• DocumentCode
    2363502
  • Title

    Hyperexponential approximation of channel idle time distribution with implication to secondary transmission strategy

  • Author

    Liu, Yingxi ; Tewfik, Ahmed

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Texas at Austin, Austin, TX, USA
  • fYear
    2012
  • fDate
    10-15 June 2012
  • Firstpage
    1800
  • Lastpage
    1804
  • Abstract
    Channel idle time distribution (CITD) based secondary transmission strategies have been studied intensively in the literature. The performance of secondary devices are limited by the presumed CITD. But none of them provides a reasonable characterization of the CITD in reality. In this paper, we carefully examine the feature of the CITD using large amount of channel idle time data collected in various WLAN networks. It is demonstrated that the CITD can be well approximated by hyperexponential densities. Based on the estimated density, we propose a novel multiple-shot transmission strategy which takes advantage of the hyperexponential feature of the CITD. This strategy achieves at least twice the increase for the data we examine in average secondary access time compared to conventional transmission strategies.
  • Keywords
    approximation theory; exponential distribution; wireless LAN; wireless channels; CITD; WLAN network; channel idle time data collection; channel idle time distribution; density estimation; hyperexponential density approximation; multiple-shot transmission strategy; secondary device performance; secondary transmission strategy; Approximation algorithms; Approximation methods; Cognitive radio; Estimation; Wireless LAN; channel idle time distribution (CITD); cognitive radio; dynamic spectrum access (DSA); multiple exponentials;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications (ICC), 2012 IEEE International Conference on
  • Conference_Location
    Ottawa, ON
  • ISSN
    1550-3607
  • Print_ISBN
    978-1-4577-2052-9
  • Electronic_ISBN
    1550-3607
  • Type

    conf

  • DOI
    10.1109/ICC.2012.6363720
  • Filename
    6363720