• DocumentCode
    1116640
  • Title

    Asymptotic Detection Performance of Type-Based Multiple Access Over Multiaccess Fading Channels

  • Author

    Mergen, Gökhan ; Naware, Vidyut ; Tong, Lang

  • Author_Institution
    Sch. of Electr. & Comput. Eng., Cornell Univ., Ithaca, NY
  • Volume
    55
  • Issue
    3
  • fYear
    2007
  • fDate
    3/1/2007 12:00:00 AM
  • Firstpage
    1081
  • Lastpage
    1092
  • Abstract
    The problem of communicating sensor readings over a multiaccess channel for detecting a target using type-based multiple access (TBMA) is considered. TBMA is analyzed in a general framework by considering non-i.i.d. data and nonidentical channel gains. An asymptotically optimal detector is proposed and its error-exponents for detection probabilities are characterized using tools from large deviations theory (LDT). In case of i.i.d. channel gains, it is shown that the performance of TBMA presents two distinct behaviors depending on whether the channel gains have zero mean. Numerical simulations are used to demonstrate that the error exponents provide reasonably accurate estimates of the performance of TBMA
  • Keywords
    fading channels; multi-access systems; signal detection; wireless sensor networks; asymptotic detection performance; asymptotically optimal detector; large deviations theory; multiaccess fading channels; type-based multiple access; Detectors; Fading; Multiaccess communication; Numerical simulation; Object detection; Parameter estimation; Performance gain; Quantization; Sensor fusion; Sensor phenomena and characterization; Distributed detection; error exponents; fading channels; large deviations (LD); multiaccess communication; sensor networks; types;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2006.887564
  • Filename
    4099562