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2021 IEEE International Midwest Symposium on Circuits and Systems (MWSCAS)最新文献

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Demystifying Maximum Power Transfer Methodologies for Charge Pumps: An Analytical Approach 揭秘电荷泵的最大功率传输方法:一种分析方法
Pub Date : 2021-08-09 DOI: 10.1109/MWSCAS47672.2021.9531860
Abdullah S. Aloqlah, M. Alhawari
This paper provides a detailed analysis of minimum power loss (MPL) and maximum power transfer (MPT) methodologies for regulated and unregulated Charge pumps (CPs). Using a modified transformer model, we show analytically that MPL and MPT can be achieved independently using switching frequency and stage modulation, respectively. In contrast, MPL and MPT in regulated CP are dependent on each other, which requires an iterative approach. SPICE simulation shows that our analytical approach accurately predicts the MPL and MPT points, which will help researchers design CPs in an accurate and fast manner.
本文详细分析了调节和非调节电荷泵(CPs)的最小功率损失(MPL)和最大功率传输(MPT)方法。利用改进的变压器模型,我们分析表明,MPL和MPT可以分别通过开关频率和级调制独立实现。相比之下,调控CP的MPL和MPT是相互依赖的,这需要迭代方法。SPICE仿真结果表明,我们的分析方法可以准确地预测MPL和MPT点,这将有助于研究人员准确、快速地设计CPs。
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引用次数: 0
Polynomial Filters with Controllable Overshoot In Their Step Transient Responses 阶跃响应超调可控的多项式滤波器
Pub Date : 2021-08-09 DOI: 10.1109/MWSCAS47672.2021.9531729
I. Filanovsky
The paper considers a new class of polynomial filters which is an extension of the Bessel (Thomson) filters. This extension is achieved considering the difference of two weighted Bessel polynomials. The weight of the subtracted polynomial is including the multiplier an the choice of which defines the class of resulting filters. When an = 0 one obtains the transfer functions of regular Bessel (Thomson) filters. When an =1 one obtains the Stokes filters. The Stokes filters are faster than Bessel filters but have larger step response overshoot. Using the range of −1 < an ≤ 2 one obtains the stable filters with controllable step transient response overshoots. The upper border for an is defined by the stability condition of higher order filters, the low border is defined by the non-monotonicity conditions.
本文研究了一类新的多项式滤波器,它是对贝塞尔(汤姆森)滤波器的扩展。这种扩展是考虑两个加权贝塞尔多项式的差来实现的。减法多项式的权重包括乘法器,乘法器的选择定义了所得到的过滤器的类别。当an = 0时,得到正则贝塞尔(汤姆森)滤波器的传递函数。当an =1时,得到Stokes滤波器。Stokes滤波器比贝塞尔滤波器速度快,但阶跃响应超调较大。采用−1 < an≤2的范围,可以得到具有可控阶跃瞬态响应超调的稳定滤波器。an的上边界由高阶滤波器的稳定性条件定义,下边界由非单调性条件定义。
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引用次数: 0
Neural Network Design via Voltage-based Resistive Processing Unit and Diode Activation Function - A New Architecture 基于电压电阻处理单元和二极管激活函数的神经网络设计——一种新的体系结构
Pub Date : 2021-08-09 DOI: 10.1109/MWSCAS47672.2021.9531917
Yung-Ting Hsieh, Khizar Anjum, Songjun Huang, Indraneel S. Kulkarni, D. Pompili
In recent years, the architecture based on Resistive Processing Unit (RPU) has become a hot topic due to its potential to accelerate training of a Neural Network (NN). However, attempts to realize the RPU concept based on non-volatile memory technology face a myriad of technological and physical constraints. The theoretical concept of crossbar array is nearly impossible to implement in the real world without certain tweaks. Hence, we propose an Voltage output Complementary Metal Oxide Semiconductor (CMOS)-based RPU design VRPU, which is used to build a neural network. We also introduce a novel diode-based circuit to behave as a non-linear activation function, which consists of a single Diode (D) and Diode Pair (DP). The proposed VRPU design when tested with MNIST dataset for hidden layer and output layer combinations of ReLU+Sigmoid, D+Sigmoid, ReLU+DP, D+DP (low temperature) and D+DP (high temperature) resulted in accuracies of 94.29%, 95.90%, 95.53%, 96.75% and 96.57% respectively corroborating the merits of the proposed design.
