Propagation of uncertainty in a discrete Fourier transform algorithm

G Betta, C Liguori, A Pietrosanto - Measurement, 2000 - Elsevier
Measurement, 2000Elsevier
The problem of evaluating the uncertainty that characterises discrete Fourier transform
output data is dealt with, using a method based on a 'white box'theoretical approach. The
main sources of uncertainty (quantization, time jitter, microprocessor finite wordlength) are
analysed obtaining equations useful to evaluate the uncertainty in both module and phase
output values, for any hardware configuration and for any algorithm operating condition. The
theoretical results, verified by both simulation and experimental tests, can be particularly …
The problem of evaluating the uncertainty that characterises discrete Fourier transform output data is dealt with, using a method based on a ‘white box’ theoretical approach. The main sources of uncertainty (quantization, time jitter, microprocessor finite wordlength) are analysed obtaining equations useful to evaluate the uncertainty in both module and phase output values, for any hardware configuration and for any algorithm operating condition. The theoretical results, verified by both simulation and experimental tests, can be particularly useful for any designer and user of DFT-based instruments, since they allow the measurement configuration to be optimised with respect to the final uncertainty.
Elsevier
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