to compress photon events to in-pixel histograms. Since the fine histograms is incomplete, for the first time we propose histogram distortion correction (HDC) algorithm to solve the linearity discontinuity at the coarse bin edges. With this algorithm, depth measurement up to 9.5m achieves an accuracy of 1cm and precision of 9mm in office lighting condition. Outdoor measurement with 10 klux sunlight achieves a maximum distance detection of 4m at 20 fps, using a VCSEL laser with the average power of 90 mW and peak power of 15 W.
报道了一种与3D堆叠65nm/65nm CMOS技术集成的240$times$160单光子雪崩二极管(SPAD)传感器,用于移动设备中的直接飞行时间(dToF)3D成像。顶层由背面照明SPAD占据,间距为16$mu{mathrm{m}}$,填充系数为49.7%。SPADS由多个16$times$16 SPAD顶组组成,其中每个8$times$8 SPAD子组在四分区滚动快门模式下共享一个10位、97.65ps和100ns范围的时间-数字转换器(TDC)。在每个滚动阶段的曝光期间,实现部分直方图读出(PHR)方法以将光子事件压缩为像素内直方图。由于精细直方图是不完整的,我们首次提出了直方图失真校正(HDC)算法来解决粗仓边缘的线性不连续问题。利用该算法,在办公室照明条件下,深度测量可达9.5米,精度可达1厘米,精度可达9毫米。使用平均功率为90mW、峰值功率为15W的VCSEL激光器,在10klux阳光的室外测量中,以每秒20帧的速度实现了4m的最大距离检测。
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引用次数: 23
Lab-on-Chip for Everyone: Introducing an Electronic-Photonic Platform for Multiparametric Biosensing Using Standard CMOS Processes 人人共享的片上实验室:介绍一种使用标准CMOS工艺进行多参数生物传感的电子光子平台
Pub Date : 2021-10-07 DOI: 10.1109/OJSSCS.2021.3118336
Christos Adamopoulos;Panagiotis Zarkos;Sidney Buchbinder;Pavan Bhargava;Ali Niknejad;Mekhail Anwar;Vladimir Stojanović
The recent pandemic has shown that accurate and on-demand information on various infections requires highly versatile, Point-of-Care (PoC) platforms providing diagnostic and prognostic multiparametric information, personalized to each patient. Despite the significant progress made over the last years in various biosensing technologies, existing solutions fail to meet the power and area requirements needed for highly scalable and portable next-generation PoC devices. This work presents a solution based on a first of its kind fully integrated electronic-photonic platform in a zero-change high volume CMOS-SOI process, tailored towards molecular and ultrasound sensing applications. Leveraging co-integration of $10mu text{m}$ micro-ring resonators (MRRs) with on-chip electronics, we address the current needs of scalability, power and area by providing nanophotonic sensing and readout processing on a monolithic electronic-photonic system-on-chip (EPSoC). This work unlocks the door towards complete and self-contained Lab-on-Chip (LoC) systems, capable of providing multiparametric biosensing information.
最近的疫情表明,关于各种感染的准确和按需信息需要高度通用的护理点(PoC)平台,为每位患者提供个性化的诊断和预后多参数信息。尽管过去几年在各种生物传感技术方面取得了重大进展,但现有的解决方案无法满足高度可扩展和便携式下一代PoC设备所需的功率和面积要求。这项工作提出了一种基于零变化大体积CMOS-SOI工艺中第一个完全集成的电子光子平台的解决方案,该解决方案针对分子和超声传感应用而定制。利用$10mutext{m}$微环谐振器(MRR)与片上电子器件的共同集成,我们通过在单片电子片上光子系统(EPSoC)上提供纳米光子传感和读出处理来满足当前对可扩展性、功率和面积的需求。这项工作打开了通往完整和独立的芯片实验室(LoC)系统的大门,该系统能够提供多参数生物传感信息。
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引用次数: 6
Low Power Clock Generator Design With CMOS Signaling 低功耗CMOS信号时钟发生器的设计
Pub Date : 2021-10-07 DOI: 10.1109/OJSSCS.2021.3118339
Yongping Fan;Ian A. Young
The requirements for computing with higher energy efficiency in the datacenter and for longer battery life in laptop computers, cell phones, and other IoT devices while increasing performance with higher frequency and more cores, drive the needs for more clock generators with increased performance (frequency and jitter) and lower power budgets. The traditional current mode low swing clock generators were used widely in industry about 10 years ago. Although it had the advantage of higher supply noise rejection due to the differential nature of the architectures, however, it had the disadvantages of high-power consumption, large layout area, and not friendly to process scaling. Contrary to current mode low swing design, clock generator architectures with CMOS large swing signaling, which have advantages of low power consumption, small area, and based on circuits friendly to process scaling, have been widely adopted for clocking generation in the industry since 2009. In this paper, phase locked loops, delay locked loops, phase interpolators, high resolution digital to time converter and clock distribution techniques with CMOS large swing signaling will be discussed and reviewed.
