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阈值法在毫米波目标辐射信号去噪中的应用研究
引用本文:范庆辉,李兴国,张光锋.阈值法在毫米波目标辐射信号去噪中的应用研究[J].电子与信息学报,2008,30(10):2356-2359.
作者姓名:范庆辉  李兴国  张光锋
作者单位:南京理工大学毫米波光波近感技术研究所,南京,210094
基金项目:南京理工大学优秀博士培养基金
摘    要:小波域阈值法去噪以其效果好,易编程实现而广泛应用到图像及信号的去噪中。该文在分析了毫米波目标辐射信号的小波系数特征后,提出使用非负小波系数代替信号的小波系数。对于确定的阈值,推导了重构信号均方差最小时,非负小波系数的去噪方法,实验表明该文算法具有较好的去噪效果。

关 键 词:毫米波目标辐射信号    硬阈值法    软阈值法    均方差
收稿时间:2007-4-2
修稿时间:2007-11-9

The Application of Threshold Denoising to the MMW Target Radiation Signal
Fan Qing-hui,Li Xing-guo,Zhang Guang-feng.The Application of Threshold Denoising to the MMW Target Radiation Signal[J].Journal of Electronics & Information Technology,2008,30(10):2356-2359.
Authors:Fan Qing-hui  Li Xing-guo  Zhang Guang-feng
Institution:Institute of near-sensing tech. with Millimeter-Wave & optical-wave, NUST, Nanjing 210094, China
Abstract:Threshold denoising in wavelet domain is an efficient method to reduce the white noise which is easy to program, so that it is widely applied to the image and signal denoising. According to the wavelet transformation characteristic of the MMV target radiation signal, the non-negative wavelet coefficient is used to replace the wavelet coefficient of the signal. For the definite threshold, denoising method of the non-negative wavelet coefficient is inferred when the MSE of the reconfigurable signal is minimized. Experiments show that the method can suppress the noise effectively.
Keywords:MMW target radiation signal  Hard wavelet denoising  Soft wavelet denoising  MSE
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