Intelligent cognitive radio: Research on learning and evaluation of CR based on neural network

2007 ITI 5th International Conference on Information and Communications Technology, ICICT 2007

Volumn , Issue , 2007, Pages 33-37

  Zhang, Zhenyu ^b   Xie, Xiaoyao ^a,c  

^a IEEE

^b GUIZHOU UNIVERSITY   (China)

^c GUIZHOU NORMAL UNIVERSITY   (China)

Author keywords

Artificial intelligence; Cognitive radio; Cognitive radio engine; Genetic algorithms; Neural network

Indexed keywords

ARTIFICIAL INTELLIGENCE; EDUCATION; IMAGE CLASSIFICATION; KNOWLEDGE BASED SYSTEMS; LEARNING SYSTEMS; RESEARCH; TECHNOLOGY;

ARTIFICIAL INTELLIGENCE TECHNIQUES; BEST DECISION; COGNITIVE RADIO; COGNITIVE RADIO ENGINE; DECISION MAKER; GENETIC ALGORITHMS; INFORMATION AND COMMUNICATIONS TECHNOLOGIES; INFORMATION MODELLING; INTERNATIONAL CONFERENCES; KNOWLEDGE BASE; LEARNING MODELS; NEURAL NETWORK; NEURAL NETWORK DESIGNS;

NEURAL NETWORKS;

EID: 49749138605     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ITICT.2007.4475612     Document Type: Conference Paper

References (18)

1. J. Neel, J. Reed, "Game Theory Implications for Cognitive Radio Design", SDRForum Workshop on Cognitive Radio, San Francisco, April 10, 2006.
2. James O'Daniell Neel, "Analysis and Design of Cognitive Radio Networksand Distributed Radio Resource Management Algorithms", Ph.D. Dissertation the Virginia Polytechnic Institute and State University, Blacksburg, VA, September 6, 2006.
3. DARPA, XG, RFCS: "http://www.darpa.mil/ato/programs/xg/rfcs. htm".
4. J. Mitola III, "Cognitive Radio: An Integrated Agent Architecture for Software Defined Radio", Ph.D. Dissertation Royal Institute of Technology, Stockholm, Sweden, May 2000.
5. J. Mitola, III, "Cognitive Radio for Flexible Multimedia Communications", Mobile Multimedia Communications, 1999. (MoMuC '99) 1999 IEEE International Workshop on, pp. 3 -10, 1999.
6. FCC ET Docket No. 03-108, March 11, 2005.
7. J. Neel. J. Reed, A. MacKenzie, "Cognitive Radio Network Performance Analysis in Cognitive Radio Technology", B. Fette, ed., Elsevier 2006.
8. FCC Spectrum Policy Task Force (SPTF) website: "http://www.fcc.gov/ sptf/".
9. C. W. Bostian, S. F. Midkiff, T. M. Gallagher, C. J. Rieser, and T. W. Rondeau, "Rapidly Deployable Broadband Communications for Disaster Response", Proceedings of the International Symposium on Advanced Radio Technologies (ISART), invited paper in Department of Homeland Security (DHS) SAFECOM session, Boulder, CO, March 2-4, 2004.
10. C. J. Rieser, T. W. Rondeau, C. W. Bostian, and T. M. Gallagher. "Cognitive RadioTest bed: Further Details and Testing of a Distributed Genetic Algorithm Based Cognitive Engine for Programmable Radios". IEEE MILCOM, to appear October 2004.
11. M. Negnevitsky. "Artifical Intelligence: A Guide to Intelligent Systems". New York: Addison-Wesley Pearson Education Limited, 2002.
12. T. Mitchell. Machine Learning. New York: McGraw-Hill Series in Computer Science, 1997.
13. Christian James Rieser, Biologically Inspired Cognitive Radio Engine Model Utilizing Distributed Genetic Algorithms for Secure and Robust Wireless Communications and Networking, Ph.D. Dissertation the Virginia Polytechnic Institute and State University, Blacksburg, VA, August 2004.
14. Wakurah, Zurada J. M., Bi-directional computing architecture for time series prediction [J]. Neural Networks 2001, 14 (9): 1307. 1321.
15. Narazaki H., Ralescu A. L., "An Improved Synthesis Method for Multilayered Neural Networks using Qualitative Knowledge [J]". IEEE Trans on Fuzzy Systems, 1993, 1 (2): 125-137.
16. YU Ting-chao, "ZHANG Tu-qiao Study of Artificial Neural Network Model for Forecasting Urban Water Demand [J]". Journal of Zhejiang University, Sep. 2004 vol. 38 No. 9.
17. Simon Haykin, "Neural Networks A Comprehensive Foundation", Second Edition [M] Prentice Hall, Inc. 1999.
18. Philip D. Wasserman, "Neural Computing: Theory and Practice [M]", Van Nostrand Reinhold, 1989.