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干涉仪解模糊异常值检测及纠错方法
引用本文:韩月涛,潘伟萍,吴嗣亮,杨帆.干涉仪解模糊异常值检测及纠错方法[J].北京理工大学学报,2012,32(8):849-854.
作者姓名:韩月涛  潘伟萍  吴嗣亮  杨帆
作者单位:北京理工大学信息与电子学院,北京,100081;北京理工大学信息与电子学院,北京,100081;北京理工大学信息与电子学院,北京,100081;北京理工大学信息与电子学院,北京,100081
摘    要:针对多基线相位干涉仪测角雷达在通道相位误差较大时解模糊结果存在异常的问题,提出了一种基于有限记忆算法的干涉仪解模糊异常值检测与纠错方法.该方法利用逐次测角算法的初次解模糊结果估计角度和整周模糊值的初始值,在此基础上进行角度和整周模糊值的有限记忆递推,识别原始测角数据中存在的数据异常值,对其进行异常值剔除或重新解模糊纠错处理.仿真结果表明,该方法原理正确,对于干涉仪解模糊数据中出现的孤立型及连续型异常值都能够进行有效的检测并予以纠正,显著降低了解模糊的出错概率.

关 键 词:干涉仪  逐次解模糊  异常值  有限记忆算法
收稿时间:2011/6/22 0:00:00

Detection and Correction of Interferometer Ambiguity-Resolving Abnormal Value
HAN Yue-tao,PAN Wei-ping,WU Si-liang and YANG Fan.Detection and Correction of Interferometer Ambiguity-Resolving Abnormal Value[J].Journal of Beijing Institute of Technology(Natural Science Edition),2012,32(8):849-854.
Authors:HAN Yue-tao  PAN Wei-ping  WU Si-liang and YANG Fan
Institution:(School of Information and Electronics,Beijing Institute of Technology,Beijing 100081,China)
Abstract:Aiming at solving frequent outlier of ambiguity-resolving algorithm used in phase interferometer under large phase noise between channels, an ambiguity-resolving error correction method is proposed using limited memory algorithm. The method estimates the initial value of angle and integer cycle ambiguity value by utilizing primary ambiguity-resolving results obtained from successive angle algorithm, calculates recursively the angle and integer cycle ambiguity value based on limited memory algorithm and identifies the abnormal values from original measured angle data. Therefore, the sporadic and continuous ambiguity-resolving error could be rectified to ensure the accuracy of data processing. Simulation results show that limited memory error correction algorithm could effectively correct the error of fuzzy angle and reduce the error probability of ambiguity-resolving. Also, the proposed method might have certain guiding significance to other phase interferometer systems.
Keywords:interferometer  successive ambiguity-resolving  outliers  limited memory algorithm
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