DocumentCode :
604365
Title :
A new 5-D parameters joint estimation method for near field sources
Author :
Liguo Wang
Author_Institution :
Coll. of Inf. & Technol., Beihua Univ., Jilin, China
fYear :
2012
fDate :
29-31 Dec. 2012
Firstpage :
325
Lastpage :
330
Abstract :
A new method is presented to estimate range, elevation, azimuth and polarization parameters for near-field sources based on the second order statistics. The algorithm adopts centro-symmetric cross polarization sensitive array, every sensor consists of orthogonal dipole-pairs with the same coordinate axis direction, constructs eight second order statistics matrixes by receiving polarized data. According to the tripartite relationships among subspace matrixes, eigenvalue of the matrix and the eigenvector of opposition the eigenvalue, the method estimate the 5-D parameters of near field sources utilizing the subspace decompositions method and total least squares method. Its characteristics are not require any spectral peak search, have high estimation accuracy, low computational complexity, and need once parameter pairing only. It can be applied to additive Gaussian noise environment. The performance of the proposed method is verified by computer simulations.
Keywords :
Gaussian processes; array signal processing; computational complexity; eigenvalues and eigenfunctions; least squares approximations; matrix algebra; parameter estimation; polarisation; sensors; statistical analysis; 5D parameter joint estimation method; additive Gaussian noise environment; azimuth parameter estimation; centro-symmetric cross-polarization sensitive array; computational complexity; computer simulations; coordinate axis direction; elevation parameter estimation; near-field sources; orthogonal dipole-pairs; polarization parameter estimation; polarized data; range parameter estimation; second-order statistics matrix eigenvalue; sensors; subspace decomposition method; subspace matrixes; total least squares method; tripartite relationships; azimuth estimate; elevation estimate; polarization sensitive array; range estimate; second order statistics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Science and Network Technology (ICCSNT), 2012 2nd International Conference on
Conference_Location :
Changchun
Print_ISBN :
978-1-4673-2963-7
Type :
conf
DOI :
10.1109/ICCSNT.2012.6525948
Filename :
6525948
Link To Document :
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