Title :
Statistics of tricoherence
Author :
Chandran, Vinod ; Elgar, Steve ; Vanhoff, Barry
Author_Institution :
Signal Process. Res. Centre, Queensland Univ. of Technol., Brisbane, Qld., Australia
fDate :
12/1/1994 12:00:00 AM
Abstract :
Statistics of the estimates of tricoherence are obtained analytically for nonlinear harmonic random processes with known true tricoherence. Expressions are presented for the bias, variance, and probability distributions of estimates of tricoherence as functions of the true tricoherence and the number of realizations averaged in the estimates. The expressions are applicable to arbitrary higher order coherence and arbitrary degree of interaction between modes. Theoretical results are compared with those obtained from numerical simulations of nonlinear harmonic random processes. Estimation of true values of tricoherence given observed values is also discussed
Keywords :
Gaussian noise; coherence; harmonic analysis; higher order statistics; parameter estimation; random processes; signal processing; bias; estimates; nonlinear harmonic random processes; probability distributions; statistics; tricoherence; variance; Coherence; Fourier transforms; Frequency estimation; Gaussian processes; Harmonic analysis; Higher order statistics; Numerical simulation; Random processes; Statistical analysis; Statistical distributions;
Journal_Title :
Signal Processing, IEEE Transactions on