Title :
Levinson algorithm over integers for strongly regular Hermitian toeplitz matrices
Author :
Segalov, Yaron ; Bistritz, Yuval
Author_Institution :
Dept. of Electr. Eng., Tel Aviv Univ., Tel Aviv
fDate :
March 31 2008-April 4 2008
Abstract :
This paper presents a new version for the classical Levinson algorithm for solution of a symmetric (Hermitian) Toeplitz set of equations. The new version has the property that for a Toeplitz matrix with (Gaussian) integer entries the algorithm is carried out entirely over integers. The new algorithm has a low binary complexity with a near-linear integer growth rate. The integer preserving property provides an immediate means to control the numerical accuracy of the solution and its associated triangular factorization. It is also more attractive for symbolic computation.
Keywords :
Toeplitz matrices; set theory; Levinson algorithm; associated triangular factorization; binary complexity; regular Hermitian Toeplitz matrices; symmetric Toeplitz set of equations; Algorithm design and analysis; Autocorrelation; Equations; Polynomials; Prediction algorithms; Scattering; Signal processing algorithms; Stability; Symmetric matrices; Testing; Integer algorithms; Levinson algorithm; Linear prediction; Toeplitz matrices;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4244-1483-3
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2008.4518426