Title :
Linear independence of steering vectors of an electromagnetic vector sensor
Author :
Tan, Kah-Chye ; Ho, Kwok-Chiang ; Nehorai, Arye
Author_Institution :
Centre for Signal Process., Nanyang Technol. Univ., Singapore
fDate :
12/1/1996 12:00:00 AM
Abstract :
We investigate linear independence of steering vectors of one electromagnetic vector sensor. We show that every three steering vectors with distinct directions of arrival (DOAs) are linearly independent. We also show that four steering vectors with distinct DOAs are linearly independent if the ellipticity angles of the signals associated with any two of the four steering vectors are distinct. Moreover, every four steering vectors corresponding to circularly polarized signals with the same spin direction are linearly dependent. We then establish that five steering vectors are linearly independent if exactly two or three of them correspond to circularly polarized signals with the same spin direction. Finally, we demonstrate that given any five steering vectors, then for any DOA there exists a steering vector that is linearly dependent on the five steering vectors
Keywords :
direction-of-arrival estimation; electric sensing devices; electromagnetic devices; electromagnetic wave polarisation; magnetic sensors; vectors; DOA; circularly polarized signals; directions of arrival; electromagnetic vector sensor; ellipticity angles; linear independence; linearly dependent steering vectors; spin direction; Delay estimation; Direction of arrival estimation; Electric variables measurement; Electromagnetic wave polarization; Magnetic field measurement; Magnetic sensors; Phased arrays; Sensor arrays; Signal processing algorithms; Vectors;
Journal_Title :
Signal Processing, IEEE Transactions on