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Published byHoratio McCarthy Modified over 9 years ago
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Real Time Motion Planning
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Introduction What is Real time Motion Planning? What is the need for real time motion Planning? Example scenarios in real life
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Real Time Motion Planning Problem of a moving vehicle Computational Complexity Solutions?
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PRM Concept of PRM Is it always feasible?
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RRT Concept of RRT Dependencies?
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Central Idea Motion Planning Framework System Dynamics Obstacle Free Guidance Systems Environment Characterization Problem Foundation
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Algorithm Start from Initial conditions. Compute trajectories and build a tree structure At each step add a new branch (edge) and a new milestone (node) to the tree Add feasible trajectories to the tree Repeat till one of the nodes is close to the goal
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Data Structure Data stored at Nodes State,Time Lower and upper bound cost Data Stored at edges What could they stand for? What could be stored?
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Steps in Involved Initialization Tree Expansion Safety Check Updating Costs Tree Pruning
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Pictoral Representation
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Thank You Questions?
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