A hybrid cognitive engine for improving coverage in 3G wireless networks

Proceedings - 2009 IEEE International Conference on Communications Workshops, ICC 2009

Volumn , Issue , 2009, Pages

  Morales Tirado, Lizdabel ^a   Surís Pietri, Juan E ^b   Reed, Jeffrey H ^a  

^a State University   (United States)

^b UNIVERSITY OF PUERTO RICO   (Puerto Rico)

Author keywords

3G wireless networks; Case based reasoning; Cognitive radio; Decision tree learning

Indexed keywords

3G WIRELESS NETWORKS; ARTIFICIAL INTELLIGENCE TECHNIQUES; COGNITIVE RADIO; COGNITIVE RADIO ENGINE; COGNITIVE RADIO TECHNOLOGIES; DECISION TREE LEARNING; ENGINE MODELS; LEGACY EQUIPMENT; MACHINE-LEARNING; NETWORK IMPROVEMENT; OPTIMIZATION FUNCTION; RADIO ENVIRONMENT; RADIO RESOURCE MANAGEMENT TECHNIQUES; RADIO RESOURCES; THIRD GENERATION (3G) WIRELESS NETWORKS;

ARTIFICIAL INTELLIGENCE; CASE BASED REASONING; COGNITIVE SYSTEMS; COMMUNICATION SYSTEMS; DECISION TREES; EDUCATION; ENGINES; LEGACY SYSTEMS; OPTIMIZATION; RADIO; RESOURCE ALLOCATION; SIMULATORS; TECHNICAL PRESENTATIONS;

WIRELESS NETWORKS;

EID: 70449347254     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCW.2009.5208034     Document Type: Conference Paper

References (16)

1. J. Mitola, "Cognitive radio: An integrated agent architecture for software defined radio," Ph.D. dissertation, Royal Institute of Technology (KTH), 2000.
2. S. Haykin, "Cognitive radio: Brain-empowered wireless communication," IEEE J. on Selected Areas in Comm., vol.23, no.2, pp. 201-220, February 2005.
3. H. Ekstrom, A. Furuskar, J. Karlsson, M. Meyer, S. Parkvall, J. Torsner, and M. Wahlqvist, "Technical solutions for the 3G long-term evolution," vol.44, no.3, pp. 38-45, March 2006.
4. 3G Partnership Project, "http://www.3gpp.org.
5. B. Aazhang, J. Lilleberg, and G. Middleton, "Spectrum sharing in a cellular system," in Proc. IEEE Eighth International Symposium on Spread Spectrum Techniques and Applications, 30 Aug.-2 Sept. 2004, pp. 355-359.
6. A. Burnic, A. Viessmann, T. Scholand, C. Spiegel, A. Hessamian-Alinejad, A. Seebens, G. Bruck, and P. Jung, "Synchronization and Channel Estimation in Wireless CDMA Systems," in Proc. IEEE Ninth International Symposium on Spread Spectrum Techniques and Applications, Aug. 2006, pp. 481-487.
7. N. Shah, T. Kamakaris, U. Tureli, and M. Buddhikot, "Wideband spectrum probe for distributed measurements in cellular band," in TAPAS '06: Proceedings of the first international workshop on Technology and policy for accessing spectrum. New York, NY, USA: ACM, 2006, p. 13.
8. A. Khajeh, S.-Y. Cheng, A. Eltawil, and F. Kurdahi, "Power management for cognitive radio platforms," in Proc. IEEE Global Telecommunications Conference GLOBECOM '07, 26-30 Nov. 2007, pp. 4066-4070.
9. H. Harada, "Software defined cognitive radio prototype toward imtadvanced wireless communication systems," in Proc. IEEE Radio and Wireless Symposium, Jan. 2007, pp. 7-10.
10. J. L. Kolodner, Case-based Reasoning, M. B. Morgan, Ed. Morgan Kaufman Publishers, Inc., 1993.
11. X. Yao and Y. Liu, Search Methodologies. New York Springer Science&Business Media, 2005, ch. Machine Learning, pp. 341-374.
12. V. Chandrasekhar, J. Andrews, and A. Gatherer, "Femtocell networks: a survey," vol.46, no.9, pp. 59-67, September 2008.
13. Y. Zhao, L. Morales, J. Gaeddert, K. Bae, J.-S. Um, and J. Reed, "Applying radio environment maps to cognitive wireless regional area networks," in Proc. 2nd IEEE International Symposium on New Frontiers in Dynamic Spectrum Access Networks DySPAN 2007, 17-20 April 2007, pp. 115-118.
14. J. H. Reed, J. Gaeddert, K. Kim, R. Menon, L. Morales, Y. Zhao, and K. K. Bae, "Applying Artificial Intelligence to the Development of a Cognitive Radio Engine, report for the Army Research Office (ARO)," Virginia Polytechnic and State University, Tech. Rep., June 2006.
15. T. Dietterich and P. Langley, Cognitive Networks. John Wiley&Sons, Ltd., 2007, ch. Machine Learning for Cognitive Networks: Technology Assessment and Research Challenges.
16. International Telecommunications Union (ITU), "Guidelines for Evaluation of Radio Transmission Technologies for IMT-2000," Tech. Rep. ITU-R M.1225, 1997.