数据中心对更高能效的计算以及笔记本电脑、手机和其他物联网设备对更长电池寿命的要求,同时通过更高的频率和更多的内核来提高性能,这推动了对更多性能(频率和抖动)更高、功率预算更低的时钟发生器的需求。传统的电流模式低摆幅时钟发生器在10年前就在工业上得到了广泛的应用。尽管由于体系结构的差异性,它具有较高的电源噪声抑制率的优点,但它也存在功耗大、布局面积大、不利于工艺扩展等缺点。与当前模式的低摆幅设计相反,自2009年以来,具有CMOS大摆幅信号的时钟发生器架构已被业界广泛采用,该架构具有低功耗、小面积和基于易于工艺扩展的电路的优点。本文将讨论和评述CMOS大摆幅信号的锁相环、延迟锁相环、相位插值器、高分辨率数时转换器和时钟分配技术。
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引用次数: 2
Design Methodologies for Low-Jitter CMOS Clock Distribution 低抖动CMOS时钟分布的设计方法
Pub Date : 2021-10-05 DOI: 10.1109/OJSSCS.2021.3117930
Xunjun Mo;Jiaqi Wu;Nijwm Wary;Tony Chan Carusone
Clock jitter negatively affects the performance of sampling circuits such as high-speed wireline transceivers and data converters. With CMOS buffers being increasingly used for the distribution of precise clocks in advanced technologies, it is important to understand their limitations and explore design tradeoffs. This tutorial provides quantitative analyses of the main sources of jitter in CMOS clock distribution: power supply induced jitter, jitter generation, and jitter amplification. Minimizing the number of buffers along the clock distribution network while still maintaining fast rise-fall times and ensuring proper settling of all clock waveforms will minimize the impact of all jitter sources. Following these guidelines can simultaneously reduce power supply noise sensitivity and power consumption of the clock distribution circuits. These conclusions are backed up by simulation and measurement results of two 16-nm FinFET clock distribution networks.
