Title :
Quasi-LPV modeling and identification for a water-jet propulsion USV: An experimental study
Author :
Junfeng Xiong ; Yuqing He ; Feng Gu ; Decai Li ; Jianda Han
Author_Institution :
Shenyang Inst. of Autom., State Key Lab. of Robot., Univ. of Chinese Acad. of Sci., Shenyang, China
Abstract :
For an Unmanned Surface Vehicle (USV) system, it is difficult to obtain a precise system model. This is mainly because the USV system is, (1) of extensively complicated and thus presents huge nonlinearities, and (2) easily to be influenced by extensive hydrodynamics. In this paper, our main motivation is to construct a quasi-Linear Parameter Varying (qLPV) dynamical model for a water-jet propulsion USV. The main content of this paper includes two steps: first, theoretical deduction of the qLPV model structure of the USV system is given in detailed including the hydrodynamics; after that, experiments are conducted and the parameter identification results are analyzed to show the priority of the qLPV model compared to some other often referred to models.
Keywords :
autonomous underwater vehicles; control nonlinearities; hydrodynamics; linear parameter varying systems; marine propulsion; parameter estimation; hydrodynamics; nonlinearities; parameter identification; qLPV model structure; quasiLPV modeling; quasilinear parameter varying dynamical model; unmanned surface vehicle system; water-jet propulsion USV system; Analytical models; Force; Hydrodynamics; Mathematical model; Nonlinear dynamical systems; Propulsion; Torque;
Conference_Titel :
Robotics and Biomimetics (ROBIO), 2014 IEEE International Conference on
DOI :
10.1109/ROBIO.2014.7090369