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多通道SAR-GMTI通道盲均衡算法 被引量：3

Channel Blind Equalization Algorithm for Multi-channel SAR/GMTI System
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摘要 基于回波数据相关矩阵特征分解的通道盲均衡算法可有效校正多通道SAR系统中由各种非理想因素引起的通道幅度相位误差,但该算法主要的缺点是收敛速度慢。该文首先分析了基于回波数据相关矩阵特征分解的通道盲均衡算法的基本工作原理;在此基础上,针对算法收敛性差的缺点,结合降维处理技术,提出一种快速收敛的通道盲均衡算法。仿真及实测数据实验结果表明:与常规的基于回波数据相关矩阵特征分解的通道盲均衡算法相比,该文所提算法收敛所需的样本数目显著减少,即可在小训练样本条件下实现对通道幅度相位误差的均衡。 Channel blind equalization algorithm based on Eigen-Decomposition（ED） of data covariance matrix can be applied to calibrate the channel mismatch for multi-channel SAR/GMTI system.However,this algorithm has a disadvantage that it suffers from a slow convergence rate.In this paper,the principle of channel blind equalization algorithm is firstly investigated.Then,to improve its convergence rate,reduced-dimension technique is used into this algorithm and a new channel blind equalization algorithm is proposed.Experimental results on simulation data and measured SAR data demonstrate that compared with the conventional channel blind equalization algorithm,the proposed algorithm shows a fast convergence rate and is able to calibrate channel mismatch with much less sample support.
作者 田斌 朱岱寅 朱兆达 司海波
机构地区 南京航空航天大学电子信息工程学院 中国人民解放军
出处 《电子与信息学报》 EI CSCD 北大核心 2012年第6期1324-1330,共7页 Journal of Electronics & Information Technology
基金 国家自然科学基金(61071165) 教育部新世纪优秀人才支持计划(NCET-09-0069)资助课题
关键词 地面动目标检测 空域自适应处理 通道盲均衡 降维处理 Ground moving target detection Space adaptive processing Channel blind equalization Reduced-dimension technique
分类号 TN957.51 [电子电信—信号与信息处理]
  • 相关文献

参考文献13

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二级参考文献31

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共引文献18

同被引文献25

  • 1Sun Hua-dong,Zhang Li-zhi,Jin Xue-song.Parameter estimations based on DPCA-FrFT algorithm for three channel SAR/GMTI system[A].Proceedings of The 2011 International Conference on Intelligent Computation Technology and Automation[C].Shenzhen,China:IEEE,2011.640-644.
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引证文献3

二级引证文献5

电子与信息学报
2012年 第6期

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