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Buck-Boost Charge Pump Based DC-DC Converter 基于Buck-Boost电荷泵的DC-DC变换器
Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-04-21 DOI: 10.3390/jlpea13020027
Evi Keramida, George Souliotis, Spyridon Vlassis, Fotis Plessas
This paper presents a novel inductorless dual-mode buck-boost charge pump (CP) based DC-DC converter. The proposed architecture allows the same circuit to accomplish two modes of operation, buck and boost, for degrading or elevating the output voltage, respectively, compared to the input. To achieve each mode, only a switching of the input–output connections is needed without any other modification in the design of the DC-DC converter. The dual-mode configuration aims to merge two different functions into one circuit, minimizing the design time and the area the DC-DC converter occupies on the die. The proposed buck-boost CP has been designed using TSMC 65 nm complementary metal–oxide–semiconductor (CMOS) technology. The functional input voltage range of the CP in boost mode is 1.2 V to 1.8 V and the typical output voltage is 1.8 V. For the buck mode, the input voltage range is 3.2 V to 3.6 V and the output is 1.5 V. For both modes, the output can be easily modified to new values by changing the comparator configuration. Efficiency results are also provided for the two modes.
提出了一种新型无电感双模buck-boost电荷泵(CP)的DC-DC变换器。所提出的架构允许同一电路实现降压和升压两种工作模式,分别用于与输入相比降低或提高输出电压。为了实现每种模式,只需切换输入输出连接,而无需在DC-DC转换器的设计中进行任何其他修改。双模配置旨在将两种不同的功能合并到一个电路中,从而最大限度地减少设计时间和DC-DC转换器在芯片上占用的面积。采用台积电65nm互补金属氧化物半导体(CMOS)技术设计了buck-boost CP。升压模式下,CP的功能输入电压范围为1.2 V ~ 1.8 V,典型输出电压为1.8 V。降压模式的输入电压范围为3.2 V ~ 3.6 V,输出电压范围为1.5 V。对于这两种模式,可以通过更改比较器配置轻松地将输出修改为新值。给出了两种模式的效率结果。
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引用次数: 0
Innovative Characterization and Comparative Analysis of Water Level Sensors for Enhanced Early Detection and Warning of Floods 用于增强洪水早期探测和预警的水位传感器的创新特性和对比分析
IF 2.1 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-04-11 DOI: 10.3390/jlpea13020026
R. Tawalbeh, Feras Alasali, Zahra Ghanem, Mohammad Alghazzawi, Ahmad Abu-Raideh, W. Holderbaum
In considering projections that flooding will increase in the future years due to factors such as climate change and urbanization, the need for dependable and accurate water sensors systems is greater than ever. In this study, the performance of four different water level sensors, including ultrasonic, infrared (IR), and pressure sensors, is analyzed based on innovative characterization and comparative analysis, to determine whether or not these sensors have the ability to detect rising water levels and flash floods at an earlier stage under different conditions. During our exhaustive tests, we subjected the device to a variety of conditions, including clean and contaminated water, light and darkness, and an analogue connection to a display. When it came to monitoring water levels, the ultrasonic sensors stood out because of their remarkable precision and consistency. To address this issue, this study provides a novel and comparative examination of four water level sensors to determine which is the most effective and cost-effective in detecting floods and water level fluctuations. The IR sensor delivered accurate findings; however, it demonstrated some degree of variability throughout the course of the experiment. In addition, the results of our research show that the pressure sensor is a legitimate alternative to ultrasonic sensors. This presents a possibility that is more advantageous financially when it comes to the development of effective water level monitoring systems. The findings of this study are extremely helpful in improving the dependability and accuracy of flood detection systems and, eventually, in lessening the devastation caused by natural catastrophes.
