Algorithm Reliability of Kalman Filter Coefficients Determination for Low-Intensity Electroretinosignal

Abstract

The estimation method of the algorithm reliability for determination of the Kalman filter coefficients for lowintensity electroretinosignal (ERS) processing is constructed. The estimation method of the algorithm reliability is obtained by modifying the Neumann-Pearson criterion. This allowed using of receiver operating characteristic analysis (ROC-analysis) and determination of the area under ROC-curve characteristics (AUC-characteristics) of the proposed algorithm.