• DocumentCode
    2003623
  • Title

    Exact and Closed-Form Error Performance Analysis for Hard MMSE Detection in MIMO Systems

  • Author

    Liu, Peng ; Kim, Il-Min

  • Author_Institution
    ECE, Queen´´s Univ., Kingston, ON, Canada
  • fYear
    2010
  • fDate
    6-10 Dec. 2010
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Abstract-We investigate the exact error performance of hard minimum mean-squared error (MMSE) detection in multipleinput multiple-output (MIMO) systems. To facilitate the analysis, we first conduct error analysis for a general system with decision statistic, z = ax + u, where a >; 0, x is the transmitted signal, and u is the arbitrarily distributed noise component which is independent of x. For this general system, we derive the exact and closed-form bit-error rate (BER) expressions for M-ary pulse amplitude modulation (PAM) and quadrature amplitude modulation (QAM) signalings, which include the well-known BER result in [12] as a special case. For the first time in the literature (to the best of our knowledge), we then derive the exact and closed-form instantaneous BER and symbol-error rate (SER) expressions for hard MMSE detection. Finally, the validity of the derived error probability expressions is verified through our own Monte Carlo simulations and the simulation results reported in the literature.
  • Keywords
    MIMO communication; Monte Carlo methods; error statistics; least mean squares methods; pulse amplitude modulation; quadrature amplitude modulation; signal detection; BER; M-ary pulse amplitude modulation; MIMO system; Monte Carlo simulation; PAM; QAM; SER; closed-form bit-error rate; closed-form error performance analysis; distributed noise component; error probability; hard MMSE detection; minimum mean-squared error detection; multiple-input multiple-output system; quadrature amplitude modulation; symbol-error rate; Binary phase shift keying; Bit error rate; Function approximation; MIMO; Noise; Quadrature amplitude modulation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Global Telecommunications Conference (GLOBECOM 2010), 2010 IEEE
  • Conference_Location
    Miami, FL
  • ISSN
    1930-529X
  • Print_ISBN
    978-1-4244-5636-9
  • Electronic_ISBN
    1930-529X
  • Type

    conf

  • DOI
    10.1109/GLOCOM.2010.5684206
  • Filename
    5684206