考虑到由于气候变化和城市化等因素,未来几年洪水将增加的预测,对可靠准确的水传感器系统的需求比以往任何时候都更大。在这项研究中,基于创新的表征和比较分析,分析了四种不同水位传感器的性能,包括超声波、红外(IR)和压力传感器,以确定这些传感器是否有能力在不同条件下早期检测水位上升和山洪。在我们的详尽测试中,我们将该设备置于各种条件下,包括清洁和污染的水、光线和黑暗,以及与显示器的模拟连接。在监测水位时,超声波传感器因其卓越的精度和一致性而脱颖而出。为了解决这个问题,本研究对四个水位传感器进行了新颖的比较检查,以确定哪一个在检测洪水和水位波动方面最有效、最具成本效益。红外传感器提供了准确的发现;然而,在整个实验过程中,它表现出了一定程度的可变性。此外,我们的研究结果表明,压力传感器是超声波传感器的合法替代品。这为开发有效的水位监测系统提供了一种在财务上更有利的可能性。这项研究的发现对提高洪水探测系统的可靠性和准确性,并最终减轻自然灾害造成的破坏非常有帮助。
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引用次数: 1
First Review of Conductive Electrets for Low-Power Electronics 用于低功率电子器件的导电驻极体综述
IF 2.1 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-04-06 DOI: 10.3390/jlpea13020025
D. Chung
This is the first review of conductive electrets (unpoled carbons and metals), which provide a new avenue for low-power electronics. The electret provides low DC voltage (μV) while allowing low DC current (μA) to pass through. Ohm’s Law is obeyed. The voltage scales with the inter-electrode distance. Series connection of multiple electret components provides a series voltage that equals the sum of the voltages of the components if there is no bending at the connection between the components. Otherwise, the series voltage is below the sum. Bending within the component also diminishes the voltage because of the polarization continuity decrease. The electret originates from the interaction of a tiny fraction of the carriers with the atoms. This interaction results in the charge in the electret. Dividing the electret charge by the electret voltage V’ provides the electret-based capacitance C’, which is higher than the permittivity-based capacitance (conventional) by a large number of orders of magnitude. The C’ governs the electret energy (1/2 C’V’2) and electret discharge time constant (RC’, where R = resistance), as shown for metals. The discharge time is promoted by a larger inter-electrode distance. The electret discharges occur upon short-circuiting and charge back upon subsequent opencircuiting. The discharge or charge of the electret amounts to the discharge or charge of C’.
这是对导电驻极体(非极性碳和金属)的首次回顾,它为低功耗电子器件提供了一条新的途径。驻极体提供低直流电压(μV),同时允许低直流电流(μA)通过。欧姆定律被遵守。电压随电极间距离的变化而变化。多个驻极体组件串联连接时,如果组件之间的连接处没有弯曲,则提供的串联电压等于组件电压之和。否则,串联电压低于总和。由于极化连续性的降低,元件内部的弯曲也降低了电压。驻极体起源于一小部分载流子与原子的相互作用。这种相互作用产生驻极体中的电荷。用驻极体电荷除以驻极体电压V '得到基于驻极体的电容C ',它比基于介电常数的电容(传统的)高出许多数量级。C '控制驻极体能量(1/ 2c ' v ' 2)和驻极体放电时间常数(RC ',其中R =电阻),如金属所示。电极间距越大,放电时间越长。驻极体放电发生在短路时,并在随后的开合时充电。驻极体的放电或充电等于C '的放电或充电。
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引用次数: 0
A 0.6 V Bulk-Driven Class-AB Two-Stage OTA with Non-Tailed Differential Pair 一个0.6 V体积驱动的ab类两级OTA与无尾差分对
IF 2.1 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-03-28 DOI: 10.3390/jlpea13020024
A. Ballo, A. D. Grasso, S. Pennisi
This work presents a two-stage operational transconductance amplifier suitable for sub-1 V operation. This characteristic is achieved thanks to the adoption of a bulk-driven non-tailed differential pair. Local positive feedback is exploited to boost the equivalent transconductance of the first stage and the quasi-floating gate approach enables the class AB operation of the second stage. Implemented in a standard 180 nm CMOS technology and supplied at 0.6 V, the amplifier exhibits a 350 kHz gain bandwidth product and a phase margin of 69° while driving a 150 pF load. Compared to other solutions in the literature, the proposed one exhibits a considerable performance improvement, especially for large signal operation.
