K. J. Ray Liu is a Distinguished Scholar-Teacher at the University of Maryland, College Park. He is the recipient of numerous honors and awards including the 2009 IEEE Signal Processing Society Technical Achievement Award, IEEE Signal Processing Society Distinguished Lecturer, National Science Foundation Presidential Young Investigator, and various best paper awards.
Inhaltsangabe
Part I. Cognitive Radio Communications and Cooperation: 1. Introduction to cognitive radios 2. Game theory for cognitive radio networks 3. Markov models for dynamic spectrum allocation 4. Repeated open spectrum sharing game 5. Pricing game for dynamic spectrum allocation 6. A multi-winner cognitive spectrum auction game 7. Evolutionary cooperative spectrum sensing game 8. Anti-jamming stochastic game 9. Opportunistic multiple access for cognitive networks Part II. Resource Awareness and Learning: 10. Reinforcement learning for energy-aware communications 11. Repeated game and learning for packet forwarding 12. Dynamic pricing games for routing 13. Connectivity-aware network lifetime optimization 14. Connectivity-aware network maintenance and repair Part III. Securing Mechanism and Strategies: 15. Trust modeling and evaluation 16. Defense against routing disruptions 17. Defense against injecting traffic attacks 18. Attack-resistant cooperation stimulation 19. Optimal strategies for cooperation stimulation 20. Belief evaluation for cooperation enforcement 21. Defense against insider attacks 22. Secure cooperation stimulation under noise and imperfect monitoring.
Part I. Cognitive Radio Communications and Cooperation: 1. Introduction to cognitive radios 2. Game theory for cognitive radio networks 3. Markov models for dynamic spectrum allocation 4. Repeated open spectrum sharing game 5. Pricing game for dynamic spectrum allocation 6. A multi-winner cognitive spectrum auction game 7. Evolutionary cooperative spectrum sensing game 8. Anti-jamming stochastic game 9. Opportunistic multiple access for cognitive networks Part II. Resource Awareness and Learning: 10. Reinforcement learning for energy-aware communications 11. Repeated game and learning for packet forwarding 12. Dynamic pricing games for routing 13. Connectivity-aware network lifetime optimization 14. Connectivity-aware network maintenance and repair Part III. Securing Mechanism and Strategies: 15. Trust modeling and evaluation 16. Defense against routing disruptions 17. Defense against injecting traffic attacks 18. Attack-resistant cooperation stimulation 19. Optimal strategies for cooperation stimulation 20. Belief evaluation for cooperation enforcement 21. Defense against insider attacks 22. Secure cooperation stimulation under noise and imperfect monitoring.
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