Inicio  /  Aerospace  /  Vol: 4 Núm: 2 Par: June (2017)  /  Artículo
ARTÍCULO
TITULO

Nonlinear Model Predictive Control for Unmanned Aerial Vehicles

Pengkai Ru and Kamesh Subbarao    

Resumen

This paper discusses the derivation and implementation of a nonlinear model predictive control law for tracking reference trajectories and constrained control of a quadrotor platform. The approach uses the state-dependent coefficient form to capture the system nonlinearities into a pseudo-linear system matrix. The state-dependent coefficient form is derived following a rigorous analysis of aerial vehicle dynamics that systematically accounts for the peculiarities of such systems. The same state-dependent coefficient form is exploited for obtaining a nonlinear equivalent of the model predictive control. The nonlinear model predictive control law is derived by first transforming the continuous system into a sampled-data form and and then using a sequential quadratic programming solver while accounting for input, output and state constraints. The boundedness of the tracking errors using the sampled-data implementation is shown explicitly. The performance of the nonlinear controller is illustrated through representative simulations showing the tracking of several aggressive reference trajectories with and without disturbances.

 Artículos similares

       
 
Niki Balkamou and George Papagiannopoulos    
Steel Plate Shear Walls (SPSW) provide significant lateral load capacity and can be utilized in the seismic retrofit and upgrade of existing reinforced concrete (r/c) buildings. In this study, the application of SPSW to retrofit a r/c building designed a... ver más
Revista: Applied Sciences

 
Achilleas G. Samaras and Theophanis V. Karambas    
This work presents a new model for surf and swash zone morphology evolution induced by nonlinear waves. Wave transformation in the surf and swash zones is computed by a nonlinear wave model based on the higher order Boussinesq equations for breaking and ... ver más

 
?iga Unuk and Milan Kuhta    
A nonlinear semi-numeric and finite element analysis of three-point bending tests of notched polymer fiber-reinforced concrete prisms was performed. The computational and experimental results were compared in terms of the load-displacement behavior. The ... ver más
Revista: Applied Sciences

 
Tamir Shaqarin and Bernd R. Noack    
Limiting the suspension stroke in vehicles holds critical and conceivable benefits. It is crucial for the safety, stability, ride comfort, and overall performance of the vehicle. Furthermore, it improves the reliability of suspension components and maint... ver más
Revista: Applied Sciences

 
Lígia Conceição, Gonçalo Homem de Almeida Correia, Bart van Arem and José Pedro Tavares    
Once trusted, automated vehicles (AVs) will gradually appear in urban areas. Such a transition is an opportunity in transport planning to control undesired impacts and possibly mitigate congestion at a time when both conventional vehicles (CVs) and AVs c... ver más
Revista: Infrastructures