DOIONLINE 
DOIONLINE Publish In |
International Journal of Electrical, Electronics and Data Communication (IJEEDC)-IJEEDC |
 Journal Home Volume Issue |
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Issue |
Volume-3, Issue-10 ( Oct, 2015 ) | |||||||||
Paper Title |
Learning Schemes For Cognitive Radio | |||||||||
Author Name |
Rita Mahajan, Deepak Bagai | |||||||||
Affilition |
Assistant Professor, Professor, Electronics and Communication Engineering Department, PEC University of Technology, Chandigarh, India. | |||||||||
Pages |
23-26 | |||||||||
Abstract |
In cognitive radio network, three fundamental tasks are performed by cognitive radio i. e. sensing, learning and reasoning. The importance of learning techniques to be implemented in cognitive radio for the task of learning has been discussed in this paper. Learning techniques for implementation in Cognitive Radios such as genetic algorithms (GA), hidden markov models (HMMs), rule-based systems (RBS), artificial neural networks (ANNs) are presented. Merits and demerits of these learning schemes have been tabulated which will help the designers in future to decide about the learning scheme to be used for designing cognitive radio. Keywords - Cognitive Radio, Wireless Communication, Neural Networks, Hidden Markov Model, Genetic Algorithm, Rule Based System. | |||||||||
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