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Using CppAD and bicycle vehicle kinematic model for trajectory optimization and obstacle avoidance, in ROS Noetic

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cppad_bicycle_traj_opt

Using CppAD and bicycle vehicle kinematic model for trajectory optimization and obstacle avoidance


GIF: Case 1: Reach Target Pose, without obstacles

gif 1

GIF: Case 2: Reach Target Pose, with obstacles

gif 2

GIF: Case 3: Reach Target Pose, with obstacles

gif 3

Cost function for obstacle distance

x is the distance between a state pose and an obstacle; y is the cost.

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Using CppAD and bicycle vehicle kinematic model for trajectory optimization and obstacle avoidance, in ROS Noetic

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