DocumentCode :
3128016
Title :
An algorithm for joint angle and frequency estimation in colored noise
Author :
Zhi-cheng, Zhang ; Yao-wu, Shi ; Hui, Zhang
Author_Institution :
Sch. of Commun. Eng., Jilin Univ., Changchun, China
Volume :
2
fYear :
2011
fDate :
4-7 Aug. 2011
Firstpage :
219
Lastpage :
222
Abstract :
In this paper, we consider the problem of simultaneously estimating the directions and frequencies of multiple signal sources arriving in an antenna array. We present an algorithm for joint angle-frequency estimation in colored noise. Through a special state-space model, we transfer the parameters estimated into system matrices of the state-space model. Constitute cross third-order cumulant to restrain Gaussian colored noise through auxiliary matrix. Then we use subspace method to get the estimation of the system matrices. The computational complexity of the algorithm is comparatively small compared with other joint estimation algorithms. The parameters estimated can be paired automatically moreover. Simulation results are presented to demonstrate the effectiveness of the algorithm.
Keywords :
Gaussian noise; antenna arrays; direction-of-arrival estimation; frequency estimation; matrix algebra; signal sources; Gaussian colored noise; angle-frequency estimation; antenna array; auxiliary matrix; multiple signal sources; state-space model; system matrices; Colored noise; Direction of arrival estimation; Estimation; Frequency estimation; Gaussian noise; Joints; DOA estimation; frequency estimation; joint estimation; state-space model; third-order cumulant;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Uncertainty Reasoning and Knowledge Engineering (URKE), 2011 International Conference on
Conference_Location :
Bali
Print_ISBN :
978-1-4244-9985-4
Electronic_ISBN :
978-1-4244-9984-7
Type :
conf
DOI :
10.1109/URKE.2011.6007875
Filename :
6007875
Link To Document :
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