Title :
Chebyshev polynomial based transfer functions for orthogonal lattice filters
Author :
Chapman, R. ; Rahman, M.A.
Author_Institution :
Dept. of Electron. & Electr. Eng., Strathclyde Univ., Glasgow, UK
Abstract :
A modification to the standard Schur algorithm is introduced. This is achieved by transforming the power series polynomials from the z domain to the Chebyshev polynomial domain. This transformation is performed using the mathematical formulae. The Schur algorithm is reformulated in the Chebyshev domain, and it is shown that this modified version has a similar complexity to the original version. The major advantage is that the accumulative computational round-off errors inherent in any Schur algorithm can be substantially reduced in the Chebyshev domain implementation. The Schur algorithm is used in many signal processing applications, and the potential for enhanced numerical stability of the reformulated method may offer substantial advantages with no increased computational overhead. It is shown that in some applications, such as the design of infinite impulse response lattice filters, the Chebyshev-based algorithm can make the difference between the method being practical and impractical
Keywords :
digital filters; polynomials; transfer functions; transient response; Chebyshev algorithm; Chebyshev polynomial domain; Schur algorithm; computational round-off errors; infinite impulse response lattice filters; mathematical formulae; numerical stability; orthogonal lattice filters; power series polynomials; signal processing; transfer functions; z domain; Acoustic noise; Algorithm design and analysis; Chebyshev approximation; Digital filters; Finite impulse response filter; IIR filters; Lattices; Numerical stability; Polynomials; Reflection; Roundoff errors; Signal processing algorithms; Transfer functions;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1990. ICASSP-90., 1990 International Conference on
Conference_Location :
Albuquerque, NM
DOI :
10.1109/ICASSP.1990.115628