本文提出了一种适用于sub- 1v工作的两级运算跨导放大器。由于采用了大块驱动的无尾差分对,该特性得以实现。利用局部正反馈来提高第一级的等效跨导,准浮栅方法使第二级的AB类操作成为可能。该放大器采用标准的180nm CMOS技术,供电电压为0.6 V,在驱动150pf负载时,其增益带宽积为350khz,相位裕度为69°。与文献中的其他解决方案相比,所提出的方案表现出相当大的性能改进,特别是对于大信号操作。
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引用次数: 0
A Ka-Band SiGe BiCMOS Quasi-F−1 Power Amplifier Using a Parasitic Capacitance Cancellation Technique † 使用寄生电容消除技术的Ka波段SiGe-BiCMOS Quasi-F−1功率放大器†
IF 2.1 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-03-24 DOI: 10.3390/jlpea13020023
Vasileios Manouras, Ioannis Papananos
This paper deals with the design, analysis, and implementation of a Ka-band, single-stage, quasi-inverse class F power amplifier (PA). A detailed methodology for the evaluation of the active device’s output capacitance is described, enabling the designing of a second-harmonically tuned load and resulting in enhanced performance. A simplified model for the extraction of time-domain intrinsic voltage and current waveforms at the output of the main active core is introduced, enforcing the implementation process of the proposed quasi-inverse class F technique. The PA is fabricated in a 130 nm SiGe BiCMOS technology with fT/fmax=250/370 GHz and it is suitable for 5G applications. It achieves 33% peak power-added efficiency (PAE), 18.8 dBm saturation output power Psat, and 14.7 dB maximum large-signal power gain G at the operating frequency of 38 GHz. The PA’s response is also tested under a modulated-signal excitation and simulation results are denoted in this paper. The chip size is 0.605×0.712 mm2 including all pads.
本文讨论了一种ka波段单级准逆F类功率放大器的设计、分析和实现。描述了评估有源器件输出电容的详细方法,从而能够设计二次谐波调谐负载并提高性能。介绍了主有源铁芯输出端时域本征电压和电流波形提取的简化模型,加强了拟逆F类技术的实现过程。该PA采用130 nm SiGe BiCMOS技术制造,fT/fmax=250/370 GHz,适合5G应用。在38ghz工作频率下,峰值功率增加效率(PAE)为33%,饱和输出功率Psat为18.8 dBm,最大大信号功率增益G为14.7 dB。本文还对调制信号激励下的PA响应进行了测试,并给出了仿真结果。芯片尺寸为0.605×0.712 mm2,包括所有的衬垫。
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引用次数: 0
Extreme Path Delay Estimation of Critical Paths in Within-Die Process Fluctuations Using Multi-Parameter Distributions 基于多参数分布的模内过程波动临界路径的极端路径延迟估计
IF 2.1 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-03-20 DOI: 10.3390/jlpea13010022
Miikka Runolinna, M. Turnquist, Jukka Teittinen, Pauliina Ilmonen, L. Koskinen
Two multi-parameter distributions, namely the Pearson type IV and metalog distributions, are discussed and suggested as alternatives to the normal distribution for modelling path delay data that determines the maximum clock frequency (FMAX) of a microprocessor or other digital circuit. These distributions outperform the normal distribution in goodness-of-fit statistics for simulated path delay data derived from a fabricated microcontroller, with the six-term metalog distribution offering the best fit. Furthermore, 99.7% confidence intervals are calculated for some extreme quantiles on each dataset using the previous distributions. Considering the six-term metalog distribution estimates as the golden standard, the relative errors in single paths vary between 4 and 14% for the normal distribution. Finally, the within-die (WID) variation maximum critical path delay distribution for multiple critical paths is derived under the assumption of independence between the paths. Its density function is then used to compute different maximum delays for varying numbers of critical paths, assuming each path has one of the previous distributions with the metalog estimates as the golden standard. For 100 paths, the relative errors are at most 14% for the normal distribution. With 1000 and 10,000 paths, the corresponding errors extend up to 16 and 19%, respectively.
