Title :
Performance analysis of the MUSIC and Pencil-MUSIC algorithms for diversely polarized array
Author :
Cheng, Qi ; Hua, Yingbo
Author_Institution :
Dept. of Electr. & Electron. Eng., Melbourne Univ., Parkville, Vic., Australia
fDate :
11/1/1994 12:00:00 AM
Abstract :
This paper presents an asymptotical analysis of the MUSIC and Pencil-MUSIC methods for estimating 2-D angles and polarizations using crossed dipoles. The explicit first order expressions for the variances of the MUSIC and Pencil-MUSIC estimates are derived. Both the theoretical and simulation results are used to analyze and compare the performances of the MUSIC and Pencil-MUSIC methods. A number of new insights into the two methods are revealed. In particular, the MUSIC and Pencil-MUSIC methods are shown to have comparable performances near the Cramer-Rao bound, although the latter is much more efficient in computation than the former
Keywords :
dipole antenna arrays; direction-of-arrival estimation; electromagnetic wave polarisation; 2-D angles estimation; Cramer-Rao bound; MUSIC algorithm; Pencil-MUSIC algorithm; asymptotical analysis; crossed dipoles; diversely polarized array; first order expressions; performance analysis; simulation results; variances; Algorithm design and analysis; Analytical models; Australia; Eigenvalues and eigenfunctions; Multiple signal classification; Performance analysis; Polarization; Polynomials; State estimation; State-space methods;
Journal_Title :
Signal Processing, IEEE Transactions on