Modeling and robust low level control of an omnidirectional mobile robot
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hdl:2117/103544
Document typeArticle
Defense date2017-04-01
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Abstract
This paper presents the modeling and robust low-level control design of a redundant mobile robot with four omnidirectional wheels, the iSense Robotic (iSRob) platform, that was designed to test safe control algorithms. iSRob is a multivariable nonlinear system subject to parameter uncertainties mainly due to friction forces. A multilinear model is proposed to approximate the behavior of the system, and the parameters of these models are estimated from closed-loop experimental data applying Gauss–Newton techniques. A robust control technique, quantitative feedback theory (QFT), is applied to design a proportional–integral (PI) controller for robust low-level control of the iSRob system, being this the main contribution of the paper. The designed controller is implemented, tested, and compared with a gain-scheduling PI-controller based on pole assignment. The experimental results show that robust stability and control effort margins against system uncertainties are satisfied and demonstrate better performance than the other controllers used for comparison.
CitationComasolivas, R., Quevedo, J., Escobet, T., Escobet, A., Romera, J. Modeling and robust low level control of an omnidirectional mobile robot. "Journal of Dynamic Systems, Measurement and Control, Transactions of the ASME", 1 Abril 2017, vol. 139, núm. 4.
ISSN1528-9028
Collections
- Departament d'Enginyeria Minera, Industrial i TIC - Articles de revista [413]
- SIC - Sistemes Intel·ligents de Control - Articles de revista [135]
- Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial - Articles de revista [1.536]
- SAC - Sistemes Avançats de Control - Articles de revista [558]
- SOCO - Soft Computing - Articles de revista [67]
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