Title :
Polarization sensitive PARAFAC beamforming for near-field/far-field signals using co-centered orthogonal loop and dipole pairs
Author :
Yougen Xu ; Jingyan Ma ; Zhiwen Liu
Author_Institution :
Sch. of Inf. & Electron., Beijing Inst. of Technol., Beijing, China
Abstract :
A parallel factor analysis (PARAFAC) based beamformer using a polarization sensitive array of co-centered orthogonal loop and dipole (COLD) vector antennas is proposed for near-field or far-field source signals. While joint suppression of the interferences in the direction, polarization, and range domains is achieved, the beamformer needs only one of the following source knowledge (maybe inaccurate) about signal of interest (SOI): direction, polarization, and range. The beamformer is robust to the error in the sample estimates of SOI steering vector and array covariance matrix via eigenvalue smoothing regularization. A minimum mean squared error criterion for choosing adaptively the regularization factor in eigenvalue smoothing is also presented for noncircular SOI. Simulation results are included to illustrate the performance of the proposed beamformer.
Keywords :
array signal processing; covariance matrices; dipole antenna arrays; interference suppression; least mean squares methods; COLD vector antennas; SOI steering vector; array covariance matrix; cocentered orthogonal loop; cocentered orthogonal loop and dipole vector antennas; dipole pairs; eigenvalue smoothing regularization; far-field source signals; joint interference suppression; minimum mean squared error criterion; near-field source signals; noncircular SOI; parallel factor analysis; polarization sensitive PARAFAC beamforming; polarization sensitive array; regularization factor; signal of interest; Array signal processing; Arrays; Dipole antennas; Eigenvalues and eigenfunctions; Interference; Vectors; Array signal processing; COLD vector antenna; near-field; noncircular; polarization sensitive array;
Conference_Titel :
Signal and Information Processing (ChinaSIP), 2013 IEEE China Summit & International Conference on
Conference_Location :
Beijing
DOI :
10.1109/ChinaSIP.2013.6625415