Fundamental limits in multisensor data fusion

A theoretical bound on the performance of multisensor data fusion is described. This theory can predict the best possible performance achievable with a given configuration of multiple sensors. These results are analogous to the Cramer-Rao bound in nonlinear estimation theory. The purpose of this theory is to understand limits of multisensor data fusion