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An Optimal Parameter Extraction Procedure for SiC Power MOSFET Model SiC功率MOSFET模型的参数提取方法
Q4 Engineering Pub Date : 2023-09-27 DOI: 10.29292/jics.v18i2.756
Hicham Er-rafii, Abdelghafour Galadi
A simple and efficient parameter extraction method for Silicon Carbide (SiC) power MOSFET model is described. This method uses nonlinear optimization algorithm to find the optimal set of parameters to model. The optimizer algorithm starts with initial guess parameters, extracted from measurement, to provide a set of parameters minimizing errors between model and measurements data in entire operating regions of the device. The starting initial guess parameter values give to the algorithm a closed solution to obtain the optimal set of model parameters with reduced iteratives. The Levenberg-Marquardt (LM) algorithm will be used in this work. The efficiency of the proposed extraction method is proved with the good agreements obtained between the model and the measurements.
介绍了一种简单有效的碳化硅功率MOSFET模型参数提取方法。该方法采用非线性优化算法寻找最优参数集进行建模。优化器算法从从测量中提取的初始猜测参数开始,提供一组参数,以最大限度地减少设备整个操作区域中模型和测量数据之间的误差。初始猜测参数值为算法提供了一个封闭解,以减少迭代次数获得最优模型参数集。本文将使用Levenberg-Marquardt (LM)算法。模型与实测数据吻合良好,证明了所提提取方法的有效性。
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引用次数: 0
On the Use of Low-power Devices, Approximate Adders and Near-threshold Operation for Energy-efficient Multipliers 低功耗器件、近似加法器和近阈值运算在节能乘法器中的应用
Q4 Engineering Pub Date : 2023-09-27 DOI: 10.29292/jics.v18i2.754
Vinicius Zanandrea, Douglas Borges, Vagner Rosa, Cristina Meinhardt
With the rising importance of power consumption in battery-powered devices, approximate computing techniques have emerged as a promising approach to strike a balance between exact computation and power savings, leading to improved delays. This paper investigates the combination of near-threshold operation and approximate adders to design power-efficient multipliers. We analyzed four multiplier architectures using 16 nm low-power and high-performance models. At the transistor level, three strategies for approximate full adders are explored, focusing on both partial product reduction and the final addition stage of the multipliers. Eleven test cases are thoroughly evaluated to identify the most suitable approximate circuit, considering the trade-offs among power, performance, and accuracy. The obtained results demonstrate a substantial reduction in power consumption at near-threshold operation. The replacement of exact full adders with the approximate copy strategy in the least significant bits of the multipliers leads to a reduction of up to 34.4% in power consumption and 19.2% in delay. The design-space exploration carried out in this study provides valuable insights for designers to choose the best approximate multiplier based on specific design requirements.
随着电池供电设备中功耗的重要性日益提高,近似计算技术已经成为一种有前途的方法,可以在精确计算和节能之间取得平衡,从而改善延迟。本文研究了结合近阈值运算和近似加法器来设计高能效乘法器。我们使用16纳米低功耗和高性能模型分析了四种乘法器架构。在晶体管层面,探讨了三种近似全加法器的策略,重点关注乘法器的部分积缩减和最终加法阶段。11个测试案例进行了全面评估,以确定最合适的近似电路,考虑功率,性能和精度之间的权衡。所获得的结果表明,在近阈值操作时,功耗大大降低。在乘法器的最低有效位上用近似复制策略替换精确的全加法器,导致功耗降低34.4%,延迟降低19.2%。本研究进行的设计空间探索为设计师根据具体设计需求选择最佳近似乘法器提供了有价值的见解。
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引用次数: 0
An Innovative Architecture of DRAM PUF 一种创新的DRAM PUF架构
Q4 Engineering Pub Date : 2023-09-27 DOI: 10.29292/jics.v18i2.675
Abhishek Kumar, None Manoj Sindhwani, Shippu Sachdeva
Cryptographic solutions based on traditional authentication methods are susceptible to several attacks on secret keys. Dynamic random access memory (DRAM)-based physical unclonable functions (PUF) are described as promising security building blocks to enable cryptography and authentication services. PUFs frequently suffer reliability concerns since they are sensitive to both internal and exterior noises. The need for enhanced resistance and dependability results in significant additional overheads. In this work, we proposed a DRAM-PUF based on the inclusion of selective hardware features in the computation. The proposed solution offers a higher number of challenge-response pairs (CRP) without additional circuitry. An innovative structure of PUF is presented in the paper which offers a reliable challenge-response pair module for authentication and authorization based on the ubiquitous nature of memory without the need for an additional circuit. DRAM PUF utilized the random startup value initialized by a capacitor followed by a random number generator. Our proposed PUF shows a reliability of 99.46% with temperature variation, a reliability of 99.5% with supply voltage variation, a uniqueness of 49.46%, a bit aliasing of 46.875%, and a uniformity of 47.65%.
