標題: Modelling and Estimation of Correlated MIMO-OFDM Fading Channels
作者: Cheng, Chien-Chun
Chen, Yen-Chih
Su, Yu T.
傳播研究所
Institute of Communication Studies
公開日期: 2011
摘要: This paper presents a general reduced-rank channel model and a corresponding low-complexity estimation scheme for wideband spatial-correlated multiple-input multiple-output (MIMO) systems. We focus on orthogonal frequency division multiplex (OFDM) based systems. The proposed reduced-rank model is useful for many post-channel-estimation applications such as channel state information (CSI) feedback, precoder design and user/channel selection. Our work is an extension of an earlier investigation on narrowband MIMO channels. Like the narrowband case, the proposed wide-band channel estimator also offer the advantage of rendering both channel coefficients and mean angle of departure (AoD) simultaneously. By exploiting the time, frequency, and spatial correlations of the channel and with continuous-type pilot symbols, we found that, even with as high as a compression ratio of 1%, our channel estimator is capable of maintaining an acceptable mean squared errors (MSE) in highly correlated environments. Both mathematical analysis and computer simulation, based on some industry-approved standard channel models, indicate that our algorithm outperform the conventional least-square estimator within most range of interest.
URI: http://hdl.handle.net/11536/14855
ISBN: 978-1-61284-233-2
ISSN: 1550-3607
期刊: 2011 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC)
顯示於類別:會議論文