Title :
Asymptotic Mutual Information for Rician MIMO-MA Channels with Arbitrary Inputs: A Replica Analysis
Author :
Wen, Chao-Kai ; Wong, Kai-Kit ; Chen, Jung-Chieh
Author_Institution :
Inst. of Commun. Eng., Nat. Sun Yat-sen Univ., Kaohsiung, Taiwan
fDate :
10/1/2010 12:00:00 AM
Abstract :
Using the replica method, originally developed in statistical physics, we derive the asymptotic mutual information (MI) of a spatially correlated Rician multiple-input multiple-output (MIMO) multiple-access (MA) channel for any given signaling input distributions (not necessarily Gaussian) in the large-system regime where the numbers of antennas at the transmitters and the receiver go to infinity with a constant ratio. In addition to the result that uses joint optimum decoding (JOD) at the central receiver, we also obtain asymptotic characteristics of a more practical system which performs separate detection and decoding (SDD) (i.e., spatial detection followed by a temporal error-correction decoder). Simulation results reveal that the asymptotic results provide promising estimates for the average performance metrics (e.g., the error probability and the MI) even with only a few antenna elements at the transceivers.
Keywords :
Rician channels; antenna accessories; decoding; error correction codes; error statistics; multi-access systems; statistical analysis; telecommunication signalling; transceivers; transmitting antennas; JOD; MIMO MA channel; Rician MIMO-MA channels; SDD; antenna elements; asymptotic characteristics; asymptotic mutual information; central receiver; correlated Rician multiple-input multiple-output multiple-access channel; error probability; joint optimum decoding; performance metrics; replica method; separate detection and decoding; signaling input distributions; spatial detection; statistical physics; temporal error-correction decoder; transceivers; Detectors; Fading; Mutual information; Receivers; Rician channels; Signal to noise ratio; Asymptotic analysis; MIMO; Rician channels; multiple access; mutual information; replica method;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2010.082710.090456