scholarly journals Bacterial quorum sensing applied to the coordination of autonomous robot swarms

2020 ◽  
Vol 9 (1) ◽  
pp. 67-74
Author(s):  
Fredy H. Martinez S. ◽  
Fernando Martinez S. ◽  
Holman Montiel A.

This paper proposes a strategy for the coordination of a swarm of robots in an unknown environment. The basic idea is to achieve the autonomous movement of the group from an initial region to a target region avoiding obstacles. We use a behavior model similar to bacterial Quorum Sensing (QS) as a technique for the coordination of robots. This behavior has been described as a key element in the interaction between bacteria, and we use it as a basic tool for local interaction, both between the robot and between the robot and the environment. The movement of the swarm of robots, or multi-agent robotic system, is shown as an emerging behavior resulting from the interaction of agents (in the context of artificial intelligence) from basic rules of behavior. The proposed strategy was successfully evaluated by simulation on a set of robots.

Tecnura ◽  
2016 ◽  
Vol 20 (47) ◽  
pp. 29 ◽  
Author(s):  
Edwar Jacinto Gómez ◽  
Mauricio Giral ◽  
Fredy Hernán Martínez Sarmiento

<p>Se presenta un modelo para el estudio, análisis, diseño y evaluación de navegación colectiva multi-agente para robots autónomos basado en comportamientos observados en bacterias. El sistema consiste de un conjunto de agentes sencillos (bacterias artificiales), los cuales a través de lecturas e interacciones locales se auto-organizan para navegar a lo largo del ambiente. Dada la estructura paralela, también resulta ser una solución muy robusta. Se muestra la estructura básica propuesta para el diseño abstrayendo las características del modelo biológico, en conjunto con un análisis de estabilidad y convergencia.</p>


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