DocumentCode
2495268
Title
The use of awareness in collision prediction
Author
Foisy, André ; Hayward, Vincent ; Aubry, Stéphane
Author_Institution
McGill Res. Center for Intelligent Machines, Montreal, Que., Canada
fYear
1990
fDate
13-18 May 1990
Firstpage
338
Abstract
Consideration is given to a world made up of a collection of objects which are all moving with respect to each other. The goal is to design a system capable of reporting predicting all possible object collisions, given that all relevant information is available in due time. Previous approaches are based on the notion of a distance function that reflects the closest distance between objects in the world at any given instant in time. Explicitly including time in the representation makes it possible to obtain an algorithm based on the shortest possible time before the next possible collision. The algorithm deals with all pairwise interactions between objects, sorts the pairs with respect to their predicted collision time, and maintains the most-likely-to-collide pairs at the top of a stack. A novel kind of hierarchy in the representation of the world is thus introduced. To find the shortest possible time before a collision, the trajectory of objects is constrained by imposing bounds on the object´s acceleration and velocity. All interacting pairs are classified into buckets that reflect the imminence of the collision. The computing cost is kept constant by reclassifying only one pair from each bucket at each time sample
Keywords
planning (artificial intelligence); awareness; collision prediction; most-likely-to-collide pairs; motion planning; pairwise interactions; Acceleration; Costs; Heuristic algorithms; Machine intelligence; Particle measurements; Path planning;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Automation, 1990. Proceedings., 1990 IEEE International Conference on
Conference_Location
Cincinnati, OH
Print_ISBN
0-8186-9061-5
Type
conf
DOI
10.1109/ROBOT.1990.125998
Filename
125998
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