Third-generation personal navigation assistants(PNAs)(i.e., those that provide a map, the user's current location, and directions)must be able to reconcile the user's location with the underlying map. This process is known as map matching. Most existing research has focused on map matching when both the user's location and the map are known with a high degree of accuracy. However, there are may situations in which this is unlikely to be the case.
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