The Brown and Hagen methods present the most formal approach to data association using similarity measures but each of the above methods either implicitly or explicitly uses measure of similarity or dissimilarity. The theoretical basis for “similarity-based” approaches derives from results in criminology. According to the rational choice theory [11], criminals make decisions that maximize their expected return.