讨论并提出了两种多参数分布,即Pearson IV型分布和metalog分布,作为对确定微处理器或其他数字电路的最大时钟频率(FMAX)的路径延迟数据建模的正态分布的替代方案。对于从制造的微控制器导出的模拟路径延迟数据,这些分布在拟合优度统计方面优于正态分布,六项metalog分布提供了最佳拟合。此外,使用先前的分布为每个数据集上的一些极端分位数计算了99.7%的置信区间。考虑到六项metalog分布估计作为黄金标准,正态分布的单路径相对误差在4%到14%之间变化。最后,在路径独立的假设下,推导了多条关键路径的模内变化最大关键路径延迟分布。然后,它的密度函数用于计算不同数量的关键路径的不同最大延迟,假设每条路径都有一个以前的分布,以metalog估计为黄金标准。对于100条路径,正态分布的相对误差最多为14%。对于1000和10000条路径,相应的误差分别扩展到16%和19%。
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引用次数: 1
DycSe: A Low-Power, Dynamic Reconfiguration Column Streaming-Based Convolution Engine for Resource-Aware Edge AI Accelerators DycSe:一种用于资源感知边缘AI加速器的低功耗动态重构列流卷积引擎
IF 2.1 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-03-16 DOI: 10.3390/jlpea13010021
W. Lin, Yajun Zhu, T. Arslan
Edge AI accelerators are utilized to accelerate the computation in edge AI devices such as image recognition sensors on robotics, door lockers, drones, and remote sensing satellites. Instead of using a general-purpose processor (GPP) or graphic processing unit (GPU), an edge AI accelerator brings a customized design to meet the requirements of the edge environment. The requirements include real-time processing, low-power consumption, and resource-awareness, including resources on field programmable gate array (FPGA) or limited application-specific integrated circuit (ASIC) area. The system’s reliability (e.g., permanent fault tolerance) is essential if the devices target radiation fields such as space and nuclear power stations. This paper proposes a dynamic reconfigurable column streaming-based convolution engine (DycSe) with programmable adder modules for low-power and resource-aware edge AI accelerators to meet the requirements. The proposed DycSe design does not target the FPGA platform only. Instead, it is an intellectual property (IP) core design. The FPGA platform used in this paper is for prototyping the design evaluation. This paper uses the Vivado synthesis tool to evaluate the power consumption and resource usage of DycSe. Since the synthesis tool is limited to giving the final complete system result in the designing stage, we compare DycSe to a commercial edge AI accelerator for cross-reference with other state-of-the-art works. The commercial architecture shares the competitive performance within the low-power ultra-small (LPUS) edge AI scopes. The result shows that DycSe contains 3.56% less power consumption and slight resources (1%) overhead with reconfigurable flexibility.
边缘人工智能加速器用于加速边缘人工智能设备的计算,如机器人、储物柜、无人机和遥感卫星上的图像识别传感器。边缘AI加速器不使用通用处理器(GPP)或图形处理单元(GPU),而是带来了定制设计,以满足边缘环境的要求。这些要求包括实时处理、低功耗和资源感知,包括现场可编程门阵列(FPGA)或有限的专用集成电路(ASIC)区域上的资源。如果设备针对空间和核电站等辐射场,则系统的可靠性(如永久容错)至关重要。为了满足需求,本文提出了一种基于动态可重构列流的卷积引擎(DycSe),该引擎具有可编程加法器模块,用于低功耗和资源感知的边缘AI加速器。所提出的DycSe设计并非仅针对FPGA平台。相反,它是一个知识产权(IP)核心设计。本文所使用的FPGA平台是用于原型设计的评估。本文使用Vivado综合工具来评估DycSe的功耗和资源使用情况。由于合成工具仅限于在设计阶段给出最终完整的系统结果,我们将DycSe与商业边缘人工智能加速器进行了比较,以与其他最先进的作品进行交叉参考。商业架构在低功耗超小型(LPUS)边缘AI范围内共享竞争性能。结果表明,DycSe的功耗降低了3.56%,资源开销较小(1%),具有可重新配置的灵活性。
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引用次数: 3
Efficient Dual Output Regulating Rectifier and Adiabatic Charge Pump for Biomedical Applications Employing Wireless Power Transfer 高效双输出调节整流器和绝热电荷泵用于生物医学应用的无线电力传输
IF 2.1 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-03-04 DOI: 10.3390/jlpea13010020
Noora Almarri, P. Langlois, D. Jiang, A. Demosthenous
A power management unit (PMU) is an essential block for diversified multi-functional low-power Internet of Things (IoT) and biomedical electronics. This paper includes a theoretical analysis of a high current, single-stage ac-dc, reconfigurable, dual output, regulating rectifier consisting of pulse width modulation (PWM) and pulse frequency modulation (PFM). The regulating rectifier provides two independently regulated supply voltages of 1.8 V and 3.3 V from an input ac voltage. The PFM control feedback consists of feedback-driven regulation to adjust the driving frequency of the power transistors through adaptive buffers in the active rectifier. The PWM/PFM mode control provides a feedback loop to adjust the conduction duration accurately and minimize power losses. The design also includes an adiabatic charge pump (CP) to provide a higher voltage level. The adiabatic CP consists of latch-up and power-saving topologies to enhance its power efficiency. Simulation results show that the dual regulating rectifier has 94.3% voltage conversion efficiency with an ac input magnitude of 3.5 Vp. The power conversion efficiency of the regulated 3.3 V output voltage is 82.3%. The adiabatic CP has an overall voltage conversion efficiency (VCE) of 92.9% with a total on-chip capacitance of 60 pF. The circuit was designed using 180 nm CMOS technology.
