Adaptive fuzzy multi-surface sliding control of multiple-input and multiple-output autonomous flight systems


Autoria(s): Norton, Michael; Khoo, Suiyang; Kouzani, Abbas; Stojcevski, Alex
Data(s)

01/01/2015

Resumo

In this study, we proposed an adaptive fuzzy multi-surface sliding control (AFMSSC) for trajectory tracking of 6 degrees of freedom inertia coupled aerial vehicles with multiple inputs and multiple outputs (MIMO). It is shown that an adaptive fuzzy logic-based function approximator can be used to estimate the system uncertainties and an iterative multi-surface sliding control design can be carried out to control flight. Using AFMSSC on MIMO autonomous flight systems creates confluent control that can account for both matched and mismatched uncertainties, system disturbances and excitation in internal dynamics. It is proved that the AFMSSC system guarantees asymptotic output tracking and ultimate uniform boundedness of the tracking error. Simulation results are presented to validate the analysis.

Identificador

http://hdl.handle.net/10536/DRO/DU:30074338

Idioma(s)

eng

Publicador

Institution of Engineering and Technology

Relação

http://dro.deakin.edu.au/eserv/DU:30074338/norton-adaptivefuzzy-2015.pdf

http://www.dx.doi.org/10.1049/iet-cta.2014.0209

Direitos

2015, Institution of Engineering and Technology

Palavras-Chave #6-Degrees of freedom inertia coupled aerial vehicles #Adaptive control #Adaptive fuzzy logic-based function approximator #Adaptive fuzzy multisurface sliding control #Aerospace control #AFMSSC #AFMSSC system #Asymptotic output tracking #Autonomous aerial vehicles #Confluent control #Control system analysis and synthesis methods #Control system synthesis #Function approximation #Fuzzy control #Internal dynamics #Interpolation and function approximation (numerical analysis) #Iterative methods #Iterative multisurface sliding control design #Matched uncertainties #MIMO autonomous flight systems #Mimo systems #Mismatched uncertainties #Mobile robots #Multiple input and multiple output autonomous flight systems #Multivariable control systems #Self-adjusting control systems #System disturbances #System systems #System uncertainties #Telerobotics #Tracking error #Trajectory tracking #Ultimate uniform boundedness #Variable structure systems #Science & Technology #Technology #Automation & Control Systems #Engineering, Electrical & Electronic #Instruments & Instrumentation #Engineering #NONAUTONOMOUS SYSTEMS #NONLINEAR-SYSTEMS #MODE CONTROL #UAV #FEEDBACK #INVERSION #TRACKING
Tipo

Journal Article