Title :
Estimating the parameters of signals modeled by the sum of three-dimensional complex exponential using matrix pencil method
Author :
Elkamchouchi, Hassan M. ; Univ, A. ; Omar, M.M.M.
Abstract :
This paper deals with the problem of estimating the parameters of signals modeled by the sum of three-dimensional (3-D) complex exponential. We propose a matrix pencil (MP) method which is a very efficient computational method to compute the multidimensional complex exponentials of the signals. This technique is applied directly to the 3-D data without forming a covariance matrix. Limited numerical examples are presented to illustrate the performance and accuracy of the proposed technique.
Keywords :
exponential distribution; matrix algebra; multidimensional signal processing; parameter estimation; 3D complex exponential; computational method; matrix pencil method; multidimensional complex exponentials; parameter estimation; signal model; Antenna arrays; Antenna feeds; Covariance matrix; Direction of arrival estimation; Directive antennas; Frequency estimation; Multidimensional signal processing; Noise level; Parameter estimation; Voltage;
Conference_Titel :
Radio Science Conference, 2008. NRSC 2008. National
Conference_Location :
Tanta Univ.
Print_ISBN :
978-977-5031-95-2
DOI :
10.1109/NRSC.2008.4542343