Transformed Structural Properties Method to Determine the Controllability and Observability of Robots
Many investigations use a linearization method, and others use a structural properties method to determine the controllability and observability of robots. In this study, we propose a transformed structural properties method to determine the controllability and observability of robots, which is the...
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doaj-11f57c52fa384cfdb99ac84706e2c6a12021-03-30T23:04:47ZengMDPI AGApplied Sciences2076-34172021-03-01113082308210.3390/app11073082Transformed Structural Properties Method to Determine the Controllability and Observability of RobotsDany Ivan Martinez0José de Jesús Rubio1Victor Garcia2Tomas Miguel Vargas3Marco Antonio Islas4Jaime Pacheco5Guadalupe Juliana Gutierrez6Jesus Alberto Meda-Campaña7Dante Mujica-Vargas8Carlos Aguilar-Ibañez9Sección de Estudios de Posgrado e Investigación, ESIME Azcapotzalco, Instituto Politécnico Nacional, Av. de las Granjas No. 682, Col. Santa Catarina, Ciudad de México 02250, MexicoSección de Estudios de Posgrado e Investigación, ESIME Azcapotzalco, Instituto Politécnico Nacional, Av. de las Granjas No. 682, Col. Santa Catarina, Ciudad de México 02250, MexicoSección de Estudios de Posgrado e Investigación, ESIME Azcapotzalco, Instituto Politécnico Nacional, Av. de las Granjas No. 682, Col. Santa Catarina, Ciudad de México 02250, MexicoSección de Estudios de Posgrado e Investigación, ESIME Azcapotzalco, Instituto Politécnico Nacional, Av. de las Granjas No. 682, Col. Santa Catarina, Ciudad de México 02250, MexicoSección de Estudios de Posgrado e Investigación, ESIME Azcapotzalco, Instituto Politécnico Nacional, Av. de las Granjas No. 682, Col. Santa Catarina, Ciudad de México 02250, MexicoSección de Estudios de Posgrado e Investigación, ESIME Azcapotzalco, Instituto Politécnico Nacional, Av. de las Granjas No. 682, Col. Santa Catarina, Ciudad de México 02250, MexicoSección de Estudios de Posgrado e Investigación, ESIME Azcapotzalco, Instituto Politécnico Nacional, Av. de las Granjas No. 682, Col. Santa Catarina, Ciudad de México 02250, MexicoSección de Estudios de Posgrado e Investigación, ESIME Zacatenco, Instituto Politécnico Nacional, Av. IPN S/N, Col. Lindavista, México City 07738, MexicoDepartment of Computer Science, Tecnológico Nacional de México/CENIDET, Interior Internado Palmira S/N, Palmira, Cuernavaca 62490, MexicoCentro de Investigación en Computación, Instituto Politécnico Nacional, Av. Juan de Dios Bátiz S/N, Col. San Pedro Zacatenco, México City 07738, MexicoMany investigations use a linearization method, and others use a structural properties method to determine the controllability and observability of robots. In this study, we propose a transformed structural properties method to determine the controllability and observability of robots, which is the combination of the linearization and the structural properties methods. The proposed method uses a transformation in the robot model to obtain a linear robot model with the gravity terms and uses the linearization of the gravity terms to obtain the linear robot model; this linear robot model is used to determine controllability and observability. The described combination evades the structural conditions requirement and decreases the approximation error. The proposed method is better than previous methods because the proposed method can obtain more precise controllability and observability results. The modified structural properties method is compared with the linearization method to determine the controllability and observability of three robots.https://www.mdpi.com/2076-3417/11/7/3082controllabilityobservabilitytransformationlinearizationrobots |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Dany Ivan Martinez José de Jesús Rubio Victor Garcia Tomas Miguel Vargas Marco Antonio Islas Jaime Pacheco Guadalupe Juliana Gutierrez Jesus Alberto Meda-Campaña Dante Mujica-Vargas Carlos Aguilar-Ibañez |
spellingShingle |
Dany Ivan Martinez José de Jesús Rubio Victor Garcia Tomas Miguel Vargas Marco Antonio Islas Jaime Pacheco Guadalupe Juliana Gutierrez Jesus Alberto Meda-Campaña Dante Mujica-Vargas Carlos Aguilar-Ibañez Transformed Structural Properties Method to Determine the Controllability and Observability of Robots Applied Sciences controllability observability transformation linearization robots |
author_facet |
Dany Ivan Martinez José de Jesús Rubio Victor Garcia Tomas Miguel Vargas Marco Antonio Islas Jaime Pacheco Guadalupe Juliana Gutierrez Jesus Alberto Meda-Campaña Dante Mujica-Vargas Carlos Aguilar-Ibañez |
author_sort |
Dany Ivan Martinez |
title |
Transformed Structural Properties Method to Determine the Controllability and Observability of Robots |
title_short |
Transformed Structural Properties Method to Determine the Controllability and Observability of Robots |
title_full |
Transformed Structural Properties Method to Determine the Controllability and Observability of Robots |
title_fullStr |
Transformed Structural Properties Method to Determine the Controllability and Observability of Robots |
title_full_unstemmed |
Transformed Structural Properties Method to Determine the Controllability and Observability of Robots |
title_sort |
transformed structural properties method to determine the controllability and observability of robots |
publisher |
MDPI AG |
series |
Applied Sciences |
issn |
2076-3417 |
publishDate |
2021-03-01 |
description |
Many investigations use a linearization method, and others use a structural properties method to determine the controllability and observability of robots. In this study, we propose a transformed structural properties method to determine the controllability and observability of robots, which is the combination of the linearization and the structural properties methods. The proposed method uses a transformation in the robot model to obtain a linear robot model with the gravity terms and uses the linearization of the gravity terms to obtain the linear robot model; this linear robot model is used to determine controllability and observability. The described combination evades the structural conditions requirement and decreases the approximation error. The proposed method is better than previous methods because the proposed method can obtain more precise controllability and observability results. The modified structural properties method is compared with the linearization method to determine the controllability and observability of three robots. |
topic |
controllability observability transformation linearization robots |
url |
https://www.mdpi.com/2076-3417/11/7/3082 |
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