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
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