Prediction of Lane Change Intentions of Human Drivers using an LSTM, a CNN and a Transformer

Francesco De Cristofaro, Felix Hofbaur, Aixi Yang +1

Lane changes of preceding vehicles have a great impact on the motion planning of automated vehicles especially in complex traffic situations. Predicting them would benefit the publ…