• DocumentCode
    730519
  • Title

    Exact asymptotics of distributed detection over adaptive networks

  • Author

    Matta, Vincenzo ; Braca, Paolo ; Marano, Stefano ; Sayed, Ali H.

  • Author_Institution
    Dept. of Inf. & Electr. Eng. & Appl. Math., Univ. of Salerno, Fisciano, Italy
  • fYear
    2015
  • fDate
    19-24 April 2015
  • Firstpage
    3377
  • Lastpage
    3381
  • Abstract
    In [1], an important step toward the characterization of distributed detection over adaptive networks has been made by establishing the fundamental scaling law of the error probabilities. However, empirical evidence reported in [1] revealed that a refined asymptotic analysis is necessary in order to capture the exact impact of network connectivity on the detection performance of each individual agent. Here we address this open issue by exploiting the framework of exact asymptotics.
  • Keywords
    adaptive signal detection; error statistics; adaptive networks; distributed detection; empirical evidence; error probabilities; exact asymptotics; fundamental scaling law; network connectivity; refined asymptotic analysis; Adaptive systems; Error probability; Indexes; Network topology; Sensors; Steady-state; Wireless sensor networks; Distributed detection; adaptive network; diffusion strategy; exact asymptotics; large deviations;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
  • Conference_Location
    South Brisbane, QLD
  • Type

    conf

  • DOI
    10.1109/ICASSP.2015.7178597
  • Filename
    7178597