Title :
Fast root-MUSIC for arbitrary arrays
Author :
Zhuang, Jun ; Li, Wenyuan ; Manikas, Athanassios
Author_Institution :
Dept. of Electr. & Electron. Eng., Imperial Coll. London, London, UK
Abstract :
By using the manifold separation techniques, root-MUSIC designed for uniform linear arrays has been extended to arbitrary geometries at the cost of increased computational complexity. A fast algorithm is proposed that exploits the Laurent structure of the polynomial to conduct fast spectral factorisation via the Schur algorithm. Then Arnoldi iteration is employed to compute only a few of the largest eigenvalues. This implies that a large number of the unwanted eigenvalues (or roots) are exempt from the calculation and therefore the computational complexity is reduced significantly.
Keywords :
array signal processing; computational complexity; eigenvalues and eigenfunctions; iterative methods; polynomials; Arnoldi iteration; Schur algorithm; arbitrary array; arbitrary geometry; computational complexity; eigenvalues; fast root-MUSIC; manifold separation technique; polynomial Laurent structure; spectral factorisation; uniform linear array;
Journal_Title :
Electronics Letters
DOI :
10.1049/el.2010.2778