EXACT MAXIMUM LIKELIHOOD ERROR ESTIMATION ALGORITHM IN MMW/IR IMAGING SYSTEM

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	EXACT MAXIMUM LIKELIHOOD ERROR ESTIMATION ALGORITHM IN MMW/IR IMAGING SYSTEM
其他题名	Exact maximum likelihood error estimation algorithm in mmw/ir imaging system
	Qi Lin 1; Su WenBo 1; Shi ZeLin 1
	2010
发表期刊	JOURNAL OF INFRARED AND MILLIMETER WAVES
ISSN	1001-9014
卷号	29 期号:5 页码:372-377
摘要	An exact maximum likelihood error estimation algorithm based on unbiased converted measurements (UCM-EML) was proposed in order to estimate systematic errors of a MMW radar/IR imaging composite system accurately. An error estimation model was formulated based on measurement noises in polar coordinates, then the criterion function and the corresponding negative log likelihood function were given. The algorithm was implemented using a recursive two-step optimization that involves a modified Gauss-Newton procedure. Simulation results show that the UCM-EML algorithm is better than the exact maximum likelihood (EML) algorithm and the modified exact maximum likelihood (MEML) algorithm on performance and convergence rate.
其他摘要	An exact maximum likelihood error estimation algorithm based on unbiased converted measurements (ucm-eml) was proposed in order to estimate systematic errors of a mmw radar/ir imaging composite system accurately. an error estimation model was formulated based on measurement noises in polar coordinates, then the criterion function and the corresponding negative log likelihood function were given. the algorithm was implemented using a recursive two-step optimization that involves a modified gauss-newton procedure. simulation results show that the ucm-eml algorithm is better than the exact maximum likelihood (eml) algorithm and the modified exact maximum likelihood (meml) algorithm on performance and convergence rate.
关键词	DATA FUSION REGISTRATION ALGORITHM CONVERTED MEASUREMENTS data fusion error estimation maximum likelihood estimation unbiased converted measurement
收录类别	CSCD
语种	英语
CSCD记录号	CSCD:4059093
引用统计	被引频次：2[CSCD] [CSCD记录]
文献类型	期刊论文
条目标识符	http://ir.imr.ac.cn/handle/321006/144998
专题	中国科学院金属研究所
作者单位	1.中国科学院 2.中国科学院大学 3.中国科学院金属研究所
推荐引用方式 GB/T 7714	Qi Lin,Su WenBo,Shi ZeLin. EXACT MAXIMUM LIKELIHOOD ERROR ESTIMATION ALGORITHM IN MMW/IR IMAGING SYSTEM[J]. JOURNAL OF INFRARED AND MILLIMETER WAVES,2010,29(5):372-377.
APA	Qi Lin,Su WenBo,&Shi ZeLin.(2010).EXACT MAXIMUM LIKELIHOOD ERROR ESTIMATION ALGORITHM IN MMW/IR IMAGING SYSTEM.JOURNAL OF INFRARED AND MILLIMETER WAVES,29(5),372-377.
MLA	Qi Lin,et al."EXACT MAXIMUM LIKELIHOOD ERROR ESTIMATION ALGORITHM IN MMW/IR IMAGING SYSTEM".JOURNAL OF INFRARED AND MILLIMETER WAVES 29.5(2010):372-377.