Title :
CHEMP receiver for large-scale multiuser MIMO systems using spatial modulation
Author :
Narasimhan, T. Lakshmi ; Chockalingam, A.
Author_Institution :
Dept. of ECE, Indian Inst. of Sci., Bangalore, India
Abstract :
In spatial modulation (SM), information bits are conveyed through the index of the active transmit antenna in addition to the information bits conveyed through conventional modulation symbols. In this paper, we propose a receiver for large-scale multiuser spatial modulation MIMO (SM-MIMO) systems. The proposed receiver exploits the channel hardening phenomenon observed in large-dimensional MIMO channels. It works with a matched filtered system model. On this system model, it obtains an estimate of the matched filtered channel matrix (rather than the channel matrix itself) and uses this estimate for detecting the data. The data detection is done using an approximate message passing algorithm. The proposed receiver, referred to as the channel hardening-exploiting message passing receiver for SM(CHEMP-SM), is shown to achieve very good performance at low complexity.
Keywords :
MIMO communication; antenna arrays; channel estimation; matched filters; matrix algebra; message passing; modulation; multiuser detection; radio receivers; transmitting antennas; CHEMP receiver; SM-MIMO systems; active transmit antenna; approximate message passing algorithm; channel hardening phenomenon; data detection; information bits; large-dimensional MIMO channels; large-scale multiuser spatial modulation MIMO systems; matched filtered channel matrix estimation; matched filtered system model; modulation symbols; spatial modulation; Channel estimation; Complexity theory; Detectors; MIMO; Radio frequency; Receivers; Transmitting antennas; Large-scale MIMO systems; SM-MIMO; channel hardening; message passing; spatial modulation;
Conference_Titel :
Signal Processing Conference (EUSIPCO), 2014 Proceedings of the 22nd European
Conference_Location :
Lisbon