Title :
Lp estimation techniques applied to multiple emitter location
Author :
Kriel, Charles W. ; Yarlagadda, Rao
Author_Institution :
Sch. of Electr. & Comput. Eng., Oklahoma State Univ., Stillwater, OK, USA
Abstract :
The application of Lp-norm-based estimation techniques to beamforming using the MUSIC algorithm is addressed. An expression is developed for direction-of-arrival (DOA) estimates that minimizes a sum of terms to the pth power, where p may assume values other than 2 (least squares). Additionally, an iterative technique is proposed whereby the effects of previously estimated directions of arrival can be removed from or reduced in DOA spectra, providing the opportunity to resolve arriving waves that were not resolved in the original spectra. Finally, an objective measure of DOA spectrum peak sharpness is presented, which may be used to select among candidate values of p for Lp-norm estimation, and which in some cases provides a means for determining which spectrum peaks correspond to actual arriving waves
Keywords :
antenna radiation patterns; radio direction-finding; spectral analysis; DOA spectrum peak sharpness; Lp-norm-based estimation techniques; MUSIC algorithm; beamforming; direction-of-arrival estimates; iterative technique; multiple emitter location; objective measure; spectral analysis; Antenna arrays; Array signal processing; Covariance matrix; Direction of arrival estimation; Directive antennas; Eigenvalues and eigenfunctions; Gaussian noise; Least squares approximation; Multiple signal classification; Narrowband;
Conference_Titel :
Spectrum Estimation and Modeling, 1988., Fourth Annual ASSP Workshop on
Conference_Location :
Minneapolis, MN
DOI :
10.1109/SPECT.1988.206216