Title :
Cramér-rao bound of the direction-of-arrival estimation using a spatially spread electromagnetic vector-sensor
Author_Institution :
Dept. of Electron. & Inf. Eng., Hong Kong Polytech. Univ., Kowloon, China
Abstract :
A new spatially-spread electromagnetic vector-sensor consisting of six non-collocating dipoles / loops is proposed in [1] to (i) reduce the mutual coupling across antennas, (ii) adopt the Poynting-vector estimator to estimate the direction-of-arrival of the source, and (iii) improve the direction-finding accuracy by extending the spatial aperture. The improvement in estimation accuracy was characterized by the Cramér-Rao bound for one pure-tone signal in [1]. In contrast, this paper will derive a new Cramér-Rao bound by modeling the incident source as a zero-mean complex Gaussian random sequence. This signal model is applicable when there is no prior knowledge of the incident source´s time-frequency structure.
Keywords :
direction-of-arrival estimation; random sequences; Cramer-Rao bound; Poynting-vector estimator; antennas; direction-of-arrival estimation; mutual coupling; noncollocating dipoles; pure-tone signal; signal model; spatially spread electromagnetic vector-sensor; zero-mean complex Gaussian random sequence; AWGN; Arrays; Electromagnetics; Equations; Estimation; Mathematical model; Antenna array mutual coupling; aperture antennas; array signal processing; direction of arrival estimation; nonuniformly spaced arrays; polarization;
Conference_Titel :
Statistical Signal Processing Workshop (SSP), 2011 IEEE
Conference_Location :
Nice
Print_ISBN :
978-1-4577-0569-4
DOI :
10.1109/SSP.2011.5967658