Performance measure for adaptive Kalman estimators

Abstract

An on-line performance measure for adaptive Kalman estimators is derived which is shown to be an optimal mean-square estimate of actual system performance. The proposed measure utilizes quantities readily available from the adaptive estimator, and hence a minimum of additional computational effort is required for its evaluation.