• DocumentCode
    858952
  • Title

    Asymptotic spectral efficiency of multiuser multisignature CDMA in frequency-selective channels

  • Author

    Peacock, Matthew J M ; Collings, Iain B. ; Honig, Michael L.

  • Author_Institution
    Sch. of Electr. & Inf. Eng., Univ. of Sydney
  • Volume
    52
  • Issue
    3
  • fYear
    2006
  • fDate
    3/1/2006 12:00:00 AM
  • Firstpage
    1113
  • Lastpage
    1129
  • Abstract
    This paper presents an asymptotic analysis of multisignature code-division multiple access (CDMA) in the presence of frequency-selective channels. We characterize the sum spectral efficiency and spectral efficiency regions for both the optimal and linear minimum mean-squared error (MMSE) multiuser receivers. Both independent and identically distributed (i.i.d). signatures and isometric signatures, which are orthogonal at each transmitter, are considered. Our results are asymptotic as the number of signatures per user and processing gain both tend to infinity with fixed ratio. The spectral efficiency of the MMSE receiver is determined from the asymptotic output signal-to-interference-plus noise ratio (SINR). For isometric signatures, our results rely on approximating certain covariance matrices with unitarily invariant matrices that are asymptotically free. This approximation is shown to be very accurate through comparison with both simulation and an "incremental-signature" analysis, which can be used to compute asymptotic moments. Also, a novel proof of the convergence of the empirical spectral distribution of the signal correlation matrix is presented. From these results, we derive the optimal coding-spreading tradeoff, which maximizes the MMSE spectral efficiency, for the case of a single user with multiple i.i.d. signatures. Simulation studies demonstrate that the asymptotic results accurately predict the performance of finite-size systems of interest. The resulting expressions are used to highlight and infer properties of the multisignature CDMA system, including the benefit of orthogonal relative to i.i.d. signatures, and the tradeoff between spectral efficiency and the versatility of providing a variable data rate service through multiple signatures
  • Keywords
    channel capacity; channel coding; code division multiple access; correlation theory; covariance matrices; least mean squares methods; multiuser detection; radio receivers; radio transmitters; spectral analysis; CDMA; MMSE; asymptotic spectral efficiency; code-division multiple access; covariance matrix; empirical spectral distribution; finite-size system; frequency-selective channel; iid; independent-and-identically distributed; isometric multisignature; linear minimum mean-squared error; multiuser receiver; optimal coding-spreading tradeoff; radio transmitter; signal correlation; unitary invariant matrix; Analytical models; Computational modeling; Convergence; Covariance matrix; Frequency; H infinity control; Multiaccess communication; Predictive models; Signal to noise ratio; Transmitters; Capacity; code-division multiple access (CDMA); multiuser detection;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2005.864427
  • Filename
    1603775