• DocumentCode
    146856
  • Title

    Signal detection for Spatially Multiplexed multi input multi output (MIMO) systems

  • Author

    Punia, Komal ; George, Emy Mariam ; Vinoth Babu, K. ; Ramachandra Reddy, G.

  • Author_Institution
    Commun. Eng., Vellore Inst. of Technol., Vellore, India
  • fYear
    2014
  • fDate
    3-5 April 2014
  • Firstpage
    612
  • Lastpage
    616
  • Abstract
    High-data-rate transmission can be achieved by Spatially Multiplexed (SM) MIMO systems. Spatial demultiplexing at the receiver end is a difficult task. Thus, several research works has been developed for demultiplexing and decoding. In this paper three signal detection methods namely Zero-Forcing (ZF), Minimum Mean Squared Error (MMSE) and Maximum Likelihood (ML) are implemented. In Zero-Forcing method, noise enhancement is the problem. The complexity of implementing ZF and MMSE is much low but their performance is remarkably inferior to ML detection. Many active researchers are done to develop the signal detection methods based on the ML detection criterion while still aimed to achieve a near-optimal performance with low complexity. The comparative study of three methods is done in relevance to three digital modulation schemes namely Binary Phase Shift Keying (BPSK), Quadrature Phase Shift Keying (QPSK) and 16-Quadrature Amplitude Modulation (QAM). Simulation results also state that ML gives better performance as compared to ZF and MMSE detection methods.
  • Keywords
    MIMO communication; least mean squares methods; maximum likelihood detection; quadrature amplitude modulation; quadrature phase shift keying; space division multiplexing; 16-quadrature amplitude modulation; BPSK; ML detection criterion; MMSE; QAM; QPSK; SM MIMO systems; binary phase shift keying; decoding; digital modulation schemes; high-data-rate transmission; maximum likelihood detection; minimum mean squared error; noise enhancement; quadrature phase shift keying; signal detection methods; spatial demultiplexing; spatially multiplexed MIMO systems; zero-forcing; Binary phase shift keying; MIMO; Multiplexing; Receivers; Vectors; XML; MIMO; ML method; MMSE method; SM; ZF method;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications and Signal Processing (ICCSP), 2014 International Conference on
  • Conference_Location
    Melmaruvathur
  • Print_ISBN
    978-1-4799-3357-0
  • Type

    conf

  • DOI
    10.1109/ICCSP.2014.6949914
  • Filename
    6949914