Bayesian spectrum estimation of harmonic signals

1 November 1995

journal article
Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Signal Processing Letters

Vol. 2 (11) , 213-215
https://doi.org/10.1109/97.473649

Abstract

A Bayesian spectrum estimator of harmonic signals in Gaussian noise is derived. It is based on the expected value of the theoretical signal spectrum over the joint posterior density function of the signal and noise parameters. Simulation results are provided that show its performance and comparison with MUSIC.

Keywords

BAYESIAN METHODS
SPECTRAL ANALYSIS
FREQUENCY ESTIMATION
GAUSSIAN NOISE
DENSITY FUNCTIONAL THEORY
ZINC
BIOMEDICAL ENGINEERING
MULTIPLE SIGNAL CLASSIFICATION
BIOMEDICAL SIGNAL PROCESSING
GEOPHYSICAL SIGNAL PROCESSING

This publication has 1 reference indexed in Scilit:

Bayesian Spectrum and Chirp Analysis
Published by Springer Nature ,1987