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Dynamic Voronoi Diagram for Moving Disks

Title
Dynamic Voronoi Diagram for Moving Disks
Author
김덕수
Keywords
Unmanned vehicles; moving vehicles; path planning; collision avoidance; topology event; weighted Voronoi diagram
Issue Date
2021-06
Publisher
IEEE COMPUTER SOC
Citation
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, v. 27, NO. 6, Page. 2923-2940
Abstract
Voronoi diagrams are powerful for understanding spatial properties. However, few reports have been made for moving generators despite their important applications. We present a topology-oriented event-increment (TOI-E) algorithm for constructing a Voronoi diagram of moving circular disks in the plane over the time horizon [0, t(infinity)) . The proposed TOI-E algorithm computes the event history of the Voronoi diagram over the entire time horizon in O (k(F)log n + k(C)nlog n) time with O(nlog n) preprocessing time and O(n + k(F) + k(C)) memory for n disk generators, k(F) edge flips, and k(C) disk collisions during the time horizon. Given an event history, the Voronoi diagram of an arbitrary moment t* < t(infinity )can be constructed in O(k* + n) time where k* represents the number of events in [0, t*) . An example of the collision avoidance problem among moving disks is given by predicting future conjunctions among the disks using the proposed algorithm. Dynamic Voronoi diagrams will be very useful as a platform for the planning and management of the traffics of unmanned vehicles such as cars on street, vessels on surface, drones and airplanes in air, and satellites in geospace.
URI
https://ieeexplore.ieee.org/document/8933488https://repository.hanyang.ac.kr/handle/20.500.11754/177348
ISSN
1077-2626;1941-0506
DOI
10.1109/TVCG.2019.2959321
Appears in Collections:
COLLEGE OF ENGINEERING[S](공과대학) > MECHANICAL ENGINEERING(기계공학부) > Articles
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