Research Article

The Driver Time Memory Car-Following Model Simulating in Apollo Platform with GRU and Real Road Traffic Data

Table 6

Table of module output interface standards provided by simulation.

ModuleTopicDescriptionField

Localization/apollo/localization/poseOutput data such as the position and orientation of the following carPosition, orientation, linear_velocity, linear_acceleration, angular_velocity in pose
Perception/apollo/perception/obstaclesOutput data such as positions, orientations, velocities, shapes, etc. of respective obstaclesThe simulation will provide id, position, theta, velocity, length, width, height, type, polygon_point in PerceptionObstacle
/apollo/perception/traffic_lightOutput traffic light signalsThe simulation will provide color, id and tracking_time in Traffic Light,
CAN bus/apollo/canbus/chassisOutput data such as the velocity and drive mode of the following carThe simulation will provide speed_mps
Router/apollo/routing_responseOutput the navigation resultThe simulation will provide routing response, including the planned navigation route from the current position to the destination