带状随机非线性系统的状态估计

• Original Articles • Previous Articles Next Articles

State estimation of band stochastic nonlinear systems

CHEN Hui-chan;ZHANG Zhuo-kui

(School of Science, Xidian Univ., Xi′an 710071， China)

Received:1900-01-01 Revised:1900-01-01 Online:2005-08-20 Published:2005-08-20

Abstract

Abstract: A band stochastic nonlinear system with the nonzero mean and correlated white noise is discussed. A singular values standard form for band stochastic nonlinear systems with the band singular matrix is given by generalized inverse matrix and singular value decomposition of the matrix. The optimal recursive estimates for predicting and filtering of this system's states are obtained.

Key words: generalized matrix, generalized system, singular value decomposition, state estimation

CLC Number:

O211.6

CHEN Hui-chan;ZHANG Zhuo-kui.

State estimation of band stochastic nonlinear systems

[J].J4, 2005, 32(4): 634-638.

[1]	LIANG Zhuang,WEN Liwu,DING Jinshan. Improved SVD-FRFT sea clutter suppression method [J]. Journal of Xidian University, 2021, 48(2): 55-63.
[2]	JIANG Xingguo,WAN Jinzhao,CAI Xiaodong,LI Haiou,CAO Yi. Algorithm for identification of fine-grained vehicles based on singular value decomposition and central metric [J]. Journal of Xidian University, 2019, 46(3): 82-88.
[3]	ZHAO Jihong;XIE Zhiyong;QU Hua;WANG Mingxin;LIU Xi. Simplified and robust algorithm for three-dimensional estimation of nodes in sensor networks [J]. Journal of Xidian University, 2018, 45(5): 108-114.
[4]	LIU Runbang;ZHU Zhiyu. Gravity optimized particle filter algorithm [J]. Journal of Xidian University, 2018, 45(2): 141-147.
[5]	CHEN Jianlai;ZHANG Rui;SUN Guangcai;JING Guobin;XING Mengdao. Azimuth variation correction method for geosynchronous synthetic aperture radar [J]. Journal of Xidian University, 2016, 43(5): 18-23+62.
[6]	HUO Leigang;FENG Xiangchu;WANG Xudong;HUO Chunlei. Higherorder singular value decomposition- and total variation- regularized multiplicative noise removal model [J]. Journal of Xidian University, 2016, 43(3): 78-84.
[7]	LIU Sheng'en;XIAO Lin;YANG Dingcheng;TAN Anping. Power allocation under GSVD linear precoding in the MIMO two-way relay network [J]. J4, 2015, 42(5): 161-167.
[8]	ZHANG Peng;ZHANG Linrang;HU Zijun. Tracking-before-detection method based on range extension for HPRF radars [J]. J4, 2014, 41(5): 207-212.
[9]	LU Jin;SU Hongtao;SHUI Penglang. Target state estimation of the over-the-horizon radar using the cost-reference particle filter [J]. J4, 2013, 40(5): 20-25+59.
[10]	ZHU Kairan;HE Xuehui;ZHENG Jibin;SU Tao. New method for estimation of nuclear quadrupole resonance signals parameters in multi-block [J]. J4, 2013, 40(3): 36-41.
[11]	CHEN Jinguang;LI Jie;GAO Xinbo. Iterative shrinking filtering algorithm with nonlinear state constraints [J]. J4, 2011, 38(1): 104-109.
[12]	ZHANG Wei-tao;LOU Shun-tian;ZHANG Yan-liang. SVD based robust approach for blind source separation [J]. J4, 2009, 36(6): 985-989.
[13]	ZHANG Wei-tao1;LOU Shun-tian1;ZHANG Yan-liang1;2. Adaptive Least-Squares method for blind source separation with an equivariant property [J]. J4, 2008, 35(6): 999-1002.
[14]	ZHANG Zhi-an;LUO Bin. New approach for image retrieval based on olor and spatial features [J]. J4, 2008, 35(3): 577-580.
[15]	ZHANG Zhuo-kui;CHEN Hui-chan. Optimal recursive algorithm for generalized discrete stochastic non-linear systems [J]. J4, 2007, 34(2): 317-321.

State estimation of band stochastic nonlinear systems

PDF (PC)

Like

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Metrics

Comments

Recommended 0