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High-level modeling of resistor string based digital-to-analog converters

机译:基于电阻器串的数模转换器的高级建模

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To obtain a high performance CMOS resistor string digital-to-analog converter (DAC), one of the key design issues is the mismatch in the resistor ratio. This mismatch causes nonlinearity errors such as integral nonlinearity (INL) and differential nonlinearity (DNL), degrading the performances of the converter. Usually these matching properties are taken into account during the design phase by using time consuming and computational intensive transistor-level Monte Carlo simulations for the process technology corner. Recent research aims at reducing the design time by exploiting high-level modeling of converters as a trade-off between simulation time and modelling accuracy. In this work an analytical model for resistor mismatch in DACs is presented and implemented in MATLABTM environment. The model utilizes geometrical size of resistors and statistical data of the technology process. Starting from random process variations on geometries it was possible to estimate DNL and INL with very short time simulations. The proposed model is valid both for single stage resistor string DACs or segmented ones. The model can be used to speed up the design of resistor-string based DACs, or as a starting point to develop more accurate models by taking into account high-order effects. The model was successfully used to design a 10bit resistor string DAC in a 0.18 μm BCD technology with DNL and INL lower than 1 LSB (in absolute value). Since the complexity of the DAC is dominated by the resistor string, its optimization since the early design steps, enabled by the proposed high-level model, allowed to minimize area versus state of the art.
机译:为了获得高性能的CMOS电阻器串数模转换器(DAC),关键的设计问题之一是电阻器比率不匹配。这种失配会引起非线性误差,例如积分非线性(INL)和微分非线性(DNL),从而降低转换器的性能。通常,在设计阶段会通过将耗时且计算量大的晶体管级蒙特卡洛仿真用于工艺技术领域来考虑这些匹配属性。最近的研究旨在通过利用转换器的高级建模来减少设计时间,以此作为仿真时间与建模精度之间的权衡。在这项工作中,提出了一种用于DAC中的电阻器失配的分析模型,并在MATLAB TM 环境中实现了该模型。该模型利用电阻的几何尺寸和工艺过程的统计数据。从几何形状的随机过程变化开始,可以通过非常短的时间仿真来估计DNL和INL。所提出的模型对于单级电阻串DAC或分段式DAC均有效。该模型可用于加快基于电阻器串的DAC的设计,或者作为考虑高阶效应来开发更精确模型的起点。该模型已成功用于设计采用0.18μmBCD技术的10位电阻器串DAC,且DNL和INL均低于1 LSB(绝对值)。由于DAC的复杂性主要由电阻器串决定,因此,由于早期设计步骤(由建议的高级模型实现)的优化,使得相对于现有技术的面积最小化。

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