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
Link To Document :
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