Title :
Constrained least square design of FIR filters with arbitrary magnitude and phase responses
Author_Institution :
INTHFT, Vienna Univ. of Technol.
Abstract :
This paper presents an efficient multiple exchange algorithm for the frequency domain design of digital FIR filters with arbitrary magnitude and phase responses. The designed filters minimize the L2 norm of the weighted complex frequency domain error function subject to constraints on the resulting magnitude and phase errors. This general design criterion allows for an arbitrary trade-off between complex L2 approximation and Chebyshev approximation of given magnitude and phase responses. The optimization problem is solved by iteratively solving small quadratic programs. These linearly constrained subproblems can be solved using robust standard software
Keywords :
Chebyshev approximation; FIR filters; digital filters; filtering theory; frequency response; frequency-domain synthesis; iterative methods; least squares approximations; optimisation; Chebyshev approximation; L2 norm minimisation; arbitrary magnitude response; arbitrary phase response; complex L2 approximation; constrained least square design; design criterion; digital FIR filters; frequency domain design; linearly constrained subproblems; magnitude errors; multiple exchange algorithm; optimization problem; phase errors; weighted complex frequency domain error function; Algorithm design and analysis; Chebyshev approximation; Delay; Electronic mail; Finite impulse response filter; Frequency domain analysis; Frequency response; Least squares approximation; Least squares methods; Lungs;
Conference_Titel :
Circuits and Systems, 1997. ISCAS '97., Proceedings of 1997 IEEE International Symposium on
Print_ISBN :
0-7803-3583-X
DOI :
10.1109/ISCAS.1997.612773