Title :
Channel modelling of MU-MIMO systems by quaternionic free probability
Author :
Muller, Rafael Rios ; Cakmak, Burak
Author_Institution :
Dept. of Electron. & Telecommun., Norwegian Univ. of Sci. & Technol., Trondheim, Norway
Abstract :
This paper studies the asymptotic eigenvalue distribution (AED) and the mutual information of a multiuser (MU) multiple-input multiple output (MIMO) channel with a certain fraction of users experiencing line-of-sight. It shows that the AED of the channel matrix decomposes into two separate bulks for practically relevant parameter choices and differs very much from the common assumption of independent identically distributed (iid) entries which induces the quarter circle law. This happens even without antenna correlation at either side of the channel. In order to tackle this problem the paper makes use of recent developments in free probability theory which allow to deal with complex-valued eigenvalue distributions of non-Hermitian matrices by means of quaternions.
Keywords :
Hermitian matrices; MIMO communication; antenna arrays; eigenvalues and eigenfunctions; probability; wireless channels; AED; MU-MIMO system; asymptotic eigenvalue distribution; channel antenna correlation; channel matrix decomposition; channel modelling; complex-valued eigenvalue distribution; iid entry; independent identically distributed entry; multiple-input multiple output channel; multiuser channel; mutual information; nonHermitian matrices; quarter circle law; quaternionic free probability theory; Eigenvalues and eigenfunctions; MIMO; Mutual information; Quaternions; Receiving antennas; Scattering; Transforms; R-diagonal elements; Rician fading; Stieltjes transform; antenna arrays; channel modeling; eigenvalue distribution; free probability; line of sight; multiple-input multiple output; quaternions; random matrices;
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.2012.6284001