Title :
Analytic closed-form matrix for designing higher order digital differentiators using eigen-approach
Author :
Pei, Soo-Chang ; Shy, Jong-Jy
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
fDate :
3/1/1996 12:00:00 AM
Abstract :
The eigenfilter method has been proposed for designing higher order differentiators very effectively. The design method is based on the computation of an eigenvector of an appropriate real, symmetric, and positive-definite matrix. The elements of this matrix are usually evaluated by very time-consuming numerical integration. We present simple analytic closed-form formulas to compute these matrix-elements very efficiently. Hence, the eigenfilter approach for differentiators becomes much easier and more accurate than before and design time is reduced greatly for designing long filters
Keywords :
differentiating circuits; digital filters; eigenvalues and eigenfunctions; filtering theory; matrix algebra; analytic closed form formulas; analytic closed-form matrix; design method; digital filters; eigenapproach; eigenfilter method; eigenvector; higher order digital differentiators design; long filters design; matrix elements; positive-definite matrix; real matrix; symmetric matrix; Biology computing; Biomedical signal processing; Design methodology; Digital signal processing; Finite impulse response filter; Frequency; Geology; Signal analysis; Signal processing algorithms; Symmetric matrices;
Journal_Title :
Signal Processing, IEEE Transactions on