基于传统身份验证方法的加密解决方案容易受到几种针对密钥的攻击。基于动态随机存取存储器(DRAM)的物理不可克隆功能(PUF)被描述为支持加密和身份验证服务的有前途的安全构建块。由于puf对内部和外部噪声都很敏感,因此经常受到可靠性问题的困扰。对增强抵抗力和可靠性的需求导致了大量的额外开销。在这项工作中,我们提出了一种基于在计算中包含选择性硬件特征的DRAM-PUF。提出的解决方案提供了更高数量的挑战响应对(CRP),而无需额外的电路。本文提出了一种新颖的PUF结构,该结构基于存储器的普遍性,在不需要额外电路的情况下,为认证和授权提供了可靠的质询-响应对模块。DRAM PUF利用由电容器初始化的随机启动值,随后是随机数生成器。该PUF在温度变化时的可靠性为99.46%,在电源电压变化时的可靠性为99.5%,唯一性为49.46%,位混迭率为46.875%,均匀性为47.65%。
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引用次数: 0
Study of Solar Cells Using FISH MOSFETs as a Constructive Element to Generate Photocurrent in the Longitudinal Direction 利用FISH mosfet作为构造元件产生纵向光电流的太阳能电池研究
Q4 Engineering Pub Date : 2023-09-27 DOI: 10.29292/jics.v18i2.616
Fernando Pizzo Ribeiro, Egon Galembeck, Rodrigo A. de Lima Moreto, Salvador Pinillos Gimenez
According to a study by the International Energy Agency (IEA), solar energy could reach 30% in 2023 in countries with the most excellent installed generation capacity, such as China, Germany, Japan, and the United States of America. In other countries, like Brazil (mainly in Paraiba state), for instance, the volume of investments in the solar energy sector is equal to 4.17 billion Reais of private investments in 2022 to implement a photovoltaic module factory to reach an installed capacity of 1.6GW. In this context, several efforts have been made to boost the electrical performance of solar cells in terms of using new materials, fabrication processes, and constructive essential elements to produce electric energy with more efficiency. Thus, this paper performs, by three-dimensional numerical simulations, a comparative study between solar cells implemented with constructive elements based on Metal-Oxide-Semiconductor Field Effect Transistors (MOSFETs), N channel, depletion type, with two types of gate geometries, in which one is layouted with the typical rectangular (Rectangular MOSFET, RM) and other is implemented with the FISH layout style (FISH MOSFET, FM). The main results have shown that the solar cell implemented with the FISH MOSFET has an efficiency of approximately 57% higher than that presented in the solar cell implemented with the Conventional MOSFET. Therefore, the solar cells implemented with FISH MOSFETs can be considered an alternative constructive essential element to improve the electrical performance of solar cells.
