Title :
Direct estimation of time delay using third-order cumulants
Author :
Gu, Goson ; Lytle, Deon W.
Author_Institution :
Dept. of Electr. Eng., Washington Univ., Seattle, WA, USA
Abstract :
A new method is proposed when the signal is non-Gaussian with nonzero skewness and noises are Gaussian with unknown correlation function. The proposed method finds the time shift which minimizes an error function in the TOC domain where the correlated Gaussian noises are eliminated. Compared with Nikias and Pan´s Parametric Bispectrum Method (1988), the proposed method not only has less computational complexity but also exhibits better performance when signal is low-pass and noises are white. Performance comparison between PBM and the proposed method is made through theoretical discussion and computer simulations
Keywords :
computational complexity; delays; parameter estimation; signal processing; statistical analysis; white noise; computational complexity; computer simulations; correlated Gaussian noises; error function; higher order statistics; performance; third-order cumulants; time delay estimation; time shift; Additive noise; Correlators; Delay effects; Delay estimation; Equations; Gaussian noise; Geophysics computing; Parameter estimation; Sonar; White noise;
Conference_Titel :
Statistical Signal and Array Processing, 1992. Conference Proceedings., IEEE Sixth SP Workshop on
Conference_Location :
Victoria, BC
Print_ISBN :
0-7803-0508-6
DOI :
10.1109/SSAP.1992.246891