Intention-Aware Autonomous Driving Decision-Making in an Uncontrolled Intersection

Figure 2

Prediction process for HMM. The observed sequence will be evaluated by four HMMs. Forward algorithm is used to calculate the conditional probabilities and the intention corresponding to the largest value will be considered as the vehicle’s intention.