根据国际能源署(IEA)的一项研究,到2023年,在中国、德国、日本和美国等装机容量最优秀的国家,太阳能的比例可能达到30%。在其他国家,例如巴西(主要在帕拉伊巴州),到2022年,太阳能行业的投资额相当于41.7亿雷亚尔的私人投资,以实现光伏组件工厂的装机容量达到1.6吉瓦。在这种情况下,已经做出了一些努力,以提高太阳能电池的电性能,包括使用新材料、制造工艺和建设性的基本元素,以更有效地产生电能。因此,本文通过三维数值模拟,比较研究了基于金属氧化物半导体场效应晶体管(MOSFET)的构造元件实现的太阳能电池,N沟道,耗尽型,具有两种栅极几何形状,其中一种是典型的矩形布局(矩形MOSFET, RM),另一种是采用FISH布局风格(FISH MOSFET, FM)。主要结果表明,采用FISH MOSFET实现的太阳能电池的效率比采用传统MOSFET实现的太阳能电池高约57%。因此,用FISH mosfet实现的太阳能电池可以被认为是提高太阳能电池电性能的一种替代的建设性基本元素。
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引用次数: 0
A Novel Method of Digital-to-Analog Converter Combination for Precise Digital Control in Closed Loop Systems 一种用于闭环系统精确数字控制的数模转换器组合新方法
Q4 Engineering Pub Date : 2023-09-27 DOI: 10.29292/jics.v18i2.735
Pratik Jain, Priyanka Priya
For precise digital control applications, high-resolution feedback is essential to achieve the required performance. Precise control systems with analog input-output and digital processing are generally limited by the resolution of digital to analog converter (DAC). DACs available for space use are limited in terms of resolution and performance. This paper presents a novel approach of combining two DACs to achieve higher resolution in closed-loop control systems. DACs can be combined with an overlapping range such that nonlinearity of higher significant DAC does not cause oscillations and instability when lower significant DAC rolls over. Flowchart of the algorithm for combining two DACs is presented, along with a detailed analysis. Simulation results are also shown elaborating the behaviour of DACs in non-overlapping and overlapping combination methods. The non-overlapping combination may result in oscillations, while the overlapping combination can settle the loop after a small settling time. An implementation example of a digital lock-in amplifier for the Rubidium atomic clock, showing the realization of a coarse-fine DAC combination to achieve 20-bits resolution with two 12-bits DACs, is also presented. This approach will result in achieving better performance in small-bandwidth digital control systems.
对于精确的数字控制应用,高分辨率反馈对于实现所需的性能至关重要。具有模拟输入输出和数字处理的精密控制系统通常受到数模转换器(DAC)分辨率的限制。可用于空间使用的dac在分辨率和性能方面受到限制。本文提出了一种在闭环控制系统中结合两个dac以获得更高分辨率的新方法。DAC可以与重叠范围相结合,这样当低显著DAC翻滚时,高显著DAC的非线性不会引起振荡和不稳定。给出了两个dac组合的算法流程图,并进行了详细的分析。仿真结果还详细说明了非重叠和重叠组合方式下dac的行为。不重叠的组合可能导致振荡,而重叠的组合可以在很小的稳定时间后使环路稳定。本文还介绍了一个铷原子钟数字锁相放大器的实现实例,展示了用两个12位DAC实现粗-精DAC组合以达到20位分辨率。这种方法将在小带宽数字控制系统中获得更好的性能。
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引用次数: 0
A Design Space Exploration of Power-efficient Gaussian Filter Architectures using Logical Optimization and Approximated Adders 利用逻辑优化和近似加法器的高能效高斯滤波器架构的设计空间探索
Q4 Engineering Pub Date : 2023-09-27 DOI: 10.29292/jics.v18i2.702
Marcio Monteiro, Ismael Seidel, José Luis Güntzel, Mateus Grellert, Leonardo Soares, Cristina Meinhardt
Gaussian filtering is an important step in many image-processing applications because it reduces image noise.However, this step is also compute-intensive, so power-optimized hardware architectures are necessary to allow its adoption in embedded devices. This work presents a design space exploration of power-efficient Gaussian filter architectures.Differently from related work, this work shows the impacts of the design decisions on two target applications: the Canny Algorithm and an Automatic License Plate Recognition system.To explore the design space, the 3x3, 5x5, and 7x7kernels were logically refactored using Multiplierless Constant Multiplication and Common Sub-expression Exploration. The adders were approximated using the copy strategy to further reduce power consumption. Systematic experiments show the effects of the adopted strategies on power savings and quality of results compared to exact baselines using the two applications.The approximate strategy reached up to 51 dB of Peak Signal-to-Noise Ratio with power reductions of up to 48% in the best-case scenario of the standalone Gaussian filters. Also, the total power of the Gaussian filter in the Canny Algorithm can be reduced down to 34% while maintaining the precision of results between 57% and 90%. Finally, the proposed strategies reduce up to 64% of the Gaussian filter power consumption when adopted in the plate detection solution with a similar detection rate compared to the exact filter architecture.
