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一种基于FFT低复杂度的信道盲辨识算法
引用本文:孙有铭,刘洛琨,杨正举,郭虹.一种基于FFT低复杂度的信道盲辨识算法[J].数据采集与处理,2014,29(3):378-383.
作者姓名:孙有铭  刘洛琨  杨正举  郭虹
作者单位:解放军信息工程大学信息系统工程学院
摘    要:提出了一种适用于短突发信号的低复杂度基于FFT的信道盲辨识算法。算法基于MCR(minimum cross-relation)算法只需最小冗余度信息可求解出信道向量的特性,通过将其建立的线性方程经过FFT变换后再求解信道向量,并结合算法中的矩阵 的秩信息提出了一种快速阶数估计算法。仿真表明,该算法既克服了传统辨识算法对于短突发观测数据下性能不佳的缺点,又降低了原有基于FFT的信道盲辨识算法的复杂度和提升其对阶数的鲁棒性。

关 键 词:信道盲辨识  MCR  FFT变换  短突发信号  阶数估计

Low computational complexity FFT-based Blind Channel Identification Algorithm
Sun Youming,Liu Luokun,Yang Zhengju,Guo Hong.Low computational complexity FFT-based Blind Channel Identification Algorithm[J].Journal of Data Acquisition & Processing,2014,29(3):378-383.
Authors:Sun Youming  Liu Luokun  Yang Zhengju  Guo Hong
Affiliation:Institute of Information System Engineering, The PLA Information Engineering U niversit y
Abstract:A low computational complexity blind channel identification algorithm based on FFT was proposed for short burst signal. This algorithm was expoliting the property of the MCR algorithm only requiring minimum redundancy information to obtain the channel vector,then made the linear equations established by MCR algorithm through FFT to get the channel vector, a fast order estimation algorithm was proposed by expoliting the rank information of matrix .The simulation proved that the proposed algorithm could overcome the shortcoming of the traditional identification algorithms in condition of small observed data and reduce the computational complexity of the original FFT-based algorithm with improved robustness to order.
Keywords:Blind channel identification  MCR  FFT  Short burst signal  Order estimation
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