Title :
A study of the resolvability of vector-sensor array in direction-of-arrival estimation
Author :
Ho, Kwok-Chiang ; Tan, Kah-Chye ; Ser, Wee
Author_Institution :
Defence Sci. Organ., Singapore
Abstract :
We first study a theorem on the relationship among linear dependence of steering vectors, correlation among signals, and the number of signals whose DOAs are uniquely determinable, derived by Wax et al. (1989) and Nehorai et al. (see Signal Proc., vol.10, no.3, p.327-342, 1991) for a class of scalar-sensor arrays. We then extend the theorem to include all scalar-sensor arrays, as well as vector-sensor arrays. Subsequently, we show that the DOAs of 2 uncorrelated signals can be uniquely determined with one electromagnetic vector sensor. However, it may be impossible to determine uniquely the DOAs of 2 fully correlated signals. Finally, we establish a relationship between uniqueness in measurements and uniqueness in MUSIC estimates, and conduct DOA estimation experiments using MUSIC to gain a feel of the reliability of our theoretical prediction
Keywords :
correlation methods; direction-of-arrival estimation; signal resolution; vectors; DOA estimation experiments; MUSIC estimates; correlation; direction-of-arrival estimation; electromagnetic vector sensor; linear dependence; measurements; reliability; resolvability; scalar-sensor arrays; steering vectors; uncorrelated signals; uniqueness; vector-sensor array; Azimuth; Data models; Direction of arrival estimation; Electromagnetic measurements; Magnetic field measurement; Magnetic sensors; Multiple signal classification; Reliability theory; Sensor arrays; Vectors;
Conference_Titel :
Singapore ICCS '94. Conference Proceedings.
Print_ISBN :
0-7803-2046-8
DOI :
10.1109/ICCS.1994.474112