Title :
Novel multirate processing of beamspace noise eigenvectors
Author :
Zoltowski, Michael D. ; Krogmeier, James V. ; Kautz, Gregory M.
Author_Institution :
Sch. of Electr. Eng., Purdue Univ., West Lafayette, IN, USA
fDate :
5/1/1994 12:00:00 AM
Abstract :
A novel implementation of Root-MUSIC is introduced based on the observation that the MUSIC null spectrum created with a beamspace noise eigenvector is bandpass exhibiting nulls at the locations of in-band sources. Thus, after telescoping to element space and modulating to broadside, the telescoped noise eigenvector may be decimated yielding a small order polynominal with the separation between signal roots increased by the decimation factor. Depending on the out-of-band response of the beamformers, the telescoped noise eigenvector may be passed through a lowpass filter prior to decimation to preserve in-band source nulls. A low cost algorithm is realized by invoking linearity and performing the modulation, filtering, and decimation operations a priori on the beamformers yielding a simple transformation to be applied to the beamspace noise eigenvectors.<>
Keywords :
array signal processing; eigenvalues and eigenfunctions; filtering and prediction theory; modulation; noise; Root-MUSIC; beamspace noise eigenvectors; broadside; decimation factor; element space; filtering; in-band sources; linear arrays; low cost algorithm; lowpass filter; modulation; multirate processing; null spectrum; out-of-band response; polynominal; signal roots; telescoped noise eigenvector; Costs; Filtering algorithms; Filters; Linear antenna arrays; Linearity; Multiple signal classification; Niobium; Optical modulation; Polynomials; Signal processing algorithms;
Journal_Title :
Signal Processing Letters, IEEE