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Modified Linear Technique for the Controllability and Observability of Robotic Arms

José de Jesús Rubio, Eduardo Orozco, Daniel Andres Cordova, Marco Antonio Islas, Jaime Pacheco, G. Gutiérrez, Alejandro Zacarías, Luis Arturo Soriano, Jesús Alberto Meda-Campaña, Dante Mújica‐Vargas

2022IEEE Access56 citationsDOIOpen Access PDF

Abstract

In this study, a modified linear technique is proposed for the controllability and observability of robotic arms, the modified linear technique consists of the following steps: a transformation is used to rewrite a nonlinear time-variant model as a quasi-linear time-variant model, this quasi-linear time-variant model is evaluated at origin to obtain a linear time-invariant model, and the rank condition tests the controllability and observability of the linear time-invariant model. The modified linear technique is better than the linearization technique because the modified linear technique does not use the Jacobian approximation, while the linearization technique needs the Jacobian approximation. The modified linear technique is better than the linear technique because the modified linear technique can be applied to robotic arms with rotational and prismatic joints, while the linear technique can only be applied to robotic arms with rotational joints.

Topics & Concepts

ObservabilityControllabilityJacobian matrix and determinantLinearizationLinear systemControl theory (sociology)Linear approximationNonlinear systemLinear modelMathematicsLTI system theoryComputer scienceApplied mathematicsMathematical analysisArtificial intelligencePhysicsControl (management)StatisticsQuantum mechanicsAdaptive Control of Nonlinear SystemsAdvanced Control Systems OptimizationHydraulic and Pneumatic Systems
Modified Linear Technique for the Controllability and Observability of Robotic Arms | Litcius