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2019 IEEE International Solid- State Circuits Conference - (ISSCC)最新文献

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6.7 A 112Gb/s PAM-4 Voltage-Mode Transmitter with 4-Tap Two-Step FFE and Automatic Phase Alignment Techniques in 40nm CMOS 6.7 A 112Gb/s PAM-4电压型变送器,带有4抽头两步FFE和40nm CMOS自动相位对准技术
Pub Date : 2019-02-01 DOI: 10.1109/ISSCC.2019.8662361
Pen-Jui Peng, Yan-Ting Chen, Sheng-Tsung Lai, Chao-Hsuan Chen, Hsiang-En Huang, T. Shih
The continuous development of wireline communication encourages transmitters to operate at higher speeds. The applications of 400GbE also push the transmitter to be designed at 112Gb/s for a single lane [1–2]. However, the use of advanced processes $(lt16$ nm) hardly reduces the costs. This paper presents a 112Gb/s PAM-4 voltage-mode transmitter fabricated in 40nm CMOS by using the proposed two-step FFE and the automatic phase alignment techniques, improving the output bandwidth as well as the power dissipation. It delivers high-quality eye diagrams under 5.5dB loss at 28GHz with 3.89pJ/b efficiency.
有线通信的不断发展促使发射机以更高的速度运行。400GbE的应用也推动发射机设计为112Gb/s单通道[1-2]。然而,使用先进的工艺$(lt16$ nm)很难降低成本。本文采用所提出的两步FFE和自动相位对准技术,在40nm CMOS上制作了112Gb/s的PAM-4电压模发射机,提高了输出带宽和功耗。它在28GHz下以3.89pJ/b的效率在5.5dB损耗下提供高质量的眼图。
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引用次数: 13
17.3 Hybrid System for Efficient LAE-CMOS Interfacing in Large-Scale Tactile-Sensing Skins via TFT-Based Compressed Sensing 17.3基于tft压缩传感的大规模触觉传感皮肤中高效LAE-CMOS接口混合系统
Pub Date : 2019-02-01 DOI: 10.1109/ISSCC.2019.8662442
L. E. Aygun, Prakhar Kumar, Zhiwu Zheng, Ting-Sheng Chen, S. Wagner, J. Sturm, N. Verma
Tactile sensing has wide-ranging applications, from intelligent surfaces to advanced robotics. Large-Area Electronics (LAE), based on low-temp. fabrication $(lt 200 ^{circ}mathrm {C})$ of thin films, presents distinct capabilities, due to compatibility with a broad range of materials (enabling diverse transducers), as well as large and flexible substrates and materials-deposition methods (enabling expansive and formfitting sensing arrays). However, low performance/energy-efficiency of LAE thin-film transistors (TFTs) necessitates hybrid systems, integrating Si-CMOS ICs for system functions (sensor readout/control, processing, etc.). Initial work shows that a primary challenge in hybrid systems is the large number of interfaces required between LAE and CMOS, particularly as the number of sensors scales [1], [2]. This paper presents a force-sensing system that exploits signal sparsity exhibited in many large-area tactile-sensing applications (e.g., detecting point damage/stress in structures [3]), to reduce interfacing complexity to the level of sparsity, rather than a level related to the number of sensors (e.g., [1]). This is achieved via compressed sensing (CS), enabling sensor-acquisition by simple switches, readily implemented using TFTs. While CS has previously been leveraged in a hybrid-system architecture targeting signal sampling-rate requirements [2], this system applies it for high spatial resolution in tactile sensing.
