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Master's Dissertation
DOI
https://doi.org/10.11606/D.55.2007.tde-18062007-105023
Document
Author
Full name
Mauro Miazaki
Institute/School/College
Knowledge Area
Date of Defense
Published
São Carlos, 2007
Supervisor
Committee
Simões, Eduardo do Valle (President)
Borges, Henrique Elias
Wolf, Denis Fernando
Title in Portuguese
Sistema de controle multi-robô baseado em colônia de formigas artificiais
Keywords in Portuguese
Algoritmos de colônia de formigas
Computação bioinspirada
Controle multi-robô
Abstract in Portuguese
Visando contribuir com o estado-da-arte de sistemas bioinspirados em formigas na robóotica, neste trabalho é abordado o problema do controle de um grupo de robôs para a solução coletiva das tarefas de exploração do ambiente e localização de objetos. Para isso, são utilizados algoritmos inspirados em colônias de formigas. O objetivo deste trabalho, portanto, é o desenvolvimento de um sistema de controle de navegação baseado em colônia de formigas para um time de robôs, de maneira que os robôs resolvam esses problemas utilizando estratégias de controle individuais e simples. Esse sistema tem como base a utilização de marcadores ou feromônios artificiais, que podem ser depositados pelos robôs para marcar determinadas posiçôes do ambiente
Title in English
Multi-robot control system based on artificial ant colonies
Keywords in English
Ant colony algorithms
Bioinspired computing
Multi-robot control
Abstract in English
Aiming to advance the state-of-the-art of ant bioinspired systems in robotic applications, in this work we study the problem of controling a group of robots for solving colective tasks on environment exploration and object localization. To this end, we used algorithms inspired in ant colonies. Therefore, the objective of this work is to develop a navigation control system based on ant colony can solve the problems using simple control strategies. This system uses marks or artificial pheromones that can be released by the robots to mark specific positions in the environment
 
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Publishing Date
2007-06-18
 
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