Title :
Time Delay Estimator for Frequency Hopping System using Rank-Revealing Triangular Factorization
Author :
Hiren, G. ; Tayem, N. ; Pendse, Ravi ; Sawan, M.E.
Author_Institution :
EECS, Wichita State Univ., Wichita, KS
Abstract :
In this paper, the multipath time delay estimation (TDE) problem for a slow frequency hopping (SFH) system using rank revealing QR factorization method (RRQR) is considered. It gives precious information about numerical rank and null space. By applying the RRQR in association with the well-known MUSIC algorithm we achieved a highly efficient estimator. The proposed methods would generate estimates of the unknown delay parameters. Such estimates are based on the observation and/or covariance matrices. Moreover, the RRQR does not require the eigenvalue decomposition (EVD) of the cross-spectral matrix (CSM) or singular value decomposition (SVD) of the data matrix of received signals. Computer simulations are also included to demonstrate the effectiveness of the proposed method.
Keywords :
delay estimation; frequency hop communication; MUSIC algorithm; covariance matrices; cross-spectral matrix; data matrix; eigenvalue decomposition; frequency hopping system; multipath time delay estimator; rank-revealing triangular factorization method; singular value decomposition; Covariance matrix; Delay effects; Delay estimation; Eigenvalues and eigenfunctions; Frequency estimation; Matrix decomposition; Multiple signal classification; Null space; Parameter estimation; Singular value decomposition;
Conference_Titel :
Vehicular Technology Conference, 2009. VTC Spring 2009. IEEE 69th
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-2517-4
Electronic_ISBN :
1550-2252
DOI :
10.1109/VETECS.2009.5073886