A Survey on Machine-Learning Techniques in Cognitive Radios

  title={A Survey on Machine-Learning Techniques in Cognitive Radios},
  author={Mario Bkassiny and Yang Li and Sudharman K. Jayaweera},
  journal={IEEE Communications Surveys & Tutorials},
In this survey paper, we characterize the learning problem in cognitive radios (CRs) and state the importance of artificial intelligence in achieving real cognitive communications systems. We review various learning problems that have been studied in the context of CRs classifying them under two main categories: Decision-making and feature classification. Decision-making is responsible for determining policies and decision rules for CRs while feature classification permits identifying and… CONTINUE READING

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