• DocumentCode
    922837
  • Title

    Performance bound for maximum-likelihood reception of digital data

  • Author

    Foschini, Gerard J.

  • Volume
    21
  • Issue
    1
  • fYear
    1975
  • fDate
    1/1/1975 12:00:00 AM
  • Firstpage
    47
  • Lastpage
    50
  • Abstract
    Maximum-likelihood sequence estimation (MLSE) of data sequences is considered as an approach to increasing data rates over band-limited channels, such as exist in analog telephone facilities. Analytical prediction of the efficacy of MLSE for specific channels had been viewed as intractable until Forney gave a formula for an asymptotic upper bound on the probability of symbol error p . Forney\´s bound involved an infinite series, and letting the noise power No --} 0, he chose the asymptotically largest series term as an asymptotic bound on p , ignoring a very basic perplexing open question: How do we know the bounding series is not identically infinity for all N_0 \\rightarrow 0? We show that under very general conditions Forney\´s bounding series converges for a nontrivial interval N_0 > 0 . As a corollary, we prove Forney\´s aforementioned asymptotic formula for p . The analysis includes the class of channels with spectral nulls, since band edge nulls can be associated with telephone channels that are pulsed at high rates.
  • Keywords
    PAM signal detection; Sequence estimation; maximum-likelihood (ML) estimation; Appraisal; Data communication; Demodulation; H infinity control; Mathematical model; Maximum likelihood estimation; Modems; Performance analysis; Telephony; Upper bound;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.1975.1055333
  • Filename
    1055333