DocumentCode :
1564437
Title :
Fast least squares solution of Vandermonde systems of equations
Author :
Demeure, Cédric J. ; Scharf, Louis L.
Author_Institution :
Dept. of Electr. & Comput. Eng., Colorado Univ., Boulder, CO, USA
fYear :
1989
Firstpage :
2198
Abstract :
The authors introduce a fast algorithm for computing the QR factors of a complex column Vandermonde matrix V. The complexity of the algorithm is 5 mn+7 n2/2+O(m), where m is the number of rows in V and n is the number of columns (they assume that m>n). The matrices Q and R can be computed independently if desired. Such an algorithm allows an important saving when solving such systems in the least-squares sense, as for example when estimating the magnitude and phase of damped exponentials in the least-squares version of the Prony method
Keywords :
least squares approximations; matrix algebra; signal processing; Prony method; QR factors; Vandermonde equations; complex column Vandermonde matrix; damped exponentials; fast least squares algorithm; magnitude; phase; signal processing; Additive white noise; Data models; Direction of arrival estimation; Equations; Least squares methods; Linear systems; Polynomials; Radar; Signal to noise ratio; Transfer functions;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1989. ICASSP-89., 1989 International Conference on
Conference_Location :
Glasgow
ISSN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.1989.266900
Filename :
266900
Link To Document :
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