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首页> 外文期刊>ECS Journal of Solid State Science and Technology >Optimization of 7 nm Strained Germanium FinFET Design Parameters Using Taguchi Method and Pareto Analysis of Variance
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Optimization of 7 nm Strained Germanium FinFET Design Parameters Using Taguchi Method and Pareto Analysis of Variance

机译:优化7个NM应变锗FinFET设计参数使用Taguchi方法和帕累托方差分析

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摘要

FinFET technology has emerged as an excellent alternative to planar MOSFET for sub-nanometer scaled technology processes in order to achieve high performance and low power. The geometrical parameters of FinFET are particularly sensitive to the devices' figure-of-merits. In this work, the effects of critical geometrical factors of the 7 nm strained germanium FinFET were systematically investigated by studying the resulting I-V characteristics, DIBL, and subthreshold swing. Variation of structure parameters are implemented and optimized using the Taguchi method signal-to-noise ratio with orthogonal arrays of L-27 (3(13)) as well as Pareto analysis of variance to obtain the best combinations of parameters for each response performance. The results reveals that the nominal threshold voltage achieved for n-FinFET and p-FinFET are 0.146V and -0.152V respectively. It was observed that design variations were shown to affect n-FinFET more compared to p-FinFET. Drive current can be increased up to approximately 22% for an optimized Ion performance, while leakage can be reduced up to 10(3) in I-off optimization. Moreover, it is also observed from the Pareto analysis that the performance of FinFET is mainly affected by the dominant factors of fin length, top fin width, and the interaction of both for n-and p-FinFET by more than 50% for each response. (C) 2018 The Electrochemical Society.
机译:FinFET技术已成为平面MOSFET的优异替代方案,用于亚纳米缩放技术过程,以实现高性能和低功耗。 FINFET的几何参数对器件的典型价值特别敏感。在这项工作中,通过研究所得到的I-V特性,DIBL和亚阈值摆动来系统地研究了7个NM应变锗FINFET的临界几何因子的影响。使用与L-27的正交阵列(3(13))的Taguchi方法信噪比来实现和优化结构参数的变化,以及帕累托分析方差分析,以获得每个响应性能的最佳参数组合。结果表明,对于N-FINFET和P-FINFET实现的标称阈值分别为0.146V和-0.152V。观察到,与P-FinFET相比,显示设计变化以更加相比影响n-FinFET。对于优化的离子性能,驱动电流可以增加至约22%,而I-OFF优化可以减少10(3)的泄漏。此外,还从Pareto分析中观察到FinFET的性能主要受到翅片长度,顶部翅片宽度的主要因素,并且对于每个反应的50%以上的N-and P-FinFET的相互作用的影响。 (c)2018年电化学协会。

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