触觉传感有着广泛的应用,从智能表面到先进的机器人技术。大面积电子(LAE),基于低温。制造$(lt 200 ^{circ} mathm {C})$的薄膜,由于与广泛的材料(使不同的传感器),以及大而灵活的衬底和材料沉积方法(使膨胀和装配传感阵列)的兼容性,呈现出独特的能力。然而,LAE薄膜晶体管(TFTs)的低性能/能效需要混合系统,集成Si-CMOS ic来实现系统功能(传感器读出/控制,处理等)。最初的工作表明,混合系统的主要挑战是LAE和CMOS之间需要大量接口,特别是随着传感器数量的增加[1],[2]。本文提出了一种力传感系统,该系统利用了许多大面积触觉传感应用(例如,检测结构中的点损伤/应力[3])中显示的信号稀疏性,将接口复杂性降低到稀疏性水平,而不是与传感器数量相关的水平(例如,[1])。这是通过压缩感知(CS)实现的,通过简单的开关实现传感器采集,很容易使用tft实现。虽然CS先前已被用于针对信号采样率要求的混合系统架构[2],但该系统将其应用于触觉传感中的高空间分辨率。
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引用次数: 1
10.1 An Energy Measurement Front-End with Integrated In-Situ Background Full System Accuracy Monitoring Including the Current and Voltage Sensors 10.1集成现场背景全系统精度监测(包括电流和电压传感器)的能量测量前端
Pub Date : 2019-02-01 DOI: 10.1109/ISSCC.2019.8662542
Seyed Danesh, W. Holland, J. Spalding, Michael Guidry, J. Hurwitz
Millions of utility electricity meters are deployed globally to determine billable energy consumption. These devices are factory calibrated, and then perform measurement without interruption over their lifetime. Once in the field their accuracy is unknown due to component aging and high voltage/current events [1]. Meters are periodically replaced as a preventive measure, leading to the unnecessary replacement of perfectly good meters while some inaccurate meters may remain in field. This paper presents an energy-measurement front-end that enables continuous background Condition Base Monitoring (CbM) over the lifetime of a meter. Crucially it monitors the performance of its voltage and current sensors, which are typically the largest sources of inaccuracy and drift. During normal operation, small test signals (“stimuli”), with adaptable but well-defined characteristics are injected into the sensors. Their amplitudes at the front-end’s output are then extracted to determine the gain accuracy of the full signal chain. In order to do this, the system must meet 3 main challenges. First, it must be able to generate and inject highly stable and accurate stimuli signals into the sensors. Second, it must have a wide dynamic range in order to accurately extract the stimuli in the presence of unknown and significantly larger load signals. Third, it must incorporate all the digital signal processing involved with stimuli signal selection, extraction and removal. This paper describes the circuit techniques used to address the first two challenges.
全球部署了数百万个公用事业电表,以确定可计费的能源消耗。这些设备经过工厂校准,然后在其使用寿命期间不间断地进行测量。一旦进入现场,由于元件老化和高电压/电流事件,其精度是未知的[1]。作为一种预防措施,定期更换仪表,导致不必要地更换完好的仪表,而一些不准确的仪表可能留在现场。本文提出了一种能量测量前端,可以在仪表的使用寿命期间实现连续的背景状态基监测(CbM)。至关重要的是,它监控其电压和电流传感器的性能,这通常是不准确和漂移的最大来源。在正常工作期间,将具有适应性但定义良好的特性的小测试信号(“刺激”)注入传感器。它们在前端输出的振幅然后被提取,以确定整个信号链的增益精度。为了做到这一点,该系统必须面对3个主要挑战。首先,它必须能够产生并向传感器注入高度稳定和准确的刺激信号。其次,它必须具有较宽的动态范围,以便在未知且明显较大的负载信号存在时准确提取刺激。第三,它必须包含所有数字信号处理所涉及的刺激信号的选择、提取和去除。本文描述了用于解决前两个挑战的电路技术。
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引用次数: 0
10.3 A 0.12mm2 Wien-Bridge Temperature Sensor with 0.1°C (3σ) Inaccuracy from -40°C to 180°C 10.3 A 0.12mm2温桥温度传感器,0.1°C (3σ)误差范围为-40°C至180°C
Pub Date : 2019-02-01 DOI: 10.1109/ISSCC.2019.8662457
S. Pan, Cagri Gurleyuk, Matheus Pimenta, K. Makinwa
Resistor-based temperature sensors can achieve much higher resolution and energy efficiency than conventional BJT-based sensors [1], but they typically occupy more area $(gt 0.25$ mm2) and have lower operating temperatures $(le 125 ^{circ}mathrm {C})$ [2]–[4]. This work describes a 0.12mm2 resistor-based sensor that uses a Wien-bridge (WB) filter to achieve $0.1 ^{circ}mathrm {C} (3 sigma)$ inaccuracy from $- 40 ^{circ}mathrm {C}$ to $180 ^{circ}mathrm {C}$. Compared to a state-of-the-art WB sensor [4], it occupies $6 times $ less area and achieves comparable relative accuracy over a 76% wider operating range.
