DocumentCode :
697480
Title :
A family of FIR differentiators based on a polynomial least squares estimation
Author :
Colomer, Joan ; Melendez, Joaquim
Author_Institution :
eXiT Group, Univ. de Girona, Girona, Spain
fYear :
2001
fDate :
4-7 Sept. 2001
Firstpage :
2802
Lastpage :
2807
Abstract :
To obtain the derivative of signals is necessary in several applications, from instrumentation to control or supervision. In some of them, only the first derivative is needed, but in other cases the second derivative could be also necessary. In this paper, a family of band-limited differentiators based on a polynomial least squares estimation of signals is presented. It is focused on obtaining a Finite-Duration Impulse Response (FIR) representation of such differentiators. The general formulas to calculate the FIR filter coefficients for the first and second derivatives are presented. Frequencial and temporal responses are compared with the ideal derivative responses. The benefits of using this approach in presence of noise and abrupt changes are shown in application examples.
Keywords :
FIR filters; least squares approximations; polynomials; FIR differentiators; FIR filter; FIR representation; finite-duration impulse response representation; frequencial responses; polynomial least squares estimation; signal derivative; temporal responses; Estimation; Finite impulse response filters; Least squares approximations; Noise; Polynomials; Differentiators; Finite Impulse Response filters; Least-Squares estimation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Conference (ECC), 2001 European
Conference_Location :
Porto
Print_ISBN :
978-3-9524173-6-2
Type :
conf
Filename :
7076355
Link To Document :
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