New Design of Filter Using Covariance Information in Linear Continuous System

Abstract

This paper presents a sequential filtering algorithm for the white Gaussian plus colored observation noise. The filter uses the information of the crosscovariance function between the signal and the observed value, and that of the autocovariance function of the signal plus colored noise process.