基于电阻的温度传感器可以实现比传统的基于bjt的传感器更高的分辨率和能源效率[1],但它们通常占用更多的面积$(gt 0.25$ mm2),并且具有更低的工作温度$(le 125 ^{circ}mathrm {C})$[2] -[4]。这项工作描述了一种0.12mm2电阻传感器,该传感器使用温桥(WB)滤波器实现$- 40 ^{circ}mathrm {C}$到$180 ^{circ}mathrm {C}$之间的$0.1 ^{circ}mathrm {C} (3 sigma)$误差。与最先进的WB传感器[4]相比,它占用$6 times $更少的面积,并达到76以上的相对精度% wider operating range.
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引用次数: 25
8.5 A Fully Integrated Voltage Regulator in 14nm CMOS with Package-Embedded Air-Core Inductor Featuring Self-Trimmed, Digitally Controlled Variable On-Time Discontinuous Conduction Mode Operation 一个完全集成的电压调节器在14nm CMOS封装嵌入式空气芯电感具有自修剪,数字控制可变的准时间断导通模式操作
Pub Date : 2019-02-01 DOI: 10.1109/ISSCC.2019.8662294
C. Schaef, Nachiket V. Desai, H. Krishnamurthy, Sheldon Weng, H. Do, William J. Lambert, K. Radhakrishnan, K. Ravichandran, J. Tschanz, V. De
Fully Integrated Voltage Regulators (FIVR) with package-embedded air-core inductors [1] or on-die solenoid inductors with planar magnetic core [2] promise efficient power delivery and fine-grain wide-range DVFS in complex SoCs while providing fast transient response. The FIVR must provide high conversion efficiency across a wide operating range of output voltages and load currents, including light to medium loads, to maximize the overall energy efficiency of the SoC across different power states. Phase shedding and switch scaling have been used for high-frequency FIVR designs with pulse-width modulation (PWM) control in continuous conduction mode (CCM) to maintain high efficiency for large load currents [1–5], and pulse-frequency modulation (PFM) and hysteretic control have been used to achieve high efficiency across light to medium loads [3–5]. In this paper, we present an FIVR in 14nm CMOS with a 2.5nH air-core inductor embedded in an ultrathin coreless package $( 200 mu m$ thick) (Fig. 8.5.7), featuring self-trimmed, soft-switched and digitally controlled variable ON-time DCM operation up to 70MHz to achieve high conversion efficiencies across light to medium load currents ranging from 5mA to 500mA and wide 0.7-1.2V output voltage range. The FIVR uses a cascoded thin-gate powertrain (Fig. 8.5.1) to support input voltages up to 2Vmax with the cascode bias rail set at $V_{in} /2$ which consumes $lt/pgtlt1$ uA at light load. A small thick-gate device is connected across the inductor to dampen oscillations when the power stage is in a high-impedance state. The output voltage is monitored by a comparator with sub-ns response time which triggers an inductor current pulse when the output drops below the reference voltage. A resistor divider with a feedforward capacitor is used to achieve fast response time.
