Title :
Multi-path time delay estimation based on third order cross-moment
Author_Institution :
Dept. of Autom., Tsinghua Univ., Beijing, China
Abstract :
The cross-correlation is an effective tool for estimation of time delay between two signals. Unfortunately, in the practical world, there are always problems in multi-path time delay estimation (MTDE). The cross-correlation fails to deal with the MTDE case. In this paper, a novel technique for MTDE is proposed. The new method is based on the slice selection on the third order cross-moment (TOCM). It is well known that TOCM carries more information and is insensitive to additive Gaussian noise than does the second order statistics (SOS). This property leads to a robust and unique solution of MTDE by using our TOCM based approach.
Keywords :
AWGN; correlation methods; delay estimation; signal processing; MTDE; additive Gaussian noise; cross-correlation; multi-path time delay estimation; slice selection; third order cross-moment; Additive noise; Automation; Convolution; Delay effects; Delay estimation; Equations; Information processing; Reflectivity; Signal resolution; Working environment noise;
Conference_Titel :
Signal Processing, 2002 6th International Conference on
Print_ISBN :
0-7803-7488-6
DOI :
10.1109/ICOSP.2002.1181038