摘要
基于MPSK信号的非线性频偏估计算法,通过对叠加了高斯分布白噪声接收信号的非线性变换分析,将非线性滤波(中值滤波)算法应用于载波频率估计之中.运用MonteCarlo仿真手段对其进行了验证,结果表明,在非线性频率估计中运用中值滤波算法后,其估计的均方误差较之运用均值滤波算法有很大的改善.
Based on the nonlinear frequency algorithm, the nonlinear transform of white Gaussian noise, which is added to the received signals are analyzed. And the idea of applying nonlinear filtering (the median filtering) algorithm to nonlinear frequency estimation is proposed. At the same time, Monte Carlo simulation is used to validate the idea. The results show that the Mean Square Error(MES) of frequency estimation using a median filter is better than that by using a mean value filter.
出处
《西安电子科技大学学报》
EI
CAS
CSCD
北大核心
2004年第3期473-475,共3页
Journal of Xidian University
基金
国家部委预研基金资助项目(113030401)
关键词
非线性滤波算法
载波估计
MPSK调制信号
nonlinear filtering algorithm
carrier estimation
MPSK modulated signal
