Title :
A free deterministic equivalent for the capacity of MIMO MAC with distributed antenna sets
Author :
Lu, An-an ; Gao, Xiqi ; Xiao, Chengshan
Author_Institution :
National Mobile Communications Research Laboratory, Southeast University, Nanjing 210096, China
Abstract :
In this paper, we propose a free deterministic equivalent for the capacity analysis of multi-input multi-output (MIMO) multiple access channel (MAC) with distributed antenna sets. In the analysis, we use the operator-valued free probability framework, which is much more straightforward than the widely used methods, i.e., the Bai and Silverstein method and the Gaussian method. By replacing independent random Gaussian variables with freely independent circular entries, we obtain the free deterministic equivalent of our channel model. To evaluate the capacity, we use the Shannon transform of the free deterministic equivalent to approximate that of the channel model. The free deterministic equivalent results are easy to compute, and simulation results show that these approximations are numerically accurate and computationally efficient.
Keywords :
Antennas; Approximation methods; Channel models; MIMO; Mathematical model; Matrices; Transforms; MAC; MIMO; Operator-valued free probability; deterministic equivalent;
Conference_Titel :
Communications (ICC), 2015 IEEE International Conference on
Conference_Location :
London, United Kingdom
DOI :
10.1109/ICC.2015.7248578