Title :
High-resolution phased array signal processing via DFT beamspace TLS-ESPRIT with structure weighting
Author :
Vasylyshyn, Volodymyr I.
Author_Institution :
Kharkov Air Force Inst., Ukraine
Abstract :
A new algorithm, DFT beamspace TLS-ESPRIT with structure weighting is presented. The proposed algorithm provides closed-form estimates of the directions-of-arrival (DOAs) of signals impinging on a uniform linear array (ULA). DFT beamspace TLS-ESPRIT with structure weighting outperforms DFT beamspace TLS-ESPRIT in terms of estimation accuracy, mainly at small and mean values of SNR, and conserves the low computational complexity of the latter algorithm. Improvement of performance is conditioned by exploiting structure (row) weighting method. Distinctions in realization of structure weighting in beamspace as compared to element space are noted. The performance of the proposed algorithm is evaluated by computer simulation, verifying its statistical efficiency.
Keywords :
array signal processing; computational complexity; direction-of-arrival estimation; discrete Fourier transforms; invariance; signal resolution; DFT beamspace; TLS-ESPRIT; computational complexity; directions-of-arrival estimation; discrete Fourier transform; phased array signal processing; rotational invariance techniques; signal parameters estimation; structure weighting; uniform linear array; Antenna arrays; Array signal processing; Computer simulation; Covariance matrix; Digital signal processing; Direction of arrival estimation; Discrete Fourier transforms; Phased arrays; Radar signal processing; Signal processing algorithms;
Conference_Titel :
Phased Array Systems and Technology, 2003. IEEE International Symposium on
Print_ISBN :
0-7803-7827-X
DOI :
10.1109/PAST.2003.1257049