Title :
On asymptotic capacity of coordinated multi-point MIMO channels with spatial correlation and LOS
Author :
Zhang, Jun ; Wen, Chao-Kai ; Jin, Shi ; Gao, Xiqi ; Wong, Kai-Kit
Author_Institution :
Nat. Mobile Commun. Res. Lab., Southeast Univ., Nanjing, China
Abstract :
In this paper, we focus on a general coordinated multi-point (CoMP) multiple input multiple-output (MIMO) system consisting of multiple users and multiple base stations (BSs) equipped with multiple antennas, respectively. An asymptotic ergodic mutual information expression and the capacity-achieving input covariance matrices for the system are derived employing novel techniques from large dimensional random matrix theory (RMT). The asymptotic regime is based on the assumption that the numbers of antennas at the transmitter and receiver approach to infinity with a fixed ratio. Our contributions are to extend the previous results to the general channel model with two-sided spatial correlation and line-of-sight (LOS), in which the transmit and receive correlation matrices are both generally nonnegative definite and the channel entries are non-Gaussian distributed. Simulations show that the asymptotic capacity is accurate even for finite number of antenna and invariant to all types of fading distribution.
Keywords :
MIMO communication; antenna arrays; radio receivers; radio transmitters; receiving antennas; telecommunication channels; transmitting antennas; CoMP; LOS; RMT; antenna finite number; asymptotic capacity; asymptotic ergodic mutual information expression; capacity-achieving input covariance matrices; channel entries; coordinated multipoint MIMO channels; fading distribution; input multiple multiple-output system; large dimensional random matrix theory; line-of-sight; multiple antennas; multiple base stations; multiple users; receiver; transmitter; two-sided spatial correlation; Antennas; Correlation; Covariance matrix; Fading; MIMO; Mutual information; Optimization;
Conference_Titel :
Information Theory Proceedings (ISIT), 2012 IEEE International Symposium on
Conference_Location :
Cambridge, MA
Print_ISBN :
978-1-4673-2580-6
Electronic_ISBN :
2157-8095
DOI :
10.1109/ISIT.2012.6283568