| 基于相关误差的变步长LMS算法 |
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| 引用本文： | 唐百胜,贾京林,江腾飞.基于相关误差的变步长LMS算法[J].导航与控制,2011(4):49-51. |
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| 作者姓名： | 唐百胜 贾京林 江腾飞 |
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| 作者单位： | 海军驻北京地区导弹配套设备军事代表室;海军驻北京地区导弹配套设备军事代表室;海军驻北京地区导弹配套设备军事代表室 |
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| 摘 要： | 以自适应对象建模为应用背景,对不同的变步长LMS算法进行对比研究,提出了一种基于相关误差的变步长LMS算法,仿真结果表明,该算法较现有算法具有较快的收敛速度和较高的收敛精度.
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| 关 键 词： | 变步长 相关误差 LMS算法 |
A Variable Step Size LMS Algorithm Based on Correlation Error |
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| TANG Bai-sheng,JIA Jing-lin and JIANG Teng-fei.A Variable Step Size LMS Algorithm Based on Correlation Error[J].Navigation and Control,2011(4):49-51. |
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| Authors: | TANG Bai-sheng JIA Jing-lin and JIANG Teng-fei |
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| Institution: | Beijing the navy agency of missile equipment;Beijing the navy agency of missile equipment;Beijing the navy agency of missile equipment |
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| Abstract: | After the reseach of the other different variable step size algorithms, It is advanced that a new variable step size LMS algorithm based on correlation error for the application of the adaptive grant model identification. The simulations show that the algorithm put forward in this article converge faster and more accurately than others. |
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| Keywords: | variable step size correlation error LMS algorithm |
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