电源管理单元(PMU)是多样化的多功能低功耗物联网(IoT)和生物医学电子的重要组成部分。本文对由脉宽调制(PWM)和脉冲频率调制(PFM)组成的大电流、单级交直流、可重构、双输出调节整流器进行了理论分析。调节整流器从输入交流电压提供1.8V和3.3V的两个独立调节的电源电压。PFM控制反馈包括反馈驱动调节,以通过有源整流器中的自适应缓冲器来调节功率晶体管的驱动频率。PWM/PFM模式控制提供反馈回路以精确地调整导通持续时间并最小化功率损耗。该设计还包括绝热电荷泵(CP)以提供更高的电压电平。绝热CP由闩锁和节能拓扑组成,以提高其功率效率。仿真结果表明,当交流输入幅值为3.5Vp时,双调节整流器的电压转换效率为94.3%。经调节的3.3V输出电压的功率转换效率为82.3%。绝热CP的总电压转换效率(VCE)为92.9%,片上总电容为60pF。电路采用180nm CMOS技术设计。
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引用次数: 0
Radio-Frequency Energy Harvesting Using Rapid 3D Plastronics Protoyping Approach: A Case Study 使用快速三维Plastronics原型方法的射频能量采集:一个案例研究
IF 2.1 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-02-17 DOI: 10.3390/jlpea13010019
X. Nguyen, Tony Gerges, P. Bevilacqua, J. Duchamp, P. Benech, J. Verdier, P. Lombard, Pangsui Usifu Linge, F. Mieyeville, Michel Cabrera, B. Allard
Harvesting of ambient radio-frequency energy is largely covered in the literature. The RF energy harvester is considered most of the time as a standalone board. There is an interest to add the RF harvesting function on an already-designed object. Polymer objects are considered here, manufactured through an additive process and the paper focuses on the rapid prototyping of the harvester using a plastronic approach. An array of four antennas is considered for circular polarization with high self-isolation. The RF circuit is obtained using an electroless copper metallization of the surface of a 3D substrate fabricated using stereolithography printing. The RF properties of the polymer resin are not optimal; thus, the interest of this work is to investigate the potential capabilities of such an implementation, particularly in terms of freedom of 3D design and ease of fabrication. The electromagnetic properties of the substrate are characterized over a band of 0.5–2.5 GHz applying the two-transmission-line method. A circular polarization antenna is experimented as a rapid prototyping vehicle and yields a gain of 1.26 dB. A lab-scale prototype of the rectifier and power management unit are experimented with discrete components. The cold start-up circuit accepts a minimum voltage of 180 mV. The main DC/DC converter operates under 1.4 V but is able to compensate losses for an input DC voltage as low as 100 mV (10 μW). The rectifier alone is capable of 3.5% efficiency at −30 dBm input RF power. The global system of circularly polarized antenna, rectifier, and voltage conversion features a global experimental efficiency of 14.7% at an input power of −13.5 dBm. The possible application of such results is discussed.
