• DocumentCode
    1008352
  • Title

    Human behavior inspired cognitive radio network design

  • Author

    Xing, Yiping ; Chandramouli, R.

  • Author_Institution
    JP Morgan Chase, New York, NY
  • Volume
    46
  • Issue
    12
  • fYear
    2008
  • fDate
    12/1/2008 12:00:00 AM
  • Firstpage
    122
  • Lastpage
    127
  • Abstract
    Cognitive radio networks are supposed to be capable of sensing their operating environment (with little or no prior information) and learning to adapt their behavior accordingly. We note that such a cognitive process is inherent in human behavior as well. One application of these networks is in dynamic spectrum access. Human beings evolve by learning to interact with each other for survival, common good, economic gain, and so on. Can models for these interactive behaviors be used by nodes in a cognitive radio network? Will we then see cognitive radio networks evolve into some human societies? Will we observe previously unseen societal behaviors emerge as a result of random perturbations due to fading, mobility, and sensory failures? We also note that some shortcomings (e.g., inability to address irrational behavior) in using microeconomic game theory and Nash equilibrium to study interacting cognitive radio nodes may be overcome by using anthropological models.
  • Keywords
    anthropology; cognitive radio; cognitive systems; game theory; telecommunication computing; Nash equilibrium; anthropological models; cognitive process; human behavior inspired cognitive radio network; irrational behavior; microeconomic game theory; random perturbation; Cognitive radio; Environmental economics; Frequency measurement; Humans; Intelligent networks; Microeconomics; Radio frequency; Radio spectrum management; Resource management; Wireless communication;
  • fLanguage
    English
  • Journal_Title
    Communications Magazine, IEEE
  • Publisher
    ieee
  • ISSN
    0163-6804
  • Type

    jour

  • DOI
    10.1109/MCOM.2008.4689219
  • Filename
    4689219