高斯滤波在许多图像处理应用中是一个重要的步骤,因为它可以降低图像噪声。然而,这一步也是计算密集型的,因此为了在嵌入式设备中采用它,需要优化功耗的硬件架构。这项工作提出了节能高斯滤波器架构的设计空间探索。与相关工作不同的是,本工作展示了设计决策对两个目标应用的影响:Canny算法和自动车牌识别系统。为了探索设计空间,使用无乘数常数乘法和公共子表达式探索对3x3、5x5和7x7内核进行了逻辑重构。加法器使用复制策略进行近似,以进一步降低功耗。系统实验表明,与使用这两种应用程序的精确基线相比,所采用的策略对节省功耗和结果质量的影响。在独立高斯滤波器的最佳情况下,近似策略的峰值信噪比高达51 dB,功耗降低高达48%。此外,Canny算法中高斯滤波器的总功率可以降低到34%,同时保持结果的精度在57%到90%之间。最后,与精确的滤波器结构相比,在具有相似检测率的平板检测解决方案中采用所提出的策略时,可将高斯滤波器功耗降低高达64%。
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引用次数: 0
A Machine Learning Based Reliability Analysis of Negative Bias Temperature Instability (NBTI) Compliant Design for Ultra Large Scale Digital Integrated Circuit 基于机器学习的超大规模数字集成电路负偏置温度不稳定性(NBTI)兼容设计可靠性分析
Q4 Engineering Pub Date : 2023-09-27 DOI: 10.29292/jics.v18i2.686
Karan Singh, Shruti Kalra
NBTI is a key reliability challenge in nanoscale digital design, and it is vital to address it throughout the exploration of design space at high levels of abstraction in order to improve reliability. A prediction model of aging that is adequate for these levels ought to be faster. In addition to this, the model should be able to forecast the recently discovered stochastic consequences of growing older. The purpose of this study is to offer a model that is based on machine learning (ML) and can predict aging effects. After obtaining a training set of sufficient size using Synopsis HSPICE (MOSFET Reliability, MOSRA) in the beginning, the machine-learning-based model is then trained and built in order to forecast the aging statistical features. Evaluation is done on a number of machine learning techniques, including Adaptive Neuro-Fuzzy Inference System (ANFIS), K-Nearest Neighbor (KNN), Support Vector Machine (SVM) and Random Forest (RF). The findings indicate that ANFIS algorithms are very effective in the process of age prediction. The proposed technique shows that the aging prediction runtime is reduced by more than 99% when compared to the MOSRA-based approach, and accurate predictions of the statistical properties of aging are obtained with an accuracy of more than 99% on complementary metal oxide semiconductor (CMOS) and metal gate/high-K (MGK) circuits at the 22nm technology node.
NBTI是纳米数字设计中一个关键的可靠性挑战,为了提高可靠性,在高抽象层次的设计空间探索中解决它是至关重要的。一个适合这些水平的衰老预测模型应该更快。除此之外,该模型应该能够预测最近发现的随年龄增长的随机结果。本研究的目的是提供一个基于机器学习(ML)的模型,可以预测衰老的影响。在开始使用synopsyshspice (MOSFET Reliability, MOSRA)获得足够规模的训练集后,然后训练和构建基于机器学习的模型,以预测老化统计特征。对许多机器学习技术进行了评估,包括自适应神经模糊推理系统(ANFIS), k -最近邻(KNN),支持向量机(SVM)和随机森林(RF)。结果表明,ANFIS算法在年龄预测过程中是非常有效的。与基于mosra的方法相比,该方法的老化预测运行时间缩短了99%以上,并且在22nm技术节点上对互补金属氧化物半导体(CMOS)和金属栅/高k (MGK)电路的老化统计特性进行了准确预测,精度超过99%。
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引用次数: 0
Lateral PIN Photodiode with Germanium and Silicon Layer on SOI Wafers SOI晶圆上的锗硅层横向PIN光电二极管
Q4 Engineering Pub Date : 2023-09-27 DOI: 10.29292/jics.v18i2.746
Fabio Silva, Rodrigo Trevisoli Dória, Eddy Simoen, Maria G. C. Andrade
It has been verified through numerical simulations calibrated to experimental data the changes that the insertion of a germanium layer can bring to the electrical power generation of a silicon solar cell. The insertion of a germanium layer on top or below a silicon PIN diode designed in SOI technology has been considered. Results showed that different semiconductor characteristics (bandgap, mobility, and absorption coefficients) result in a general improvement in the solar cell performance, being able to reach a power 136% greater than the device without the heterogeneous layer. In the evaluated device the average power was improved from 9.43 nW to 14.92 nW with the Ge layer insertion. Besides that, the analysis has allowed for a better understanding of the phenomena that occur in the photogeneration of a cell with a heterojunction between germanium and silicon.
