Grey Estimator-Based Tracking Controller Applied to Swarm Robot Formation

Mobile robots are widely used in many applications, while various types of mobile robots and their control researches have been proposed in literature. Since swarm robots have higher flexibility and capacity for teamwork, this paper presents a grey estimator-based tracking controller for formation t...

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Bibliographic Details
Main Authors: Yu-Ting Chen, Chian-Song Chiu, Ya-Ting Lee
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Axioms
Subjects:
Online Access:https://www.mdpi.com/2075-1680/10/4/298
Description
Summary:Mobile robots are widely used in many applications, while various types of mobile robots and their control researches have been proposed in literature. Since swarm robots have higher flexibility and capacity for teamwork, this paper presents a grey estimator-based tracking controller for formation trajectory tracking of swarm robots. First, wheel-type mobile robots are used and modeled for the controller design. Then, a grey dynamic estimator is developed to estimate the environmental disturbance and model uncertainty for linear feedback compensation. As a result, the asymptotic trajectory tracking is assured, so that the application on the swarm robot formation is achieved for a multi-agent system. The computational complexity is slightly reduced by the design. Finally, in order to verify the reliability of swarm robot formation, several types of formation are maintained by the grey estimator-based feedback linearization controller.
ISSN:2075-1680