Title :
A new time delay estimator based on ETDE
Author :
Cheng, Zheng ; Tjhung, Tjeng Thiang
Author_Institution :
Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore
fDate :
7/1/2003 12:00:00 AM
Abstract :
In this paper, we address the problem of online subsample time delay estimation of narrowband signals of known center frequency. We propose a new so-called mixed modulated Lagrange explicit time delay estimation (MMLETDE) algorithm and study its performance through computer simulations. The MMLETDE is a modulated Lagrange ETDE, but the delay estimate adaptation process is based on the truncated sinc fractional delay filter algorithm. We provide theoretical derivations for our proposed estimator, a proof of its convergence performance, learning characteristics of its error performance surface, and an expression for its delay variance. Using simulations, we show that MMLETDE requires only a small filter order and has no noticeable estimation bias over a wide frequency range.
Keywords :
antenna arrays; antenna theory; array signal processing; convergence; delay estimation; digital filters; signal sampling; MMLETDE algorithm; convergence performance; delay estimate adaptation process; delay variance; error performance surface; explicit time delay estimator; learning characteristics; mixed modulated Lagrange explicit time delay estimation; modulated Lagrange ETDE; narrowband signals; online subsample time delay estimation; truncated sine fractional delay filter algorithm; Convergence; Delay effects; Delay estimation; Filters; Frequency estimation; Interpolation; Iterative algorithms; Lagrangian functions; Narrowband; Sampling methods;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2003.812735