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Uncertain Voronoi diagram

Published: 01 June 2009 Publication History

Abstract

In this paper, we introduce the fuzzy Voronoi diagram as an extension of the Voronoi diagram. We assume Voronoi sites to be fuzzy points and then define the Voronoi diagram for this kind of sites, then we provide an algorithm for computing this diagram based on Fortune's algorithm which costs O(nlogn) time. Also we introduce the fuzzy Voronoi diagram for a set of fuzzy circles, rather than fuzzy points, of the same radius. We prove that the boundary of this diagram is formed by the intersection of some hyperbolae, and finally we provide an O(n^3logn)-time algorithm to compute the boundary.

References

[1]
Fortune, S., A sweepline algorithm for Voronoi diagrams. Algorithmica. v2. 153-174.
[2]
The Wolfram Research, Mathematica, version 6.0.2, 2008
[3]
Kim, D.S., Kim, D. and Sugihara, K., Voronoi diagram of a circle set from Voronoi diagram of a point set. Comput. Aided Geom. Des. v18. 563-585.
[4]
Kavka, C. and Schoenauer, M., Evolution of Voronoi-based fuzzy controllers. In: Yao, E.A. (Ed.), Lecture Notes in Computer Science, pp. 541-550.

Cited By

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  • (2023)The Convex Uncertain Voronoi Diagram for Safe Multi-Robot Multi-Target Tracking Under Localization UncertaintyJournal of Intelligent and Robotic Systems10.1007/s10846-023-01986-0109:4Online publication date: 22-Nov-2023
  • (2020)Collision-Free Distributed Multi-Target Tracking Using Teams of Mobile Robots with Localization Uncertainty2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)10.1109/IROS45743.2020.9341126(6968-6974)Online publication date: 24-Oct-2020
  • (2017)Nearest-Neighbor Searching Under Uncertainty IDiscrete & Computational Geometry10.1007/s00454-017-9903-x58:3(705-745)Online publication date: 1-Oct-2017
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Information & Contributors

Information

Published In

cover image Information Processing Letters
Information Processing Letters  Volume 109, Issue 13
June, 2009
117 pages

Publisher

Elsevier North-Holland, Inc.

United States

Publication History

Published: 01 June 2009

Author Tags

  1. Computational geometry
  2. Fuzzy Voronoi diagram
  3. Fuzzy geometry
  4. Fuzzy set
  5. Voronoi diagram

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Cited By

View all
  • (2023)The Convex Uncertain Voronoi Diagram for Safe Multi-Robot Multi-Target Tracking Under Localization UncertaintyJournal of Intelligent and Robotic Systems10.1007/s10846-023-01986-0109:4Online publication date: 22-Nov-2023
  • (2020)Collision-Free Distributed Multi-Target Tracking Using Teams of Mobile Robots with Localization Uncertainty2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)10.1109/IROS45743.2020.9341126(6968-6974)Online publication date: 24-Oct-2020
  • (2017)Nearest-Neighbor Searching Under Uncertainty IDiscrete & Computational Geometry10.1007/s00454-017-9903-x58:3(705-745)Online publication date: 1-Oct-2017
  • (2016)Analytical fuzzy plane geometry IIIFuzzy Sets and Systems10.1016/j.fss.2014.10.018283:C(83-107)Online publication date: 15-Jan-2016
  • (2016)Representation of Imprecise Digital ObjectsProceedings of the 19th IAPR International Conference on Discrete Geometry for Computer Imagery - Volume 964710.1007/978-3-319-32360-2_31(401-414)Online publication date: 18-Apr-2016
  • (2015)Network Voronoi Diagram on uncertain objects for nearest neighbor queriesInformation Sciences: an International Journal10.1016/j.ins.2014.12.050301:C(241-261)Online publication date: 20-Apr-2015
  • (2015)Theory of Continuous Optimal Set Partitioning Problems as a Universal Mathematical Formalism for Constructing Voronoi Diagrams and Their Generalizations. I. Theoretical FoundationsCybernetics and Systems Analysis10.1007/s10559-015-9725-x51:3(325-335)Online publication date: 1-May-2015
  • (2014)Fuzzy Voronoi diagram for disjoint fuzzy numbers of dimension twoJournal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology10.5555/2596417.259643526:3(1253-1262)Online publication date: 1-May-2014
  • (2013)UV-diagramThe VLDB Journal — The International Journal on Very Large Data Bases10.1007/s00778-012-0290-x22:3(319-344)Online publication date: 1-Jun-2013
  • (2012)Nearest-neighbor searching under uncertaintyProceedings of the 31st ACM SIGMOD-SIGACT-SIGAI symposium on Principles of Database Systems10.1145/2213556.2213588(225-236)Online publication date: 21-May-2012

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