Title :
Low-complexity compressive sensing detection for multi-user spatial modulation systems
Author :
Garcia-Rodriguez, Adrian ; Masouros, Christos
Author_Institution :
Univ. Coll. London (UCL), London, UK
Abstract :
In this work we present a low-complexity detection scheme for spatial modulation (SM) systems in the large-scale multiple access channel (MAC). The proposed strategy is based on compressive sensing (CS) and it exploits the sparsity and structure of the transmitted SM signals in the MAC to enhance the detection performance. The analytical and simulation results presented in this paper show that the proposed technique outperforms conventional CS and linear detectors with a reduced signal processing complexity.
Keywords :
MIMO communication; compressed sensing; modulation; multi-access systems; signal detection; large-scale multiple access channel; linear detectors; low-complexity compressive sensing detection; low-complexity detection scheme; multi-user spatial modulation systems; signal processing complexity; Antennas; Bit error rate; Complexity theory; Detectors; MIMO; Matching pursuit algorithms; Modulation; Spatial modulation; compressive sensing; large-scale MIMO; multiple access;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
Conference_Location :
South Brisbane, QLD
DOI :
10.1109/ICASSP.2015.7178521