Research Article

Driver Lane-Changing Behavior Prediction Based on Deep Learning

Table 1

Vehicle kinematics data processing method.

FeatureProcess method

SpeedMaximum, minimum, average, and variance
AccelerationMaximum, minimum, and average
Steering angleMaximum, minimum, average, and variance
Steering angular velocityMaximum, minimum, average, and variance