Bayesian Networks and Decision Graphs
Bayesian Networks and Decision Graphs
Balls and bins models with feedback
SODA '02 Proceedings of the thirteenth annual ACM-SIAM symposium on Discrete algorithms
Making Rational Decisions Using Adaptive Utility Elicitation
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence
Resource allocation games with changing resource capacities
AAMAS '03 Proceedings of the second international joint conference on Autonomous agents and multiagent systems
Stimulating cooperation in self-organizing mobile ad hoc networks
Mobile Networks and Applications
NeXt generation/dynamic spectrum access/cognitive radio wireless networks: a survey
Computer Networks: The International Journal of Computer and Telecommunications Networking
Computer Networks: The International Journal of Computer and Telecommunications Networking
REPLEX: dynamic traffic engineering based on wardrop routing policies
CoNEXT '06 Proceedings of the 2006 ACM CoNEXT conference
What a cognitive radio network could learn from a school of fish
WICON '07 Proceedings of the 3rd international conference on Wireless internet
On the foundations of expected expected utility
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
A cautionary perspective on cross-layer design
IEEE Wireless Communications
Teamwork and Collaboration in Cognitive Wireless Networks
IEEE Wireless Communications
Cognitive networks: adaptation and learning to achieve end-to-end performance objectives
IEEE Communications Magazine
Decentralized cognitive MAC for opportunistic spectrum access in ad hoc networks: A POMDP framework
IEEE Journal on Selected Areas in Communications
The price of ignorance: distributed topology control in cognitive networks
IEEE Transactions on Wireless Communications
Reaching correlated equilibria through multi-agent learning
The 10th International Conference on Autonomous Agents and Multiagent Systems - Volume 2
Decentralized anti-coordination through multi-agent learning
Journal of Artificial Intelligence Research
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In this paper we report on our preliminary results and recent work on building cognitive wireless networks that achieve resource sharing in a local environment. We emphasize two major issues. First, the cross-layer optimization at the network level requires exchange of information between OSI-layers in the terminal and often among the nodes that form the network. Second, the cooperative behavior among the radios is often believed to require a rich exchange of information. We show in this paper that cooperation can be an emergent phenomenon without any complex signalling. We apply Minority Games to cognitive wireless networks to show that resource sharing can be achieved without detailed information exchange or coordination between strategies. We further argue that Minority Games are not only a useful analysis tool, but a potentially efficient method to develop actual resource sharing algorithms. We conclude the paper by pointing out that also other swarm intelligence type of solutions could be applied to cognitive radio communications.