Title :
An Algorithm for Computing the QR Decomposition of a Polynomial Matrix
Author :
Foster, Joanne ; McWhirter, John ; Chambers, Jonathon
Author_Institution :
Cardiff Univ., Cardiff
Abstract :
This paper introduces an algorithm for computing a QR decomposition of a polynomial matrix. The algorithm proceeds to perform the decomposition by following the same strategy in eliminating entries of the matrix as is used in the Givens method for a QR decomposition of a scalar matrix. However scalar Givens rotation matrices can no longer be applied. Instead, a polynomial Givens rotation is introduced, enabling the QR decomposition of a polynomial matrix. Convergence of the algorithm is discussed and through simulations the capability of the algorithm is assessed.
Keywords :
convergence of numerical methods; polynomial matrices; Givens rotation polynomial; QR decomposition; algorithm convergence; polynomial matrix; scalar matrix; Communication channels; Computational modeling; Covariance matrix; Delay effects; Equations; Finite impulse response filter; Matrix decomposition; Polynomials; Sensor arrays; Signal processing algorithms; Polynomial matrix; paraunitary matrix; polynomial matrix QR decomposition;
Conference_Titel :
Digital Signal Processing, 2007 15th International Conference on
Conference_Location :
Cardiff
Print_ISBN :
1-4244-0882-2
Electronic_ISBN :
1-4244-0882-2
DOI :
10.1109/ICDSP.2007.4288521