Title :
Improved Opportunistic Beamforming in Ricean Channels
Author :
Kim, Il-Min ; Yi, Zhihang ; Kim, Dongwoo ; Chung, Wonsuk
Author_Institution :
Dept. of Electr. & Comput. Eng., Queen´´s Univ., Kingston, Ont.
Abstract :
In order to improve the performance of opportunistic beamforming in Ricean channels, we propose an improved opportunistic beamforming scheme which forms beams intelligently to the users. First, a new concept of the generalized Ricean distribution is introduced. On the basis of this theory, we propose a maximum-likelihood (ML) estimator of the directions of arrival of the users, and we derive the Cramer-Rao lower bound to evaluate the performance of the ML estimator. Furthermore, the generalized Ricean K-factors are estimated by a moment-based method. With the same pilot overhead in the downlink and with the same feedback overhead in the uplink, the improved scheme considerably outperforms conventional opportunistic beamforming
Keywords :
Array signal processing; Base stations; Data communication; Direction of arrival estimation; Downlink; Fading; Feedback; Maximum likelihood estimation; Throughput; Wireless communication; Cramer–Rao lower bound (CRLB); direction of arrival (DOA); multiuser diversity; opportunistic beamforming;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2006.884851