近年来,基于电阻处理单元(RPU)的体系结构因其具有加速神经网络训练的潜力而成为一个热门话题。然而,试图实现基于非易失性存储器技术的RPU概念面临着无数的技术和物理限制。横杆阵列的理论概念几乎不可能在现实世界中实现,如果没有一定的调整。因此,我们提出了一种基于CMOS (Voltage output Complementary Metal Oxide Semiconductor)的RPU设计VRPU,用于构建神经网络。我们还介绍了一种新的基于二极管的非线性激活函数电路,它由单个二极管(D)和二极管对(DP)组成。利用MNIST数据集对ReLU+Sigmoid、D+Sigmoid、ReLU+DP、D+DP(低温)和D+DP(高温)的隐藏层和输出层组合进行了测试,准确率分别为94.29%、95.90%、95.53%、96.75%和96.57%,验证了所提VRPU设计的优点。
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引用次数: 4
A Passive Single-Ended-to-Differential-Converter with SAR ADC Achieving 6.1fJ/Conversion-Step 带SAR ADC的无源单端差分变换器,实现6.1fJ/转换步长
Pub Date : 2021-08-09 DOI: 10.1109/MWSCAS47672.2021.9531821
Mariska van der Struijk, Kevin Pelzers, P. Harpe
This paper proposes a passive switched-capacitor single-ended-to-differential-converter (SDC) as a front-end of a differential SAR ADC to enable digitization of single-ended signals. Compared to active SDC solutions or single-ended SAR ADCs, the proposed solution offers the smallest total capacitance as well as best power efficiency and least chip area. A noise analysis further shows that the passive SDC does not result in a noise penalty of the overall system. A prototype implementation in 65nm CMOS achieves a figure-of-merit of 6.1fJ/conversion-step at 20MS/s, while reaching an SNDR of 54.7dB up to Nyquist and occupying a chip area of only 60µm × 36µm.
本文提出了一种无源开关电容单端差分变换器(SDC)作为差分SAR ADC的前端,以实现单端信号的数字化。与有源SDC解决方案或单端SAR adc相比,该方案具有最小的总电容、最佳的功率效率和最小的芯片面积。噪声分析进一步表明,被动式SDC不会导致整个系统的噪声惩罚。在65nm CMOS中实现的原型实现在20MS/s下实现了6.1fJ/转换步长,SNDR达到54.7dB,且芯片面积仅为60 μ m × 36 μ m。
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引用次数: 1
Additive Neural Network Based Static and Dynamic Distortion Modeling for Prior-Knowledge-Free Nyquist ADC Characterization 基于加性神经网络的无先验知识奈奎斯特ADC特性静态和动态失真建模
Pub Date : 2021-08-09 DOI: 10.1109/MWSCAS47672.2021.9531763
Danfeng Zhai, P. Li, Jiushan Zhang, Chixiao Chen, Fan Ye, Junyan Ren
This paper presents a prior-knowledge free modeling method for Nyquist ADCs. Current ADC modeling methods mainly base on known circuit implementation and non-idealities, thus hard to recover non-linear static and dynamic distortions. The proposed method adopts an additive neural network with binary inputs to achieve a data driven, prior-knowledge free modeling method. Both static and dynamic distortions are modeled by two separate sub-network. Also, a batch generation scheme is used to enhance the noise insensitivity, facilitating small sample training, when only simulation results are available. The proposed methods are validated by three typical non-ideal ADC designs, including a SAR ADC with capacitor mismatch, an ultra-high speed ADC with NMOS sampling switch, and a SAR ADC with a bandwidth limited reference source. All the non-linearity and FFT spectrum plots show the proposing model can accurately model both static and dynamic distortion with less than 1dB spur mismatch.
提出了一种Nyquist adc的无先验知识建模方法。目前的ADC建模方法主要基于已知的电路实现和非理想性,因此难以恢复非线性静态和动态失真。该方法采用具有二值输入的加性神经网络,实现了一种数据驱动、无先验知识的建模方法。静态和动态变形均由两个独立的子网络建模。同时,采用批量生成方案增强噪声不敏感性,便于在只有仿真结果的情况下进行小样本训练。通过三种典型的非理想ADC设计,包括电容失配的SAR ADC、带NMOS采样开关的超高速ADC和带宽受限参考源的SAR ADC,验证了所提方法的有效性。所有非线性和FFT频谱图都表明,该模型可以准确地模拟静态和动态失真,且杂散失配小于1dB。
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引用次数: 1
An Accurate and Compact Hyperbolic Tangent and Sigmoid Computation Based Stochastic Logic 基于随机逻辑的精确紧凑双曲正切和s型计算
Pub Date : 2021-08-09 DOI: 10.1109/MWSCAS47672.2021.9531838
Van-Tinh Nguyen, Tieu-Khanh Luong, E. Popovici, Quang-Kien Trinh, Renyuan Zhang, Y. Nakashima
In this paper, a proof-of-concept implementation of hyperbolic tanh(ax) and sigmoid(2ax) functions for high-precision as well as compact computational hardware based on stochastic logic is presented. Nonlinear activation introducing the non-linearity in the learning process is one of the critical building blocks of artificial neural networks. Hyperbolic tangent and sigmoid are the most commonly used nonlinear activation functions in machine-learning system such as neural networks. This work demonstrates the stochastic computation of tanh(ax) and sigmoid(2ax) functions-based Bernstein polynomial using a bipolar format. The format conversion from bipolar to unipolar format is involved in our implementation. One achievement is that our proposed implementation is more accurate than the state-of-the-arts including FSM based method, JK-FF and general unipolar division. On average, 90% of improvement of this work in terms of mean square error (MAE) has been achieved while the hardware cost and power consumption are comparable to the previous approaches.
