The Method of Creating of Procedures for Numerical Differentiation of Signals

Adam Zuchowski, Bogdan Grzywacz
Abstract:
The proposed method of creating of batch procedures for determining of signal derivatives bases on idea of so-called „ averaged differentiation”. It is shown, that application of moments of weight function allows to design the correction procedures , which can be used for recovery of instantaneous values of derivatives on the base of „averaged” on certain time interval derivatives of noisy signal x(t). The problem of accuracy of proposed correction procedures, also in case of presence of disturbances influencing the processed signal x(t), is deeply discussed. The obtained formulae can be used for optimisation of procedures ( minimisation of resultant influences caused by choice of width of interval of averaging and existence of disturbances). The optimisation of process of calculation of derivatives has been done for weight function in form of Nuttal’s window. Furthermore, the possibility of radical simplification of proposed numeric procedures has been examined .
Keywords:
procedures for signal differentiation, accuracy of signal differentiation, measuring windows
Download:
IMEKO-TC7-2002-024.pdf
DOI:
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Event details
IMEKO TC:
TC7
Event name:
TC7 Symposium 2002
Title:
Symposium on New Developments in the Field of Measurement Science
Place:
Cracow, POLAND
Time:
25 June 2002 - 27 June 2002