| 基于L曲线的跳频信号重构正则化参数优化 |
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| 引用本文： | 闫云斌,全厚德,崔佩璋.基于L曲线的跳频信号重构正则化参数优化[J].军械工程学院学报,2013(1):58-61. |
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| 作者姓名： | 闫云斌 全厚德 崔佩璋 |
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| 作者单位： | 军械工程学院信息工程系,河北石家庄050003 |
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| 摘 要： | 研究了基于L曲线的跳频信号重构正则化参数的选取问题，对跳频信号的稀疏性进行了分析，采用L曲线对系统的最优正则化参数进行了选取．在此基础上，通过推广的正则化FOCUSS算法估计了跳频信号的稀疏表示．仿真结果表明，通过L曲线选取的正则化参数在推广的正则化FOCUSS算法下，能够实现跳频信号在噪声环境下的重构．
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| 关 键 词： | 跳频信号 正则化 FOCUSS算法 L曲线 稀疏分解 信号重构 |
Regularization Parameter Optimum of Signal Reconstruction in Frequency-Hopping Signal Based on L-Curve Method |
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| YAN Yun-bin,QUAN Hou-de,CUI Pei-zhang.Regularization Parameter Optimum of Signal Reconstruction in Frequency-Hopping Signal Based on L-Curve Method[J].Journal of Ordnance Engineering College,2013(1):58-61. |
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| Authors: | YAN Yun-bin QUAN Hou-de CUI Pei-zhang |
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| Institution: | ( Information Engineering Department, Ordnance Engineering College, Shijiazhuang 050003, China) |
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| Abstract: | The regularization parameter of Frequency Hopping （FH） signal reconstruction is re- searched based on L-curve. Firstly, the sparse characteristics of the FH signal are analyzed. The L- curve is used to choose the regularization parameter of FH signal reconstruction. And the extend- ed generalization FOCUSS algorithm is used to estimate the sparse decomposition coefficients of FH signal. The simulation results show that the FH signal can be reconstructed in the noise envi- ronment using the extended generalization FOCUSS algorithm which the regularization parameter is obtained through the L-curve. |
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| Keywords: | frequency-hopping signal regularization FOCUSS algorithm L-curve sparse de-composition signal reconstruction |
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