Title :
Direction-of-arrival estimation for spatially non-symmetric distributed sources
Author :
Kikuchi, Shohei ; Tsuji, Hiroyuki ; Sano, Akira
Author_Institution :
Sch. of Integrated Design Eng., Keio Univ., Yokohama, Japan
Abstract :
We propose a novel direction-of-arrival (DOA) estimation method, which uses sensors of the receiving array, for spatially non-symmetric distributed sources characterized by multipath fading. Specifically, the probability density function (PDF) of a non-symmetric distribution is modeled as the summation of two Gaussian PDFs. The proposed algorithm is based on a covariance fitting and accurately estimates the DOA for a non-symmetrically distributed source by determining the scaling ratio between the two Gaussians. Furthermore, the degree of angular spread is also evaluated by using these estimated parameters.
Keywords :
Gaussian distribution; antenna arrays; antenna theory; array signal processing; covariance matrices; direction-of-arrival estimation; fading channels; multipath channels; probability; receiving antennas; DOA; Gaussian PDF; angular spread degree; covariance fitting; direction-of-arrival estimation; multipath fading; parameter estimation; probability density function; receiving array sensor; scaling ratio; spatial nonsymmetric distributed source; Direction of arrival estimation; Fading; Gaussian distribution; Mobile communication; Power distribution; Ray tracing; Scattering; Sensor arrays; Sensor phenomena and characterization; Symmetric matrices;
Conference_Titel :
Sensor Array and Multichannel Signal Processing Workshop Proceedings, 2004
Print_ISBN :
0-7803-8545-4
DOI :
10.1109/SAM.2004.1503017