环境射频能量的采集在很大程度上涵盖在文献中。射频能量采集器在大多数情况下被认为是一个独立的板。有兴趣在已经设计好的物体上添加RF采集功能。本文考虑了通过添加工艺制造的聚合物物体,并重点介绍了使用塑性方法的收割机快速原型设计。考虑了具有高自隔离的圆极化的四个天线阵列。使用使用立体光刻印刷制造的3D基板的表面的无电镀铜金属化来获得RF电路。聚合物树脂的RF性能不是最佳的;因此,这项工作的兴趣是研究这种实现的潜在能力,特别是在3D设计的自由度和制造的容易性方面。采用双传输线方法在0.5–2.5 GHz的频带上表征了衬底的电磁特性。圆极化天线作为快速原型车进行了实验,产生了1.26dB的增益。整流器和电源管理单元的实验室规模的原型用分立元件进行了实验。冷启动电路接受180 mV的最低电压。主DC/DC转换器在1.4 V下工作,但能够补偿低至100 mV(10μW)的输入直流电压的损失。整流器单独在−30 dBm输入射频功率下的效率为3.5%。圆极化天线、整流器和电压转换的全局系统在−13.5 dBm的输入功率下具有14.7%的全局实验效率。讨论了这些结果的可能应用。
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引用次数: 1
Decoding Algorithms and HW Strategies to Mitigate Uncertainties in a PCM-Based Analog Encoder for Compressed Sensing 用于压缩传感的基于PCM的模拟编码器中减少不确定性的解码算法和硬件策略
IF 2.1 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-02-13 DOI: 10.3390/jlpea13010017
C. Paolino, Alessio Antolini, Francesco Zavalloni, Andrea Lico, E. Franchi Scarselli, Mauro Mangia, Alex Marchioni, Fabio Pareschi, G. Setti, R. Rovatti, Mattia Luigi Torres, M. Carissimi, M. Pasotti
Analog In-Memory computing (AIMC) is a novel paradigm looking for solutions to prevent the unnecessary transfer of data by distributing computation within memory elements. One such operation is matrix-vector multiplication (MVM), a workhorse of many fields ranging from linear regression to Deep Learning. The same concept can be readily applied to the encoding stage in Compressed Sensing (CS) systems, where an MVM operation maps input signals into compressed measurements. With a focus on an encoder built on top of a Phase-Change Memory (PCM) AIMC platform, the effects of device non-idealities, namely programming spread and drift over time, are observed in terms of the reconstruction quality obtained for synthetic signals, sparse in the Discrete Cosine Transform (DCT) domain. PCM devices are simulated using statistical models summarizing the properties experimentally observed in an AIMC prototype, designed in a 90 nm STMicroelectronics technology. Different families of decoders are tested, and tradeoffs in terms of encoding energy are analyzed. Furthermore, the benefits of a hardware drift compensation strategy are also observed, highlighting its necessity to prevent the need for a complete reprogramming of the entire analog array. The results show >30 dB average reconstruction quality for mid-range conductances and a suitably selected decoder right after programming. Additionally, the hardware drift compensation strategy enables robust performance even when different drift conditions are tested.
模拟内存计算(AIMC)是一种新的范式,旨在通过在内存元件内分布计算来防止不必要的数据传输。一种这样的操作是矩阵向量乘法(MVM),它是从线性回归到深度学习的许多领域的主力。相同的概念可以很容易地应用于压缩传感(CS)系统中的编码阶段,其中MVM操作将输入信号映射为压缩测量。重点关注建立在相变存储器(PCM)AIMC平台之上的编码器,根据在离散余弦变换(DCT)域中稀疏的合成信号获得的重建质量,观察到器件非理想性的影响,即编程扩展和随时间漂移。PCM器件使用统计模型进行模拟,总结了在采用90nm STMicroelectronics技术设计的AIMC原型中实验观察到的特性。测试了不同系列的解码器,并分析了编码能量方面的权衡。此外,还观察到硬件漂移补偿策略的好处,强调了其必要性,以防止需要对整个模拟阵列进行完全重新编程。结果显示,中端电导率的平均重建质量>30dB,并且在编程后立即选择合适的解码器。此外,即使在测试不同的漂移条件时,硬件漂移补偿策略也能实现稳健的性能。
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引用次数: 0
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Journal of Low Power Electronics and Applications
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