Title :
Higher degree FIR digital differentiators based on Taylor series
Author :
Khan, Ishtiaq Rasool ; Okuda, Masahiro ; Ohba, Ryoji
Author_Institution :
Dept. of Inf. & Media Sci., Kitakyushu Univ., Japan
Abstract :
Simplified designs having closed form expressions for impulse response coefficients of maximally linear FIR digital differentiators are already available. We extend these designs to higher degree differentiators and present closed form expressions for their coefficients. The designs are in fact solutions of systems of linear approximate equations based on the Taylor series, formally known as central difference approximations. We avoid this computationally expensive step and present closed form expressions for the solution, which can be implemented as digital differentiators of arbitrary order and degree, and have maximal accuracy at ω = 0. We also present as new class of central difference approximations, and find explicit formulas for their coefficients. Differentiators of odd degree based on these new approximations are more accurate in the upper frequency bands.
Keywords :
FIR filters; approximation theory; series (mathematics); FIR digital differentiators; Taylor series; central difference approximations; closed form expressions; impulse response coefficients; linear approximate equations; maximal accuracy; maximal linearity; upper frequency band; Design engineering; Equations; Finite impulse response filter; Frequency; Iterative algorithms; Linear approximation; Narrowband; Physics; Polynomials; Taylor series;
Conference_Titel :
Circuits and Systems, 2004. MWSCAS '04. The 2004 47th Midwest Symposium on
Print_ISBN :
0-7803-8346-X
DOI :
10.1109/MWSCAS.2004.1354090