• DocumentCode
    730460
  • 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
  • fYear
    2015
  • fDate
    19-24 April 2015
  • Firstpage
    2999
  • Lastpage
    3003
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
  • Conference_Location
    South Brisbane, QLD
  • Type

    conf

  • DOI
    10.1109/ICASSP.2015.7178521
  • Filename
    7178521