具有封装嵌入式空芯电感器[1]或具有平面磁芯的片上螺线管电感器[2]的完全集成电压调节器(FIVR)可在复杂的soc中提供高效的功率输送和细粒度宽范围DVFS,同时提供快速的瞬态响应。FIVR必须在广泛的输出电压和负载电流工作范围内提供高转换效率,包括轻负载到中等负载,以最大限度地提高SoC在不同功率状态下的整体能效。在连续传导模式(CCM)下采用脉宽调制(PWM)控制的高频FIVR设计中,相位脱落和开关标度被用于保持大负载电流的高效率[1-5],脉频调制(PFM)和迟滞控制被用于实现轻到中负载的高效率[3-5]。在本文中,我们提出了一种14nm CMOS的FIVR,其2.5nH空芯电感嵌入超薄无芯封装$(200 μ m$厚)(图8.5.7),具有自调整,软开关和数字控制可变导通时间DCM操作高达70MHz,可在5mA至500mA的轻至中负载电流和0.7-1.2V宽输出电压范围内实现高转换效率。FIVR采用级联编码薄栅极动力总成(图8.5.1),支持高达2Vmax的输入电压,级联编码偏置导轨设置为$V_{in} /2$,轻载时消耗$lt/pgtlt1$ uA。当功率级处于高阻抗状态时,在电感两端连接一个小的厚栅装置来抑制振荡。输出电压由一个响应时间小于ns的比较器监测,当输出低于参考电压时触发电感电流脉冲。采用带有前馈电容的电阻分压器实现快速响应。
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引用次数: 19
7.1 An 11.5TOPS/W 1024-MAC Butterfly Structure Dual-Core Sparsity-Aware Neural Processing Unit in 8nm Flagship Mobile SoC 7.1 8.5 tops /W 1024-MAC蝴蝶结构双核稀疏感知神经处理单元的8nm旗舰移动SoC
Pub Date : 2019-02-01 DOI: 10.1109/ISSCC.2019.8662476
Jinook Song, Yun-Jin Cho, Jun-Seok Park, Jun-Woo Jang, Sehwan Lee, Joonho Song, Jae-Gon Lee, Inyup Kang
Deep learning has been widely applied for image and speech recognition. Response time, connectivity, privacy and security drive applications towards mobile platforms rather than cloud. For mobile systems-on-a-chip (SoCs), energy-efficient neural processing units (NPU) have been studied for performing the convolutional layers (CLs) and fully-connected layers (FCLs) [2–5] in deep neural networks. Moreover, considering that neural networks are getting deeper, the NPU needs to integrate 1K or even more multiply/accumulate (MAC) units. For energy efficiency, compression of neural networks has been studied by pruning neural connections and quantizing weights and features with 8b or even lower fixed-point precision without accuracy loss [1]. A hardware accelerator exploited network sparsity for high utilization of MAC units [3]. However, since it is challenging to predict where pruning is possible, the accelerator needed complex circuitry for selecting an array of features corresponding to an array of non-zero weights. For reducing the power of MAC operations, bit-serial multipliers have been applied [5]. Generally, extremely low- or variable-bit-precision neural networks need to be carefully trained.
