System bounds for multisensor fusion with intermittent observations

Abstract

A closed form solution for an upper bound to the multi sensor Riccati equation with intermittent observations is derived. This solution is then used as a means to analyse system performance when the message loss process is a function of the number of sensors and to determine a simple analytic closed form method to determine when a message loss process causes a measure of the covariance to decrease as more sensors are added.