Title :
Novel multirate processing of beamspace noise eigenvectors
Author :
Zoltowski, Michael D. ; Kautz, Gregory M.
Author_Institution :
Sch. of Electr. Eng., Purdue Univ., West Lafayette, IN, USA
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 broad-side, the telescoped noise eigenvector may be decimated yielding a small order polynomial 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 transformation to be applied to the beamspace noise eigenvectors
Keywords :
antenna radiation patterns; array signal processing; eigenvalues and eigenfunctions; filtering theory; linear antenna arrays; low-pass filters; noise; spectral analysis; MUSIC spectrum; Root-MUSIC; antenna array; bandpass spectrum; beamformers; beamspace noise eigenvectors; decimation factor; filtering; in-band source s; in-band sources; low cost algorithm; lowpass filter; modulation; multirate processing; out-of-band response; polynomial; signal roots separation; telescoped noise eigenvector; uniform linear array; Costs; Filtering algorithms; Filters; Frequency; Linearity; Multiple signal classification; Niobium; Optical modulation; Polynomials; Symmetric matrices;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1994. ICASSP-94., 1994 IEEE International Conference on
Conference_Location :
Adelaide, SA
Print_ISBN :
0-7803-1775-0
DOI :
10.1109/ICASSP.1994.389864