本文提出了一种基于随机逻辑的高精度和紧凑计算硬件的双曲tanh(ax)和sigmoid(2ax)函数的概念证明实现。在学习过程中引入非线性的非线性激活是人工神经网络的关键组成部分之一。双曲正切函数和s型函数是神经网络等机器学习系统中最常用的非线性激活函数。本工作演示了使用双极格式的tanh(ax)和sigmoid(2ax)函数的Bernstein多项式的随机计算。从双极到单极格式的格式转换涉及到我们的实现。其中一个成果是我们提出的实现比目前最先进的包括基于FSM的方法,JK-FF和一般单极划分更准确。平均而言,在硬件成本和功耗与之前的方法相当的情况下,该方法在均方误差(MAE)方面实现了90%的改进。
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引用次数: 0
Simulation and Experimental Evaluation of Energy Harvesting Circuits with Magnetoelectric Antennas 磁电天线能量收集电路的仿真与实验评估
Pub Date : 2021-08-09 DOI: 10.1109/MWSCAS47672.2021.9531912
Diptashree Das, Ziyue Xu, Mehdi Nasrollahpour, Isabel Martos-Repath, Mohsen Zaeimbashi, A. Khalifa, Ankit Mittal, Sydney S. Cash, Nian-Xiang Sun, A. Shrivastava, M. Onabajo
A magnetoelectric antenna (ME) is a miniaturized device that exhibits the dual capability of energy harvesting and sensing in different frequency bands. In this paper, a behavioral circuit model for the ME antenna is presented to capture the radio frequency (RF) energy harvesting operation during circuit simulations. The ME antenna design of this work is under development for wireless communication with implantable devices, where one role of the antenna is to receive pulse-modulated power from a nearby transmitter. In this application, the proposed behavioral ME antenna model can be utilized during design optimizations of the energy harvesting circuits. The model has been assessed through simulations with an energy harvester design in 65nm CMOS technology. Measurements were performed to validate the results of the wireless power transfer link with an ME antenna having a 2.57 GHz resonance frequency connected to an energy harvester chip.
磁电天线是一种在不同频段具有能量收集和传感双重能力的小型化器件。本文提出了一种行为电路模型,用于在电路仿真过程中捕捉射频能量收集操作。这项工作的ME天线设计正在开发中,用于与植入式设备进行无线通信,其中天线的一个作用是接收来自附近发射器的脉冲调制功率。在此应用中,所提出的行为ME天线模型可用于能量收集电路的设计优化。该模型已通过65纳米CMOS技术的能量采集器设计进行了仿真评估。通过测量验证无线电力传输链路的结果,将具有2.57 GHz谐振频率的ME天线连接到能量采集器芯片上。
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引用次数: 2
A 0.85V Supply, High PSRR CMOS Voltage Reference without Resistor and Amplifier for Ultra-Low Power Applications 0.85V电源,高PSRR CMOS基准电压,无电阻和放大器,适用于超低功耗应用
Pub Date : 2021-08-09 DOI: 10.1109/MWSCAS47672.2021.9531826
Ashutosh Pathy, Adithya Banthi, Zia Abbas
This paper presents an ultra-low power CMOS voltage reference (CVR) which is free of amplifier and resistor. A current generator circuit is used to generate a supply independent current to bias the active load in the temperature compensation circuit. Drain-source voltage of two critical MOSFETs is made equal in the current generator circuit by using a feedback arrangement to ensure a high PSRR of -75dB for the reference voltage. Temperature compensation is achieved by using the complementary to absolute temperature (CTAT) nature of gatesource of a MOSFET operating in the subthreshold region and proportional to absolute temperature (PTAT) nature of conventional composite pair architecture. The proposed CVR is designed in TSMC 180nm technology. The circuit works desirably for a supply range of 0.85V to 2.3V while generating a reference voltage of around 0.68V. Maximum temperature coefficient (TC) of 184 ppm/°C and minimum TC of 69 ppm/°C are noted for mismatch and process variations in the Monte-Carlo simulation for 1000 samples. The circuit consumes only 46nW of power, which makes it suitable for ultra-low power applications.
