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Directional-Sensor Network Deployment Planning for Mobile-Target Search

Authors :
Goldie Nejat
Beno Benhabib
Zendai Kashino
Shiraz Wasim
Source :
Robotics, Volume 9, Issue 4, Robotics, Vol 9, Iss 82, p 82 (2020)
Publication Year :
2020
Publisher :
Multidisciplinary Digital Publishing Institute, 2020.

Abstract

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&rsquo<br />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.

Details

Language :
English
ISSN :
22186581
Database :
OpenAIRE
Journal :
Robotics
Accession number :
edsair.doi.dedup.....583b62eba1939eeb7e86796fde9e8b96
Full Text :
https://doi.org/10.3390/robotics9040082