文章摘要
冯大航,鲍明,管鲁阳,李晓东.一种恒虚警线谱检测算法研究[J].声学技术,2012,(3):304~309
一种恒虚警线谱检测算法研究
An algorithm of line-spectrum detection with constant false alarm rate
投稿时间:2011-10-31  修订日期:2012-02-13
DOI:
中文关键词: 线谱检测|功率谱匹配|恒虚警
英文关键词: Line-spectrum detection  matching of power spectrum  constant false alarm rate(CFAR)
基金项目:
作者单位E-mail
冯大航 中国科学院声学研究所噪声与振动实验室, 北京100190 fengdh@mail.ioa.ac.cn 
鲍明 中国科学院声学研究所噪声与振动实验室, 北京100190  
管鲁阳 中国科学院声学研究所噪声与振动实验室, 北京100190  
李晓东 中国科学院声学研究所噪声与振动实验室, 北京100190  
摘要点击次数: 1211
全文下载次数: 1684
中文摘要:
      提出基于高低分辨率功率谱匹配度估计的线谱检测算法,该算法对信号分别进行高分辨率功率谱估计和多段低分辨率功率谱估计,然后以高分辨率功率谱估计为模板,用多段低分辨率功率谱估计进行校验的方式进行线谱检测.基于单频信号加高斯白噪声假设条件,理论上导出该检测方法的检测率和虚警率,并进行了仿真验证.与传统的线谱检测方法相比,该线谱检测算法不需要预知噪声功率谱,且具有恒虚警的特点.在车辆目标远距离声学检测应用中,该检测算法具有较好的检测性能.
英文摘要:
      A new line-spectrum detection algorithm is proposed based on the matching extent of high-resolution and low-resolution power spectrums.For a certain data section,the high-resolution power spectrum is firstly estimated as a template,and then several low-resolution power spectrums are estimated and compared with the template to verify the line-spectra.Under the condition of sinusoid signal mixed with Gaussian white noise,the detection rate and the false alarm rate of this algorithm is deduced theoretically and proved by the Monte-Carlo simulation.In comparison with the conventional methods,this algorithm doesn’t need any information of the noise power spectrum and has constant false alarm rate.In the application of vehicle long-distance detection,this method achieves satisfying performance.
查看全文   查看/发表评论  下载PDF阅读器
关闭