An efficient forth order system identification (fosi) algorithm utilizing the joint diagonai,ization procedure

被引:8
作者
Belouchrani, A [1 ]
Derras, B [1 ]
机构
[1] Ecole Natl Polytech, Dept Elect Engn, Algiers 16200, Algeria
来源
PROCEEDINGS OF THE TENTH IEEE WORKSHOP ON STATISTICAL SIGNAL AND ARRAY PROCESSING | 2000年
关键词
D O I
10.1109/SSAP.2000.870200
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 [电气工程]; 0809 [电子科学与技术];
摘要
This paper introduces a new linear algebraic method for blind identification of a nonminimum phase FIR system. The proposed approach relies only on stationary fourth order statistics and is based on the 'joint diagonalization' of a set of fourth-order cumulant matrices. Its performance is illustrated via some numerical examples. Further this method turns out to overcome the problem of having some zero taps in the system impulse response.
引用
收藏
页码:621 / 625
页数:5
相关论文
共 14 条
[1]
ABEDMERAIM K, 1996, IEEE P ICASSP ATL US
[2]
Time-frequency MUSIC [J].
Belouchrani, A ;
Amin, MG .
IEEE SIGNAL PROCESSING LETTERS, 1999, 6 (05) :109-110
[3]
A blind source separation technique using second-order statistics [J].
Belouchrani, A ;
AbedMeraim, K ;
Cardoso, JF ;
Moulines, E .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1997, 45 (02) :434-444
[4]
Belouchrani A, 1998, IEEE T SIGNAL PROCES, V46, P2888, DOI 10.1109/78.726803
[5]
Direction finding in correlated noise fields based on joint block-diagonalization of spatio-temporal correlation matrices [J].
Belouchrani, A ;
Amin, MG ;
AbedMeraim, K .
IEEE SIGNAL PROCESSING LETTERS, 1997, 4 (09) :266-268
[6]
BELOUCHRANI A, 1997, IEEE P ICASSP GERM A
[7]
BELOUCHRANI A, 1998, J MULTIDIMENSIONAL S
[8]
BELOUCHRANI A, 1998, P ISPACS MELB AUSTR
[9]
Donoho D., 1981, Applied Time Series Analysis, VII, P565
[10]
Golub G. H., 2013, Matrix Computations