Robotics (Oct 2020)

Directional-Sensor Network Deployment Planning for Mobile-Target Search

  • Shiraz Wasim,
  • Zendai Kashino,
  • Goldie Nejat,
  • Beno Benhabib

DOI
https://doi.org/10.3390/robotics9040082
Journal volume & issue
Vol. 9, no. 4
p. 82

Abstract

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In this paper, a novel time-phased directional-sensor network deployment strategy is presented for the mobile-target search problem, e.g., wilderness search and rescue (WiSAR). The proposed strategy uses probabilistic target-motion models combined with a variation of a standard direct search algorithm to plan the optimal locations of directional-sensors which maximize the likelihood of target detection. A linear sensing model is employed as a simplification for directional-sensor network deployment planning, while considering physical constraints, such as on-time sensor deliverability. Extensive statistical simulations validated our method. One such illustrative experiment is included herein to demonstrate the method’s operation. A comparative study was also carried out, whose summary is included in this paper, to highlight the tangible improvement of our approach versus three traditional deployment strategies: a uniform, a random, and a ring-of-fire type deployment, respectively.

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