TY - JOUR
T1 - A linear algebra controller based on reduced order models applied to trajectory tracking for mobile robots
T2 - An experimental validation
AU - Guevara, Leonardo
AU - Camacho, Oscar
AU - Rosales, Andrés
AU - Guevara, Javier
AU - Scaglia, Gustavo
N1 - Publisher Copyright:
© 2019 Inderscience Enterprises Ltd.
PY - 2019
Y1 - 2019
N2 - A linear algebra controller (LACr) based on an empirical linear model of the system is presented in this paper. The controller design is based on a first order plus dead time (FOPDT) model and can be tuned using the characteristic parameters obtained from the reaction curve. In previous studies, the versatility of this proposed controller was tested by simulations, proving be an alternative to control many kinds of processes. In this paper, the proposed controller is implemented for trajectory tracking using a real mobile robot platform. The performance results are compared against a PI controller using the ISE performance index to measure it.
AB - A linear algebra controller (LACr) based on an empirical linear model of the system is presented in this paper. The controller design is based on a first order plus dead time (FOPDT) model and can be tuned using the characteristic parameters obtained from the reaction curve. In previous studies, the versatility of this proposed controller was tested by simulations, proving be an alternative to control many kinds of processes. In this paper, the proposed controller is implemented for trajectory tracking using a real mobile robot platform. The performance results are compared against a PI controller using the ISE performance index to measure it.
KW - characteristic parameters
KW - linear algebra
KW - mobile robot
KW - numerical method controller
KW - pioneer 3-DX
KW - reduced order models
KW - trajectory tracking
UR - http://www.scopus.com/inward/record.url?scp=85062768320&partnerID=8YFLogxK
U2 - 10.1504/IJAAC.2019.098214
DO - 10.1504/IJAAC.2019.098214
M3 - Artículo
AN - SCOPUS:85062768320
SN - 1740-7516
VL - 13
SP - 176
EP - 196
JO - International Journal of Automation and Control
JF - International Journal of Automation and Control
IS - 2
ER -