时钟抖动会对采样电路(如高速有线收发器和数据转换器)的性能产生负面影响。随着CMOS缓冲器在先进技术中越来越多地用于精确时钟的分配,了解其局限性并探索设计权衡是很重要的。本教程提供了CMOS时钟分布中抖动的主要来源的定量分析:电源引起的抖动、抖动生成和抖动放大。最大限度地减少沿时钟分布网络的缓冲器数量,同时仍然保持快速上升-下降时间,并确保所有时钟波形的正确设置,将最大限度地减小所有抖动源的影响。遵循这些准则可以同时降低电源噪声敏感性和时钟分配电路的功耗。这些结论得到了两个16nm FinFET时钟分布网络的仿真和测量结果的支持。
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引用次数: 1
Range-Finding SPAD Array With Smart Laser-Spot Tracking and TDC Sharing for Background Suppression 具有智能激光光斑跟踪和TDC共享的SPAD阵列测距背景抑制
Pub Date : 2021-10-01 DOI: 10.1109/OJSSCS.2021.3116920
Vincenzo Sesta;Klaus Pasquinelli;Renato Federico;Franco Zappa;Federica Villa
We present the design and experimental characterization of a CMOS sensor based on Single-Photon Avalanche Diodes for direct Time-Of-Flight single-point distance ranging, under high background illumination for short-range applications. The sensing area has a rectangular shape ( $40,,mathbf {mathrm {times }},,10$ SPADs) to deal with the backscattered light spot displacement across the detector, dependent on target distance, due to the non-confocal optical setup. Since only few SPADs are illuminated by the laser spot, we implemented a smart laser-spot tracking within the active area, so to define the specific Region-Of-Interest (ROI) with only SPADs hit by signal photons and a smart sharing of the timing electronics, so to significantly improve Signal-to-Noise Ratio (SNR) of TOF measurements and to reduce overall chip area and power consumption. The timing electronics consists of 80 Time-to-Digital Converter (TDC) shared among the 400 SPADs with a self-reconfigurable routing, which dynamically connects the SPADs within the ROI to the available TDCs. The latter have 78 ps resolution and 20 ns Full-Scale Range (FSR), i.e., up to 2 m maximum distance range. An on-chip histogram builder block accumulates TDC conversions so to provide the final TOF histogram. We achieve a precision better than 2.3 mm at 1 m distance and 80% target reflectivity, with 3 klux halogen lamp background illumination and 2 kHz measurement rate. The sensor rejects 10 klux of background light, still with a precision better than 20 mm at 2 m.
我们介绍了一种基于单光子雪崩二极管的CMOS传感器的设计和实验特性,该传感器用于在高背景照明下进行短程应用的直接飞行时间单点距离测距。传感区域具有矩形形状($40,,mathbf{mathrm{times}},,10$SPAD),用于处理由于非共焦光学设置而产生的取决于目标距离的探测器上的反向散射光斑位移。由于只有很少的SPAD被激光光斑照射,我们在有源区域内实现了智能激光光斑跟踪,从而定义了只有SPAD被信号光子照射的特定感兴趣区域(ROI),并智能共享了定时电子设备,从而显著提高了TOF测量的信噪比(SNR),并降低了芯片的整体面积和功耗。定时电子设备由80个时间数字转换器(TDC)组成,该转换器在400个SPAD之间共享,具有可重新配置的路由,该路由将ROI内的SPAD动态连接到可用的TDC。后者具有78ps的分辨率和20ns的全标度范围(FSR),即最大距离范围高达2m。片上直方图构建器块累积TDC转换,从而提供最终的TOF直方图。在3klux卤素灯背景照明和2kHz测量速率的情况下,我们在1m距离处实现了优于2.3mm的精度和80%的目标反射率。该传感器可抑制10klux的背景光,在2米处的精度仍优于20毫米。
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引用次数: 6
Visible and Near-IR Nano-Optical Components and Systems in CMOS CMOS中的可见光和近红外纳米光学元件和系统
Pub Date : 2021-09-30 DOI: 10.1109/OJSSCS.2021.3116563
Kaushik Sengupta;Lingyu Hong;Chengjie Zhu;Xuyang Lu
Integration of complex optical systems operating in the visible and near-IR range (VIS/NIR), realized in a CMOS fabrication process in an absolutely ‘no change’ approach, can have a transformative impact in enabling a new class of miniaturized, low-cost, smart optical sensors and imagers for emerging applications. While ‘silicon photonics’ has demonstrated the path towards such advancements in the IR range, the field of VIS/NIR integrated optics has seen less progress. Therefore, while currently ultra high-density and higher performance image sensors are commonplace in CMOS, all passive optical components (such as lenses, filters, gratings, collimators) that typically constitute a high-performance sensing or imaging system, are non-integrated, bulky and expensive, severely limiting their application domains. Here, we present an approach to utilize the embedded copper-based metal interconnect layers in modern CMOS processes with sub-wavelength feature sizes to realize multi-functional nano-optical structures and components. Based on our prior works, we illustrate this electronic-photonic co-design approach exploiting metal/light interactions and integrated electronics in the 400nm-900 nm wavelengths with three design examples. Realized in 65-nm CMOS, these demonstrate for the first time: fully integrated multiplexed fluorescence based biosensors with integrated filters, optical spectrometer, and CMOS optical physically unclonable function (PUF). These examples cover a range of optical processing elements in silicon, from deep sub-wavelength nano-optics to diffractive structures. We will demonstrate that when co-designed with embedded photo-detection and signal processing circuitry, this approach can lead to a new class of millimeter-scale, intelligent optical sensors for a wide range of emerging applications in healthcare, diagnostics, smart sensing, food, air quality, environment monitoring and others.
