Vladimir Haasz, David Slepicka, Petr Suchanek
EXPERIMENTAL VERIFICATION OF DIFFERENT MODELS OF THE ADC TRANSFER FUNCTION
The performance of current devices is mostly limited by the analogue front-end and analogue-to-digital converter’s (ADC) imperfections. ADC performance is not, as commonly known, ideal. An important parameter is the nonlinearity, which (if it is known) can be corrected in the output data. The performance of three different approximations of ADC nonlinearity (common polynomials, Chebyshev polynomials and Fourier series), the approximations accuracy, and their coefficients’ sensitivity to noise is analyzed in the paper. Also an application of the approximated ADC nonlinearity for its correction is mentioned. The accuracy evaluation showed comparable results for small orders of all examined approximations. For higher number of estimated coefficients (few hundreds) the method using common polynomials fails while results using Chebyshev polynomials and Fourier series are similar. The noise sensitivity evaluation showed that an increase of maximum error is similar for all approximations in the case of the low number of coefficients. A rise of the number of coefficients escalates noise sensitivity in all examined cases. The nonlinearity correction was tested using the proposed approximations as well. This possibility was verified and in the presented case the improvement in the output signal spectrum achieved about 30 dB.