DocumentCode :
3583407
Title :
FFT-based fast polynomial rooting
Author :
Hoteit, Leila
Author_Institution :
Sect. of Commun. & Signal Process., Imperial Coll. of Sci., Technol. & Med., London, UK
Volume :
6
fYear :
2000
fDate :
6/22/1905 12:00:00 AM
Firstpage :
3315
Abstract :
A fast, accurate and robust approach is proposed for the computation of the roots of complex polynomials. The method is derived from the DFT-based differential cepstrum estimation for moving average signals. This minimum/maximum-phase polynomial factorisation is easily extended to a factorisation along an arbitrary circle. In an iterative fashion, we estimate the largest root modulus from the differential cepstrum, then factor out the associated root(s) from the polynomial. For band-limited signals with roots located along the unit circle, the polynomial origin is slightly perturbed prior to the application of the algorithm. On average, three fast Fourier transforms are required per polynomial root, offering a significant computational advantage in the root estimation of moderate to high order polynomials
Keywords :
bandlimited signals; cepstral analysis; estimation theory; fast Fourier transforms; iterative methods; polynomials; DFT-based differential cepstrum estimation; FFT-based fast polynomial rooting; band-limited signals; complex polynomials; fast Fourier transforms; high order polynomials; iterative method; largest root modulus; minimum/maximum-phase polynomial factorisation; moderate order polynomials; moving average signals; root estimation; Cepstrum; Detection algorithms; Educational institutions; Eigenvalues and eigenfunctions; Fast Fourier transforms; Iterative algorithms; Polynomials; Robustness; Signal processing; Signal processing algorithms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference on
ISSN :
1520-6149
Print_ISBN :
0-7803-6293-4
Type :
conf
DOI :
10.1109/ICASSP.2000.860109
Filename :
860109
Link To Document :
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