Cognitive network management with reinforcement learning for wireless mesh networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4786 LNCS, Issue , 2007, Pages 168-179

  Lee, Minsoo ^a   Marconett, Dan ^a   Ye, Xiaohui ^a   Ben Yoo, S J ^a  

^a University of California   (United States)

Author keywords

Autonomic management; Cognitive networks; Wireless mesh networks

Indexed keywords

AUTONOMOUS AGENTS; COGNITIVE SYSTEMS; INTELLIGENT SYSTEMS; QUALITY OF SERVICE; REINFORCEMENT LEARNING; REQUIREMENTS ENGINEERING;

AUTONOMIC MANAGEMENT; AUTONOMOUS INTELLIGENCE; COGNITIVE NETWORKS; WIRELESS MESH NETWORKS;

WIRELESS NETWORKS;

EID: 38149046443     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-75853-2_15     Document Type: Conference Paper

References (20)

1. Wang, P., Wang, T.: Adaptive Routing for Sensor Networks using Reinforcement Learning. In: CIT 2006. Proceedings of the Sixth IEEE International Conference on Computer and Information Technology, vol. 00 (2006)
2. Demestichas, P., Dimitrakopoulos, G., Strassner, J., Didier, B.: Introducing reconfigurability and cognitive networks concepts in the wireless world. Vehicular Technology Magazine 1, 32-39 (2006)
3. Ryan, W.T., Daniel, H.F., Luiz, A.D., Allen, B.M.: Cognitive networks: adaptation and learning to achieve end-to-end performance objectives. Communications Magazine 44, 51-57 (2006)
4. C. W. a. P. Dayan: Machine Learning, pp. 279-292 (1992)
5. Conti, M., Maselli, G., Turi, G., Giordano, S.: "Cross-layering in mobile ad hoc network design. Computer 37, 48-51 (2004)
6. Hai, J., Weihua, Z., Xuemin, S.: Cross-layer design for resource allocation in 3G wireless networks and beyond. Communications Magazine 43, 120-126 (2005)
7. Borgia, E., Conti, M., Delmastro, F.: Mobileman: design, integration, and experimentation of cross-layer mobile multihop ad hoc networks. Communications Magazine 44, 80-85 (2006)
8. Srivastava, V., Motani, M.: Cross-layer design: a survey and the road ahead. Communications Magazine 43, 112-119 (2005)
9. Jack, L.B., Philip, F.C., Brian, K.H., William, T.K.: Key Challenges of Military Tactical Networking and the Elusive Promise of MANET Technology. Communications Magazine 44, 39-45 (2006)
10. Faccin, S.M., Wijting, C., Kenckt, J., Damle, A.: Mesh WLAN networks: concept and system design," Wireless Communications (see also IEEE Personal Communications). Wireless Communications 13, 10-17 (2006)
11. Forde, T.K., Doyle, L.E., O'Mahony, D.: Ad hoc innovation: distributed decision making in ad hoc networks. Communications Magazine 44, 131-137 (2006)
12. Basagni, S.: Distributed clustering for ad hoc networks, pp. 310-315 (1999)
13. T. C. a. P. Jacquet: Optimized Link State Routing Protocol (OLSR), IETF RFC 3626 (2003)
14. Maltz, D.J.a.D.: Dynamic Source Routing in Ad Hoc Wireless Networks. In: Imielinski, T., Korth, H. (eds.) Mobile Computing, pp. 153-179 (1996)
15. Perkins, E.B.-R.C., Das, S.: Ad hoc On-Demand Distance Vector (AODV) Routing. RFC 3561 (2003)
16. Haas, M.R.P.Z.J., Samar, P.: The Zone Routing Protocol (ZRP) for Ad Hoc Networks. IETF Internet-Draft (2002)
17. Boyan, J.A.L., L., M.: Packet Routing in Dynamically Changing Networks: A Reinforcement Learning Approach. In: dvance In Neural Information Processing System (1994)
18. http://www.opnet.com
19. Dearden, R., Friedman, N., Andre, D.: Model based Bayesian Exploration, UAI, pp. 150-159 (1999)
20. Koksal, C.E., Balakrishnan, H.: Quality-Aware Routing Metrics for Time-Varying Wireless Mesh Networks. IEEE Journal on Select Areas in Communications 24(11), 1984-1994 (2006)