Dynamic Voronoi Diagram for Moving Disks

  • Song, Chanyoung
  • Cha, Jehyun
  • Lee, Mokwon
  • Kim, Deok-Soo
Citations

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초록

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.

키워드

Unmanned vehiclesmoving vehiclespath planningcollision avoidancetopology eventweighted Voronoi diagramCOLLISION-AVOIDANCESEARCH ALGORITHMCIRCLE SETPOINT SETPACKINGEVACUATIONMODEL
제목
Dynamic Voronoi Diagram for Moving Disks
저자
Song, ChanyoungCha, JehyunLee, MokwonKim, Deok-Soo
DOI
10.1109/TVCG.2019.2959321
발행일
2021-06
유형
Article
저널명
IEEE Transactions on Visualization and Computer Graphics
27
6
페이지
2923 ~ 2940