Title :
DOA estimation under unknown mutual coupling and multipath
Author :
Bao, Qiming ; Ko, C.C. ; Zhi, Wanjun
Author_Institution :
Dept. of Electr. & Comput. Eng., Singapore Nat. Univ., Singapore
fDate :
4/1/2005 12:00:00 AM
Abstract :
We propose a new method for direction of arrival (DOA) estimation in the presence of multipath propagation and mutual coupling for a frequency hopping (FH) system. With the use of pilot symbols and assuming perfect time-frequency synchronization for a linear array, we take mutual coupling and multipath propagation into account, and derive a maximum likelihood (ML) estimator for both the mutual coupling matrix and DOA estimation. We then formulate an iterative alternating minimization (AM) algorithm for finding the mutual coupling and DOA parameters in an alternate manner. Simulation results illustrating the performance of the algorithm and comparison with the Cramer-Rao bound (CRB) are also presented.
Keywords :
direction-of-arrival estimation; electromagnetic coupling; frequency hop communication; linear antenna arrays; maximum likelihood estimation; multipath channels; synchronisation; AM algorithm; CRB; Cramer-Rao bound; DOA estimation; DOA parameters; FH system; direction of arrival; frequency hopping; iterative alternating minimization; linear array; maximum likelihood estimator; multipath propagation; mutual coupling matrix; time-frequency synchronization; Direction of arrival estimation; Frequency estimation; Frequency synchronization; Iterative algorithms; Maximum likelihood estimation; Minimization methods; Multiple signal classification; Mutual coupling; Signal processing algorithms; Time frequency analysis;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
DOI :
10.1109/TAES.2005.1468748