Estimating the coverage measure and the area explored by a line-sweep sensor on the plane

Maria Costa Vianna, Eric Goubault, Luc Jaulin, Sylvie Putot

Research output: Contribution to journalArticlepeer-review

Abstract

This paper presents a method for determining the area explored by a line-sweep sensor during an area-covering mission in a two-dimensional plane. Accurate knowledge of the explored area is crucial for various applications in robotics, such as mapping, surveillance, and coverage optimization. The proposed method leverages the concept of coverage measure of the environment and its relation to the topological degree in the plane, to estimate the extent of the explored region. In addition, we extend the approach to uncertain coverage measure values using interval analysis. This last contribution allows for a guaranteed characterization of the explored area, essential considering the often critical character of area-covering missions. Finally, this paper also proposes a novel algorithm for computing the topological degree in the 2-dimensional plane, for all the points inside an area of interest, which differs from existing solutions that compute the topological degree for single points. The applicability of the method is evaluated through a real-world experiment.

Original languageEnglish
Article number109162
JournalInternational Journal of Approximate Reasoning
Volume169
DOIs
Publication statusPublished - 1 Jun 2024

Keywords

  • Interval analysis
  • Plane exploration
  • Robotics
  • Topological degree

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