Title :
Design of Arbitrary Complex Coefficient WLS FIR Filters With Group Delay Constraints
Author :
Lin, Zhiping ; Liu, Yongzhi
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
Abstract :
This correspondence presents a new method for the weighted least-squares (WLS) design of complex coefficient finite-impulse response (FIR) digital filters with arbitrary frequency responses by imposing an explicit group delay constraint. The nonlinearity of the group delay with respect to the filter coefficients is circumvented by linearization so that the group delay constraint can be successfully incorporated into the second-order cone programming (SOCP) framework. The effectiveness of the proposed method is illustrated by two nontrivial examples and compared favorably with some existing methods.
Keywords :
FIR filters; delays; least squares approximations; mathematical programming; arbitrary complex coefficient WLS FIR filters; arbitrary frequency responses; coefficient finite-impulse response filters; digital filters; group delay constraints; second-order cone programming framework; weighted least-squares design; FIR filter; group delay; second-order cone programming; weighted least-squares;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2009.2020372