Title :
Design of FIR digital filters with prescribed flatness and peak error constraints using second-order cone programming
Author :
Tsui, K.M. ; Chan, S.C. ; Yeung, K.S.
Author_Institution :
Dept. of Electr. & Electron. Eng., Univ. of Hong Kong, China
Abstract :
This paper studies the design of digital finite impulse response (FIR) filters with prescribed flatness and peak design error constraints using second-order cone programming (SOCP). SOCP is a powerful convex optimization method, where linear and convex quadratic inequality constraints can readily be incorporated. It is utilized in this study for the optimal minimax and least squares design of linear-phase and low-delay (LD) FIR filters with prescribed magnitude flatness and peak design error. The proposed approach offers more flexibility than traditional maximally-flat approach for the tradeoff between the approximation error and the degree of design freedom. Using these results, new LD specialized filters such as digital differentiators, Hilbert Transformers, Mth band filters and variable digital filters with prescribed magnitude flatness constraints can also be derived.
Keywords :
FIR filters; convex programming; least squares approximations; linear phase filters; minimax techniques; FIR digital filter design; convex optimization; convex quadratic inequality constraints; digital finite impulse response filters; least squares design; linear quadratic inequality constraints; linear-phase FIR filters; low-delay FIR filters; optimal minimax; peak error constraints; prescribed flatness; second-order cone programming; Delay; Design methodology; Digital filters; Finite impulse response filter; IIR filters; Least squares methods; Linear programming; Minimax techniques; Optimization methods; Transformers; Constrained finite impulse response (FIR) filter design; digital differentiators; low-delay (LD); magnitude and group delay flatness; peak error constraints; second-order cone programming (SOCP);
Journal_Title :
Circuits and Systems II: Express Briefs, IEEE Transactions on
DOI :
10.1109/TCSII.2005.850515