Title :
A Reduced Feedback Precoder for MIMO-OFDM Cooperative Diversity Systems
Author :
Kim, Kyeong Jin ; Fan, Yijia ; Iltis, Ronald A. ; Poor, H. Vincent ; Lee, Moon Ho
Author_Institution :
Inha Univ., Incheon, South Korea
Abstract :
A new precoder that reduces the feedback overhead in an orthogonal frequency-division multiplexing (OFDM)-based relay network is proposed. A joint singular value decomposition (SVD) and QR decomposition is employed on the source-destination link and the source-relay-destination link. Using the proposed precoder, only one precoding matrix needs to be fed back, independent of the total number of subcarriers. Kernel density estimation is applied to determine approximate forms of unknown distributions of the end-to-end effective channel powers obtained by this precoder. Using approximated probability density functions (pdfs) for these effective channel powers, closed-form expressions for the link achievable average sum-rate and the outage probability can be derived and then their accuracies verified via Monte Carlo simulations. The achievable sum-rates are also compared with that of SVD-based precoders and for varying codebook size.
Keywords :
MIMO communication; Monte Carlo methods; OFDM modulation; approximation theory; matrix algebra; precoding; probability; singular value decomposition; Kernel density estimation; MIMO-OFDM cooperative diversity systems; Monte Carlo simulations; OFDM-based relay network; PDF; QR decomposition; SVD-based precoders; approximated probability density functions; closed-form expressions; end-to-end effective channel power; orthogonal frequency-division multiplexing-based relay network; outage probability; precoding matrix; reduced feedback precoder; singular value decomposition; source-relay-destination link; Estimation; Joints; Kernel; OFDM; Probability density function; Relays; Vectors; Achievable average sum-rate; Grassmannian codebook; QR decomposition (QRD); cooperative relay network; kernel density estimation (KDE); multiple-input–multiple-output–orthogonal frequency-division multiplexing (MIMO-OFDM) feedback overhead; outage probability; precoder; two-hop amplify-and-forward (AF) protocol;
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2011.2181548