通过与实验数据校准的数值模拟,验证了锗层的插入对硅太阳能电池发电的影响。考虑了在SOI技术中设计的硅PIN二极管的顶部或下方插入锗层。结果表明,不同的半导体特性(带隙,迁移率和吸收系数)导致太阳能电池性能的总体改善,能够达到比没有异质层的设备高136%的功率。在所评价的器件中,随着Ge层的插入,平均功率从9.43 nW提高到14.92 nW。除此之外,该分析还允许更好地理解在锗和硅之间具有异质结的电池的光产生中发生的现象。
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引用次数: 0
ISFET Fabrication and Characterization for Hydrogen Peroxide sensing 用于过氧化氢传感的ISFET的制备与表征
Q4 Engineering Pub Date : 2023-05-22 DOI: 10.29292/jics.v18i1.646
P. H. Duarte, Ricardo Cardoso Rangel, D. A. Ramos, Leonardo Shimizu Yojo, Carlos Augusto Bergfeld Mori, K. Sasaki, Paula Ghedini Der Agopian, J. Martino
This work presents the Ion-Sensitive Field Effect Transistor (ISFET) fabrication and electrical characterization for hydrogen peroxide sensing. Two configurations were set up to evaluate the devices sensitivity to the concentration of the solution. First, measurements with one electrode in the sample solution (contained over the gate area) were performed, but the results may not be directly related to the characteristics of the solution, due to the prevalence of secondary effects. The second method, using two electrodes in the sample solution, shows a higher sensitivity at increasing hydrogen peroxide concentrations, in smallest intervals when compared to measurements with one electrode.
这项工作介绍了离子敏感场效应晶体管(ISFET)的制造和过氧化氢传感的电学特性。设置了两种配置来评估设备对溶液浓度的敏感性。首先,在样品溶液(包含在栅极区域上方)中使用一个电极进行测量,但由于二次效应的普遍性,结果可能与溶液的特性没有直接关系。第二种方法在样品溶液中使用两个电极,与使用一个电极的测量相比,在最小的间隔内,在过氧化氢浓度增加时显示出更高的灵敏度。
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引用次数: 1
Fractional-Order MOS Capacitor: Experimental Results and Monte Carlo Analysis 分数阶MOS电容器:实验结果与蒙特卡罗分析
Q4 Engineering Pub Date : 2023-05-22 DOI: 10.29292/jics.v18i1.660
Lucas Almir dos Santos Fernandes, Marco Isaías Alayo Chávez, J. Martino
In this work, an experimental implementation of a Fractional-order MOS capacitor using a fractal tree structure in discrete circuits was carried out in order to validate the theoretical results obtained of the simulations. In addition, a Monte Carlo analysis was performed to determine the sensitivity of the electrical circuit to the variation of some parameters.In these analyzes were observed that for a tolerance of 20% in the device values and for 2σ above and below the median values(for both, width, and initial frequency value of fractal zone) it is noticed a deviation of 18% and -14%, respectively, which is areasonable deviation for a group that contains more than 90% of the samples.
在这项工作中,为了验证模拟的理论结果,在离散电路中使用分形树结构对分数阶MOS电容器进行了实验实现。此外,还进行了蒙特卡罗分析,以确定电路对某些参数变化的敏感性。在这些分析中观察到,对于器件值的公差为20%,以及高于和低于中值的2σ(对于分形区的宽度和初始频率值),可以注意到偏差分别为18%和-14%,这对于包含90%以上样品的组来说是可接受的偏差。
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引用次数: 0
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Journal of Integrated Circuits and Systems
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