Collision Detection and Control in Automated Vehicle Simulations | HackerNoon
Briefly

The kinematic bicycle model is a staple in vehicle dynamics modeling, allowing for effective simulations and controller designs by translating vehicle states into a manageable format.
When vehicles navigate roundabouts, transforming the vehicle dynamics into polar coordinates simplifies both the analysis and subsequent control design, optimizing movement.
For practical applications in simulators, the bicycle model's discretization must be accurately performed to ensure precision in vehicle dynamics, particularly during complex maneuvers.
Collision avoidance remains paramount in vehicle control strategies, underscoring the necessity for comprehensive modeling and rigorous simulation to mitigate potential accidents.
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