Title :
The Application of H2/H-Infinity Filter in Transfer Alignment Based on Convex Optimization Technology
Author :
Yiting Liu ; Xiaosu Xu ; Xixiang Liu ; Jie Yan ; Peijuan Li ; Haijun Zou
Author_Institution :
Sch. of Instrum. Sci. & Eng., Southeast Univ., Nanjing, China
Abstract :
In this paper, the “velocity and attitude” matching method is used and the unknown flexure deformation is treaded as the noise with limited energy. Algorithms of H∞ filter, adaptive H∞ filter and H2/H∞ filter are introduced and compared. Results show that: the alignment accuracy of adaptive H∞ filter is the highest, the alignment accuracy of H2/H ∞ filter is suboptimal when the unknown flexure deformation exists. While the alignment accuracy of H2/H∞ filter is the highest when there is no unknown flexure deformation. From the overall consideration, H2/H∞ filter is the optimal when the unknown flexure deformation exists.
Keywords :
H∞ filters; adaptive filters; convex programming; H2/H∞ filter; adaptive H∞ filter; attitude matching method; convex optimization technology; transfer alignment accuracy; unknown flexure deformation; velocity matching method; Adaptive filters; Convex functions; Filtering algorithms; Kalman filters; Marine vehicles; Navigation; H2/Hinfinity filter; Hinfinity filter; adaptive Hinfinity filter; flexure deformation; transfor alignment;
Conference_Titel :
Computational Intelligence and Design (ISCID), 2013 Sixth International Symposium on
Conference_Location :
Hangzhou
DOI :
10.1109/ISCID.2013.26