首页 | 本学科首页   官方微博 | 高级检索  
     

基于改进小波阈值函数的船用雷达回波去噪
引用本文:陈晓楠,索继东,柳晓鸣.基于改进小波阈值函数的船用雷达回波去噪[J].沈阳工业大学学报,2010,32(2):196-199.
作者姓名:陈晓楠  索继东  柳晓鸣
作者单位:大连海事大学 信息科学技术学院, 辽宁 大连 116026
基金项目:交通部基础研究项目(2007329225010)
摘    要:为了对船用雷达(9GHz脉冲雷达)回波降噪,提出了基于小波阈值函数的改进方法,分析了中间阈值以及对应的阈值函数对船用雷达回波信号降噪的影响.在模拟雷达回波信号的降噪实验中,对新的阈值方法与软阈值、硬阈值、Firm阈值、Yasser阈值方法进行了比较.通过对阈值函数参数的调整,使得新的小波阈值函数得到更高的信噪比、更小的均方根误差和更大的能量比,证明了新方法的有效性;在实测雷达回波信号的降噪实验中,得到了一致的结论,证明了新方法的实用性.

关 键 词:多分辨分析  小波  阈值函数  降噪  模拟船用雷达回波  实测船用雷达回波  9GHz脉冲雷达  

Echo denoising of shipborne radar based on improved wavelet threshold function
CHEN Xiao-nan,SUO Ji-dong,LIU Xiao-ming.Echo denoising of shipborne radar based on improved wavelet threshold function[J].Journal of Shenyang University of Technology,2010,32(2):196-199.
Authors:CHEN Xiao-nan  SUO Ji-dong  LIU Xiao-ming
Affiliation:School of Information Science and Technology, Dalian Maritime University, Dalian 116026, China
Abstract:In order to realize the echo denoising of shipborne radar(9 GHz pulse radar) ,an improved method based on the wavelet threshold function was proposed.The influence of the middle threshold and its function on the echo denoising of shipborne radar was analyzed.New threshold method was compared with the soft threshold,hard threshold,Firm threshold and Yasser threshold methods in the denoising experiment of simulative radar echo.The results show that better SNR,less RMSE and larger PER can be achieved using the...
Keywords:multi-resolution analysis  wavelet  threshold function  denoising  simulative shipborne radar echo  real shipborne radar echo  9 GHz pulse radar  
本文献已被 CNKI 等数据库收录!
点击此处可从《沈阳工业大学学报》浏览原始摘要信息
点击此处可从《沈阳工业大学学报》下载全文
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号