Title :
An Effective Method of Joint DOA-delay Estimation for Coherent Space-Time Distributed Signals
Author :
Jiang Yang ; Hao Li ; Wei Zhang
Author_Institution :
Res. Inst. of Electron. Sci. & Technol., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
In this paper, an effective method based on propagator method (PM) is proposed to jointly estimate the directions of arrival (DOA) and the propagation delays of a wireless multipath channel, using a uniform linear array. The proposed method builds the spatial propagator by the channel estimation matrix to estimate the center DOA and angular spread by constructing two-dimensional (2D) searching spatial spectrum. Similarly, we can build the time-delay propagator by the channel estimation matrix to estimate the center time-delay and delay spread by constructing two-dimensional (2D) searching delay spectrum. Compared with some existing techniques, our approach doesn´t need eigenvalue decomposition of the sample covariance matrix and requires a much lower computational complexity. The computer simulation shows that the proposed methods can effectively estimate the coherent distributed source of space-time parameters, restrain the influence of distribution extension and has good performance.
Keywords :
channel estimation; computational complexity; covariance matrices; direction-of-arrival estimation; multipath channels; PM; channel estimation matrix; computational complexity; covariance matrix; directions of arrival; eigenvalue decomposition; joint DOA-delay estimation; propagator method; space-time distributed signals; two-dimensional searching spatial spectrum; uniform linear array; wireless multipath channel; Channel estimation; Covariance matrices; Delays; Direction-of-arrival estimation; Estimation; Joints; Wireless communication; direction of arrival (DOA); propagator method; smart antenna; wireless communication;
Conference_Titel :
Computational Intelligence and Design (ISCID), 2014 Seventh International Symposium on
Print_ISBN :
978-1-4799-7004-9
DOI :
10.1109/ISCID.2014.255