The fundamental nature of the map-matching problem is examined and theoretical justification for using various comparison metrics is investigated. Since the problem is one of statistical decision theory, the optimum solution is to compute the likelihood ratio for each comparison and choose the match point at a place where the likelihood ratio is maximum.
