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Carla Frenet Frame Obstacle Avoidance and NMPC/PID Trajectory tracking

Frenet-trajectory generation is done using the PythonRobotics library, The vehicle simulated is a Tesla Model 3, The trajectories are dynamically generated for every 200 meters.

Highlights

  • Frenet Trajectory Generation in Carla(0.9.13)
  • PID controller for trajectory tracking
  • Dynamic and Static Obstacle Avoidance
  • Collision free trajectories in presence of traffic
  • Lane Change, Lane Merge and Intersection Management with Frenet Frames

Demo: Dynamic Replanning from last waypoint

1

Obstacle Avoidance

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Intersection Management

3

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