深度学习已广泛应用于图像和语音识别。响应时间、连接性、隐私和安全性促使应用程序转向移动平台,而不是云。对于移动片上系统(soc),节能神经处理单元(NPU)已被研究用于在深度神经网络中执行卷积层(cl)和全连接层(fcl)[2-5]。此外,考虑到神经网络越来越深入,NPU需要集成1K甚至更多的乘法/累积(MAC)单元。为了提高能量效率,已经研究了神经网络的压缩,在不损失精度的情况下,以8b甚至更低的不动点精度修剪神经连接,量化权值和特征[1]。硬件加速器利用网络稀疏性来提高MAC单元的利用率[3]。然而,由于预测哪里可能进行修剪是具有挑战性的,因此加速器需要复杂的电路来选择与非零权重数组相对应的特征数组。为了降低MAC操作的功耗,采用了位串行乘法器[5]。一般来说,极低或可变位精度的神经网络需要仔细训练。
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引用次数: 81
ISSCC 2019 Session 23 Overview: DRAM ISSCC 2019第23届会议概述:DRAM
Pub Date : 2019-02-01 DOI: 10.1109/isscc.2019.8662288
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引用次数: 0
15.2 A 90ns/V Fast-Transition Symbol-Power-Tracking Buck Converter for 5G mm-Wave Phased-Array Transceiver 15.2用于5G毫米波相控阵收发器的90ns/V快速过渡符号-功率跟踪降压转换器
Pub Date : 2019-02-01 DOI: 10.1109/ISSCC.2019.8662420
Ji-Seon Paek, Takahiro Nomiyama, Jae-Yeol Han, Ik-Hwan Kim, Yumi Lee, Dongsu Kim, Euiyoung Park, Sung-Jun Lee, Jongwoo Lee, T. Cho, Inyup Kang
The 5G-New-Radio (NR) standard in millimeter wave (mm-wave) bands requires a low-cost antenna module consisting of a phased-array transceiver with beamforming [1], an antenna array, and a power management IC (PMIC). Since a typical on-chip mm-wave CMOS power-amplifier (PA) arrays have poor power efficiency due to the lossy substrate and the low maximum available-gain frequency of CMOS processes, they cause serious thermal issues due to the high power density and reduce battery life in a mobile handset. Recently, supply-modulation (SM) techniques, such as an envelope tracking (ET) and an average-power tracking (APT) instead of a direct battery-connected supply, have been introduced to enhance PA efficiency [2]. However, these techniques have few challenges, such as limited ET tracking bandwidth and APT transition time, to support new requirements of the 5G NR standard. In order to manage the power effectively of a phased-array module, a special SM technique named symbol-power tracking (SPT) is proposed for the power management in this work. The SPT controls the supply voltage of mm-wave PA arrays every few micro-second (symbol to symbol), which is much faster than that of APT, which adjusts the output voltage every one millisecond (sub-frame to sub-frame).
毫米波(mm-wave)频段的5G-New-Radio (NR)标准需要一个低成本的天线模块,该模块由带波束成形的相控阵收发器[1]、天线阵列和电源管理IC (PMIC)组成。由于典型的片上毫米波CMOS功率放大器(PA)阵列由于有损衬底和CMOS工艺的最大可用增益频率低而具有较差的功率效率,它们由于高功率密度而导致严重的热问题,并减少手机中的电池寿命。最近,供应调制(SM)技术,如包络跟踪(ET)和平均功率跟踪(APT)代替电池直接连接的电源,已被引入以提高PA效率[2]。然而,这些技术几乎没有挑战,例如有限的ET跟踪带宽和APT过渡时间,以支持5G NR标准的新要求。为了有效地管理相控阵模块的功率,本文提出了一种特殊的SM技术——符号功率跟踪(SPT)。SPT每隔几微秒(符号到符号)控制毫米波PA阵列的供电电压,比APT每隔一毫秒(子帧到子帧)调整输出电压要快得多。
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引用次数: 4
4.1 A Watt-Level Phase-Interleaved Multi-Subharmonic Switching Digital Power Amplifier Achieving 31.4% Average Drain Efficiency 4.1瓦级相交错多次谐波开关数字功率放大器实现31.4%的平均漏极效率
Pub Date : 2019-02-01 DOI: 10.1109/ISSCC.2019.8662511
Aoyang Zhang, M. Chen
Modern wireless communication systems often utilize spectrum-efficient modulation schemes for higher data throughput, given the finite bandwidth. This type of modulation schemes, such as Orthogonal Frequency Division Multiplexing (OFDM), results in a high peak-to-average power ratio (PAPR) for the transmitted signal. Therefore, power amplifier efficiency in the power back-off (PBO) region has become an important design target. Meanwhile, obtaining high output power and high average efficiency still remains a key design challenge when developing an integrated CMOS PA. Recently, a subharmonic switching (SHS) digital PA architecture was reported in [1]. It toggles the PA cell at the subharmonic component of the carrier frequency (Fc) to achieve power back-off. The slower toggling rate reduces dynamic and conduction loss in the switching PA, resulting in better PBO efficiency. However, the SHS PA requires additional notch filtering of the subharmonic components in the matching network. Therefore, we propose a phase-interleaved architecture that combines three SHS PAs to increase output power (Watt-level) and inherently cancel the subharmonic components in the PBO mode, thereby alleviating the burden of the matching network. Moreover, multiple subharmonic components are utilized to create a greater number of efficiency peaks in the PBO region. This is referred to as a multi-SHS scheme. Lastly, a hybrid Class-G operation, in combination with the multi-SHS scheme, is used to further enhance average efficiency.
