A neural network based cognitive controller for dynamic channel selection

IEEE International Conference on Communications

Volumn , Issue , 2009, Pages

  Baldo, Nicola ^a,b   Tamma, Bheemarjuna Reddy ^c   Manoj, B S ^c   Rao, Ramesh ^c   Zorzi, Michele ^a,c  

^a UNIVERSITY OF PADOVA   (Italy)

^b CENTRE TECNOLÒGIC DE TELECOMUNICACIONS DE CATALUNYA CTTC   (Spain)

^c UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CHANNEL SELECTION; COGNITIVE CONTROL; DYNAMIC CHANNEL SELECTIONS; ENVIRONMENTAL MEASUREMENTS; EXPERIMENTAL MEASUREMENTS; MOBILE USERS; PERFORMANCE ENHANCEMENTS; PERFORMANCE EVALUATION;

GLOBAL SYSTEM FOR MOBILE COMMUNICATIONS; NEURAL NETWORKS; WIRELESS TELECOMMUNICATION SYSTEMS;

WIRELESS NETWORKS;

EID: 70449488165     PISSN: 05361486     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICC.2009.5198636     Document Type: Conference Paper

References (16)

1. R. W. Thomas et al., "Cognitive networks: Adaptation and learning to achieve end-to-end performance objectives," IEEE Communications Magazine, vol. 44, no. 12, pp. 51-57, Dec. 2006.
2. D. Clark et al., "A knowledge plane for the internet," Proc. of the Conference on Applications, Technologies, Architectures, and Protocols for Computer Communications, pp. 3-10, 2003.
3. N. Baldo and M. Zorzi, "Learning and adaptation in cognitive radios using neural networks," in Proc. of IEEE CCNC, January 2008.
4. J. Riihijarvi, M. Petrova, and P. Mahonen, "Frequency allocation for WLANs using graph colouring techniques," in Proc. of WONS, 2005.
5. K. Leung and B. Kim, "Frequency assignment for IEEE 802.11 wireless networks," in Proc. of IEEE VTC-fall, October 2003.
6. J. Mitola, "Cognitive radio: an integrated agent architecture for software defined radio," Ph.D. dissertation, KTH, 2000.
7. S. Haykin, "Cognitive Radio: Brain-Empowered Wireless Communications," IEEE Journal on Selected Areas in Communications, vol. 23, no. 2, pp. 201-220, February 2005.
8. T. W. Rondeau et al., "Cognitive radio formulation and implementation," in Proc. of CROWNCOM, June 2006.
9. T. R. Newman et al., "Cognitive engine implementation for wireless multicarrier transceivers," Wiley Wireless Communications and Mobile Computing, Sept. 2006.
10. N. Baldo and M. Zorzi, "Fuzzy Logic for Cross-layer Optimization in Cognitive Radio Networks," IEEE Communications Magazine, vol. 46, no. 4, pp. 64-71, April 2008.
11. H. Feng and Y. Shu, "Study on network traffic prediction techniques," in Proc. of ICWCNMC, 2005.
12. A. Moursy et al., "Building empirical models of mobile ad hoc networks," in Proc. of SPECTS, July 2007.
13. M. Nørgaard et al., Neural Networks for Modelling and Control of Dynamic Systems. Springer-Verlag, 2000.
14. B. R. Tamma, B. S. Manoj, and R. R. Rao, "Time-based sampling strategies for multi-channel wireless traffic characterization in tactical cognitive networks," in Proc. of IEEE MILCOM, October 2008.
15. http://leenissen.dk/fann/.
16. C. Bishop, Neural Networks for Pattern Recognition. Oxford University Press, USA, 1995.