Title :
Opportunistic beamforming with precoding for spatially correlated channels
Author :
Al-Naffouri, Tareq Y. ; El-Tayeb, Mohamed E.
Author_Institution :
Electr. Eng. Dept., King Fahd Univ. of Pet. & Miner., Dhahran
Abstract :
Random beamforming (RBF) exploits multiuser diversity to increase the sum-rate capacity of MIMO broadcast channels. However, in the presence of spatial correlation between the downlink channels, multiuser diversity can not be exploited and the sum-rate suffers a signal to noise (SNR) hit. In this paper, we explore precoding techniques that minimize this hit. Basically, we derive an optimum and an approximate precoding matrix that minimizes the sum-rate hit of RBF. As a by product, we introduce a technique that evaluates the cumulative distribution function (CDF) of weighted norms of Gaussian random variables.
Keywords :
Gaussian channels; MIMO communication; antenna arrays; array signal processing; broadcast channels; channel capacity; channel coding; correlation methods; higher order statistics; matrix algebra; multiuser channels; precoding; random processes; wireless channels; CDF scheme; Gaussian random variable; MIMO broadcast channel; approximate precoding matrix; cumulative distribution function; downlink channel; multiple antenna; multiuser diversity; precoding technique; random beamforming; spatially correlated channel; sum-rate capacity; wireless system; Array signal processing; Broadcasting; Covariance matrix; Feedback; MIMO; Minerals; Petroleum; Random variables; Receiving antennas; Transmitting antennas;
Conference_Titel :
Information Theory, 2009. CWIT 2009. 11th Canadian Workshop on
Conference_Location :
Ottawa, ON
Print_ISBN :
978-1-4244-3400-8
Electronic_ISBN :
978-1-4244-3401-5
DOI :
10.1109/CWIT.2009.5069522