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长春光学精密机械与物... [1]
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会议论文 [1]
发表日期
2009 [1]
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Memoryless polynomial LMS adaptive filter for orbit object tracking (EI CONFERENCE)
会议论文
2009 International Conference on Information Engineering and Computer Science, ICIECS 2009, December 19, 2009 - December 20, 2009, Wuhan, China
Cai R.
;
Wu Q.
;
Wang P.
;
Wang M.
;
Wu Y.
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提交时间:2013/03/25
In order to find a fast and effective solution to orbit object tracking
a memoryless polynomial adaptive filter is proposed in this paper. Unlike Volterra adaptive filter
the proposed filter is composed of polynomials in different orders
which can fit normal orbit trajectory well. A memoryless polynomial filter (MLF) is designed first. The designed memoryless polynomial filter can be separated into a linearization filter and a FIR filter. Analogous to linear LMS adaptive filter
a LMS adaptive algorithm is derived for the memoryless polynomial filter
which is called Memoryless polynomial LMS adaptive filter (MLPLMS adaptive filter). Experiments show that the proposed filter has better performance than that of a normal LMS filter on orbit tracking. 2009 IEEE.
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