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Fast and Robust Subspace Tracking Method Based on Subspace Distance.

Authors :
YUAN Xiao-dong
WAN Jian-wei
CHENG Zhu
WANG Zhan
LIU Hai-tao
Source :
Journal of Astronautics / Yuhang Xuebao. Oct2012, Vol. 33 Issue 10, p1480-1485. 6p.
Publication Year :
2012

Abstract

A novel subspace tracking algorithm based on subspace distance is proposed in this paper. The proposed algorithm provides robust orthonormal vector estimation adapting to signal subspace and noise subspace. Simulation results demonstrate that the proposed algorithm is numerically stable, because it does not accumulate roundoff errors. Moreover, the proposed method performs well in subspace tracking and it has a low complexity of 3NL + O(N). [ABSTRACT FROM AUTHOR]

Details

Language :
Chinese
ISSN :
10001328
Volume :
33
Issue :
10
Database :
Academic Search Index
Journal :
Journal of Astronautics / Yuhang Xuebao
Publication Type :
Periodical
Accession number :
84685309
Full Text :
https://doi.org/10.3873/j.issn.1000-1328.2012.10.017