由于带宽有限,现代无线通信系统通常采用频谱高效调制方案来提高数据吞吐量。这种类型的调制方案,如正交频分复用(OFDM),导致传输信号的峰值平均功率比(PAPR)很高。因此,功率放大器在功率回退(PBO)区域的效率已成为一个重要的设计目标。同时,获得高输出功率和高平均效率仍然是开发集成CMOS放大器的关键设计挑战。近年来,一种亚谐波开关(SHS)数字PA结构在[1]中得到了报道。它在载波频率(Fc)的次谐波分量处切换PA单元以实现功率回退。较慢的切换速率降低了开关PA的动态损耗和导通损耗,从而提高了PBO效率。然而,SHS PA需要对匹配网络中的次谐波分量进行陷波滤波。因此,我们提出了一种相交错结构,该结构结合了三个SHS PAs,以提高输出功率(瓦特级),并固有地抵消PBO模式中的次谐波分量,从而减轻匹配网络的负担。此外,利用多个次谐波分量在PBO区域产生更多的效率峰值。这被称为多shs方案。最后,采用混合g类操作,结合多shs方案,进一步提高平均效率。
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引用次数: 17
3.3 A 5GS/s 158.6mW 12b Passive-Sampling 8×-Interleaved Hybrid ADC with 9.4 ENOB and 160.5dB FoMS in 28nm CMOS 3.3 A 5GS/s 158.6mW 12b无源采样8×-Interleaved采用9.4 ENOB和160.5dB FoMS的28nm CMOS混合ADC
Pub Date : 2019-02-01 DOI: 10.1109/ISSCC.2019.8662490
A. Ramkaj, J. P. Ramos, Yifan Lyu, M. Strackx, Marcel J. M. Pelgrom, M. Steyaert, M. Verhelst, F. Tavernier
Emerging 5G communication systems require ADCs to directly digitize wide bandwidth (BW) signals with high spectral purity at low power consumption. Current state-of-the-art solutions include mainly time-interleaved (TI) pipelined [1–4] or pipelined-SAR [5] architectures, enhanced by digital calibration. To ensure a sufficiently high input BW, all these designs employ a static front-end buffer. This buffer often dissipates more power than the ADC itself, significantly deteriorates the linearity and noise performance, and severely limits the available swing, unless over-voltage or multiple supplies are used [1–5].
新兴的5G通信系统需要adc在低功耗下直接数字化高频谱纯度的BW信号。目前最先进的解决方案主要包括时间交错(TI)流水线[1-4]或流水线sar[5]架构,并通过数字校准进行增强。为了确保足够高的输入BW,所有这些设计都采用静态前端缓冲器。该缓冲器通常比ADC本身耗散更多的功率,显著降低线性度和噪声性能,并严重限制可用摆幅,除非使用过压或多个电源[1-5]。
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引用次数: 10
期刊
2019 IEEE International Solid- State Circuits Conference - (ISSCC)
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