一种改进的循环谱估计算法
An innovatory algorithm of cyclic spectrum estimation
刘锋 1郑鹏 1张鑫 1陶然2
作者信息
- 1. 海军航空工程学院电子信息工程系,山东烟台264001
- 2. 北京理工大学信息科学技术学院,北京00081
- 折叠
摘要
在有限数据条件下,提出了一种基于数据分段处理和重叠保留的改进循环谱密度估计算法,给出了算法实现的具体步骤,并从改进前后循环谱估计方差、抑制噪声能力和可靠性、分辨率几个方面详细分析了改进算法的性能,推导了相应的表达式.得出了改进算法能够减小循环谱密度估计的方差,在低信噪比时能更有效地抑制噪声对信号循环谱的影响的结论.仿真结果证明了本文所提出算法的有效性.
Abstract
An innovatory cyclic spectrum estimation algorithm is proposed based on data division and overlap reservation in limited data length.The procedure is given and the performance of the algorithm is analyzed from the point of estimation variance,the ability of restraining noise,resolution and reliability,and the expression is deduced.It is deduced that the innovatory algorithm can reduce the cyclic spectrum estimation variance and the influence of noise on signal's cyclic spectrum.The simulation results have proved that the validity of the method.
关键词
有限数据/循环谱/方差/噪声抑制/改进算法Key words
limited data/cyclic spectrum/variance/noise restraining/innovatory algorithm引用本文复制引用
基金项目
国家自然科学基金(60232010)
国家部委预研资助基金(41001020201)
出版年
2013
NETL
NSTL
维普
万方数据