Literature DB >> 25415939

Optimal swarm formation for odor plume finding.

Ali Marjovi, Lino Marques.   

Abstract

This paper presents an analytical approach to the problem of odor plume finding by a network of swarm robotic gas sensors, and finds an optimal configuration for them, given a set of assumptions. Considering cross-wind movement for the swarm, we found that the best spatial formation of robots in finding odor plumes is diagonal line configuration with equal distance between each pair of neighboring robots. We show that the distance between neighboring pairs in the line topology depends mainly on the wind speed and the environmental conditions, whereas, the number of robots and the swarm's crosswind movement distance do not show significant impact on optimal configurations. These solutions were analyzed and verified by simulations and experimentally validated in a reduced scale realistic environment using a set of mobile robots.

Year:  2014        PMID: 25415939     DOI: 10.1109/TCYB.2014.2306291

Source DB:  PubMed          Journal:  IEEE Trans Cybern        ISSN: 2168-2267            Impact factor:   11.448


  2 in total

1.  Effective Exploration Behavior for Chemical-Sensing Robots.

Authors:  Kevin Nickels; Hoa Nguyen; Duncan Frasch; Timothy Davison
Journal:  Biomimetics (Basel)       Date:  2019-10-12

2.  Towards Fast Plume Source Estimation with a Mobile Robot.

Authors:  Hugo Magalhães; Rui Baptista; João Macedo; Lino Marques
Journal:  Sensors (Basel)       Date:  2020-12-08       Impact factor: 3.576

  2 in total

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