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Velocity-Obstacle using Sampling

VO-1

Obstacle Avoidance using Collision Cone

  • A single holonomic robot is supposed to reach its goal by avoiding collision with moving obstacles. We use velocity obstacle formulation to perform goal reaching obstacle avoidance in a dynamic environment.
  • We try to calculate an optimal velocity such that the agent reaches the goal while avoiding the obstacles using collision cone constraints.
  • We perform a sampling based method to generate different velocities within a range and then find the optimal velocity with minimum cost.

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