在可见光和近红外(VIS/NIR)范围内工作的复杂光学系统的集成,在CMOS制造过程中以绝对“不变”的方法实现,可以产生变革性的影响,为新兴应用提供一类小型化、低成本的智能光学传感器和成像器。虽然“硅光子学”已经证明了在红外范围内取得此类进步的途径,但VIS/NIR集成光学领域的进展较少。因此,尽管目前超高密度和更高性能的图像传感器在CMOS中很常见,但通常构成高性能传感或成像系统的所有无源光学组件(如透镜、滤波器、光栅、准直器)都是非集成的、体积庞大且昂贵的,严重限制了它们的应用领域。在这里,我们提出了一种在具有亚波长特征尺寸的现代CMOS工艺中利用嵌入的铜基金属互连层来实现多功能纳米光学结构和组件的方法。基于我们之前的工作,我们用三个设计示例说明了这种利用金属/光相互作用和400nm-900nm波长的集成电子器件的电子-光子协同设计方法。在65nm CMOS中实现,首次展示了:具有集成滤波器、光谱仪和CMOS光学物理不可克隆功能(PUF)的完全集成多路复用荧光生物传感器。这些例子涵盖了硅中的一系列光学处理元件,从深亚波长纳米光学到衍射结构。我们将证明,当与嵌入式光电检测和信号处理电路共同设计时,这种方法可以产生一类新的毫米级智能光学传感器,用于医疗保健、诊断、智能传感、食品、空气质量、环境监测等领域的广泛新兴应用。
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引用次数: 2
Low-Noise Readout Circuit for an Automotive MEMS Accelerometer 汽车MEMS加速度计的低噪声读出电路
Pub Date : 2021-09-28 DOI: 10.1109/OJSSCS.2021.3116125
Alice Lanniel;Tobias Boeser;Thomas Alpert;Maurits Ortmanns
This paper presents a charge-balanced readout circuit for MEMS capacitive accelerometers. The focus of this work is a design with a low-noise and low area consumption while ensuring the essential linearity and electromagnetic compatibility (EMC) for automotive applications. The readout circuit is composed of a charge-balanced single-ended input C/V stage followed by a second order sigma-delta modulator. The C/V stage uses a Gm stage combined with an integrator to reduce its noise contribution. The measurement results of the readout circuit show a noise floor of 62 $mu g/{sqrt {mathrm{ Hz}}}$ and a temperature dependent offset smaller than ±0.6 mg after compensation. The measured dynamic range of the complete interface, including readout circuit and sensor, is 95.5 dB. The measured EMC is below 2 mg. The accelerometer readout circuit has been designed in a 130nm technology. Its power and area consumption is 1.4 mW and 0.26mm2.
本文提出了一种用于MEMS电容式加速度计的电荷平衡读出电路。这项工作的重点是一种低噪声、低面积消耗的设计,同时确保汽车应用的基本线性和电磁兼容性(EMC)。读出电路由电荷平衡单端输入C/V级和二阶∑-Δ调制器组成。C/V级使用与积分器相结合的Gm级来减少其噪声贡献。读出电路的测量结果显示,本底噪声为62$μg/{sqrt{mathrm{Hz}}$,补偿后的温度相关偏移小于±0.6 mg。包括读出电路和传感器在内的整个接口的测量动态范围为95.5 dB。测得的EMC低于2 mg。加速度计读出电路采用130nm技术设计。其功率和面积消耗分别为1.4mW和0.26mm2。
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引用次数: 6
期刊
IEEE Open Journal of the Solid-State Circuits Society
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