Title :
Roll and pitch model identification for miniature unmanned helicopter based on subspace method
Author :
Bai, Meng ; Li, Min-hua
Author_Institution :
Dept. of Electr. Eng. & Inf. Technol., Shandong Univ. of Sci. & Technol., Jinan, China
Abstract :
The dynamic model of a miniature unmanned helicopter is needed to develop for autonomous helicopter flight. A subspace identification method for the roll and pitch coupling model is proposed. The roll and pitch coupling model of a hovering miniature unmanned helicopter is deduced to obtain an identification model structure for use in the subspace method. The roll and pitch model is identified based input and output data using the subspace method. Simulation results demonstrate that the identified model can reflect the roll and pitch dynamic effectively with higher system identification precision.
Keywords :
autonomous aerial vehicles; helicopters; identification; robot dynamics; autonomous helicopter flight; dynamic model; hovering miniature unmanned helicopter; identification model structure; pitch coupling model; roll coupling model; subspace method; system identification precision; Automation; Conferences; Couplings; Helicopters; Intelligent control; System identification; Time domain analysis; model identification; roll and pitch model; subspace; unmanned helicopter;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2012 10th World Congress on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-1397-1
DOI :
10.1109/WCICA.2012.6358396