TRAJECTORY PREDICTION OF SURROUNDING VEHICLES USING PREDEFINED ROUTES

A method includes identifying a surrounding vehicle about a subject vehicle, obtaining a state characteristic for the surrounding vehicle, and selecting at least one potential route for the surrounding vehicle. The potential route is selected from among a plurality of routes that are predefined. The method further includes recurrently performing a prediction analysis to acquire at least one future trajectory for the at least one potential route and a mathematical state analysis to calculate a future state characteristic for the surrounding vehicle based on the future trajectory. The prediction analysis is based on a neural network and the future trajectory is determined based on the state characteristic of the surrounding vehicle and a subsequent future travel trajectory is predicted based on the calculated future state characteristic.