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Low-Resolution DAC-Driven Linearity Testing of Higher Resolution ADCs Using Polynomial Fitting Measurements

机译:使用多项式拟合测量对高分辨率ADC进行低分辨率DAC驱动的线性测试

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摘要

A low-cost linearity test methodology for high-resolution analog-to-digital converters (ADCs) is presented in this paper. Linearity testing of ADCs requires high-precision digital-to-analog conversion (DAC) capability, commonly 3-bit higher resolution than the ADC under test. Further, a large number of ADC output data samples must be collected making conventional histogram testing impractical for high-resolution ADCs with 18–24 bit precision. In the proposed test methodology, two low-precision and low-cost DACs are used to generate a high-resolution ADC test stimulus. Significant reductions in test cost and test time are achieved by using low-cost instrumentation and by making fewer measurements than required for conventional histogram test. A least-squares-based polynomial fitting approach is used to determine the transfer function of the ADC under test. The generated transfer function is used to compute the non-linearity of the ADC accurately. No assumption is made regarding the linearity of the lower precision signal generators (DACs) used in the testing procedure. Software simulations and hardware experiments are performed to validate the proposed test methodology.
机译:本文提出了一种用于高分辨率模数转换器(ADC)的低成本线性测试方法。 ADC的线性测试需要高精度的数模转换(DAC)功能,通常比被测ADC的分辨率高3位。此外,必须收集大量ADC输出数据样本,这使得常规直方图测试对于18-24位精度的高分辨率ADC不可行。在建议的测试方法中,两个低精度和低成本DAC用于生成高分辨率ADC测试激励。与传统的直方图测试相比,使用低成本仪器并进行更少的测量,可以显着减少测试成本和测试时间。基于最小二乘法的多项式拟合方法用于确定被测ADC的传递函数。生成的传递函数用于精确计算ADC的非线性。没有对测试过程中使用的较低精度信号发生器(DAC)的线性做出任何假设。进行软件仿真和硬件实验以验证所提出的测试方法。

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