DocumentCode :
2366862
Title :
Resolution of discrete Time Fourier transition and extension of uniform linear array algorithm for direction of arriving estimation
Author :
Yuan, Youchen ; Wang, Yansheng ; Liu, Jun ; Lv, Yongdong
Author_Institution :
Coll. of Autom. & Electron. Eng. (CAEE), Qingdao Univ. of Sci. & Technol. (QUST), Qingdao, China
fYear :
2010
fDate :
4-7 Aug. 2010
Firstpage :
1874
Lastpage :
1879
Abstract :
The paper describes that for a uniform linear array (ULA), discrete Time Fourier transform (DTFT) based direction of arrival (DOA) estimation relies on knowledge of the power spectral density (PSD). Discrete Fourier transform (DFT) with zero padding follows DTFT algorithm, which finally reaches resolution of space frequency. We present a novel approach for signal tracking, which updates the signal PSD for each DTFT coefficient in the presence of both signal and noise. This method is based on the eigenvalue decomposition of correlation matrices that are constructed from snapshots of time series of array sensors. The Extended ULA method proposed in this paper has high resolution to much closed plain wave signals of DOA.
Keywords :
direction-of-arrival estimation; discrete Fourier transforms; eigenvalues and eigenfunctions; matrix decomposition; spectral analysis; time series; array sensors; correlation matrix; direction of arrival estimation; direction of arriving estimation; discrete time Fourier transform; discrete time Fourier transition; eigenvalue decomposition; power spectral density; signal tracking; space frequency; time series; uniform linear array algorithm; zero padding; Discrete Fourier transforms; Eigenvalues and eigenfunctions; Estimation; Noise; Sensor arrays;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mechatronics and Automation (ICMA), 2010 International Conference on
Conference_Location :
Xi´an
ISSN :
2152-7431
Print_ISBN :
978-1-4244-5140-1
Electronic_ISBN :
2152-7431
Type :
conf
DOI :
10.1109/ICMA.2010.5588887
Filename :
5588887
Link To Document :
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