提出了一种不需要放大器和电阻的超低功耗CMOS基准电压(CVR)。电流发生器电路用于产生与电源无关的电流,以偏置温度补偿电路中的有源负载。在电流发生器电路中,两个关键mosfet的漏源电压相等,通过使用反馈安排来确保参考电压的高PSRR为-75dB。温度补偿是利用工作在亚阈值区域的MOSFET门源的绝对温度互补特性和传统复合对结构的绝对温度成比例特性来实现的。提出的CVR采用台积电180nm工艺设计。该电路在0.85V至2.3V的供电范围内工作,同时产生约0.68V的参考电压。最高温度系数(TC)为184 ppm/°C,最低温度系数(TC)为69 ppm/°C,在1000个样品的蒙特卡罗模拟中注意到不匹配和工艺变化。该电路功耗仅为46nW,适用于超低功耗应用。
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引用次数: 0
A CMOS based High Resolution All-Digital Temperature Sensor with Low Power Supply Sensitivity 基于CMOS的低电源灵敏度高分辨率全数字温度传感器
Pub Date : 2021-08-09 DOI: 10.1109/MWSCAS47672.2021.9531828
S. Das, S. Wadhwa, D. Das
This paper presents the design of an All-Digital-Temperature Sensor (ADTS) with low power supply sensitivity (PSS). In this architecture, the delay cell-based ring-oscillator acts like a temperature sensor. The delay cells have been designed featuring the voltage compensation technique. This paper demonstrates the improvement over the conventional Current Starved Ring Oscillator (CSRO), and Voltage Compensated Ring Oscillator (VCRO) based temperature sensor. The proposed design consumes only 180μW power, exhibits PSS of 0.034°C/mV (i.e., 6-12%) and generates an error of only -0.4°C to +0.8°C across process comers and over the temperature range -40°C to 150°C and supply range of 1.8V +/-10%.
本文设计了一种低电源灵敏度全数字温度传感器(ADTS)。在这种结构中,基于延迟单元的环形振荡器就像一个温度传感器。采用电压补偿技术设计了延时单元。本文对传统的电流饥渴环振荡器(CSRO)和基于电压补偿环振荡器(VCRO)的温度传感器进行了改进。该设计功耗仅为180μW, PSS为0.034°C/mV(即6-12%),在-40°C至150°C的温度范围和1.8V +/-10%的电源范围内,工艺角误差仅为-0.4°C至+0.8°C。
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引用次数: 0
Accurate Distance Measurement Using Narrowband Systems 使用窄带系统进行精确距离测量
Pub Date : 2021-08-09 DOI: 10.1109/MWSCAS47672.2021.9531873
M. Stanciu, J. Brillant, Claudio Rey, K. Waheed
Low-power, low-cost accurate ranging methods implemented using narrow-band wireless (NBW) devices provide key enablement for a diverse set of applications in the vastly growing Internet of Things (IoT) and smart access control market segments. Applications of wireless ranging and localization include home and automotive access systems, indoor ranging, asset tracking, proximity sensing, distance estimation, gaming, security perimeter enforcement, and relay attack prevention to name a few. Unlike wide-band systems, NBW systems consume much lower power for each transmission and reception making them suitable for battery powered applications and possess wireless range that is an order of magnitude higher than wideband systems, allowing them to meet the requirements for several line-of-sight (LOS) and non-line-of-sight (NLOS) application conditions. An accurate multi-carrier phase-based distance measurement technique using Bluetooth-LE is described in this paper. The paper describes a practical implementation and describes some of the signal processing techniques and challenges that extend beyond existing standardized wireless protocols.
使用窄带无线(NBW)设备实现的低功耗,低成本精确测距方法为急剧增长的物联网(IoT)和智能访问控制细分市场中的各种应用提供了关键支持。无线测距和定位的应用包括家庭和汽车访问系统、室内测距、资产跟踪、接近感测、距离估计、游戏、安全边界执行和中继攻击预防等。与宽带系统不同,NBW系统每次传输和接收的功耗要低得多,这使得它们适合电池供电的应用,并且具有比宽带系统高一个数量级的无线范围,使它们能够满足几种视距(LOS)和非视距(NLOS)应用条件的要求。介绍了一种基于蓝牙- le的多载波相位距离精确测量技术。本文描述了一个实际实现,并描述了一些超出现有标准化无线协议的信号处理技术和挑战。
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引用次数: 1
期刊
2021 IEEE International Midwest Symposium on Circuits and Systems (MWSCAS)
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