title: Range separation performance and optimal pulse-width prediction of a three-dimensional flash laser detection and ranging using the Cramer-Rao bound.
abstract: This paper derives the Cramer-Rao bound (CRB) on range separation estimation of two point sources interrogated by a three-dimensional flash laser detection and ranging (LADAR) system. An unbiased range separation estimator is also derived to compare against the bound. Additionally, the CRB can be expressed as a function of two LADAR design parameters (range sampling and transmitted pulse width), which can be selected in order to optimize the expected range resolution between two point sources. Given several range sampling capabilities, the CRB and simulation show agreement that there is an optimal pulse width where a shorter pulse width would increase estimation variance due to undersampling of the pulse and a longer pulse width would degrade the resolving capability. Finally, the optimal pulse-width concept is extended to more complex targets and a normalized pulse definition.
authors.affiliation: Air Force Research Laboratory Munitions Directorate, 101 West Eglin Boulevard, Eglin Air Force Base, Florida 32542, USA. jason.mcmahon@us.af.mil
authors.forename: Jason
authors.initials: J
authors.lastname: McMahon
authors.forename: Richard K
authors.initials: RK
authors.lastname: Martin
authors.forename: Stephen C
authors.initials: SC
authors.lastname: Cain