ABSTRACT

Contents 10.1 Introduction .............................................................................................219 10.2 Spectrum Sensing: A Machine Learning Approach ................................. 220

10.2.1 Features ....................................................................................... 220 10.2.2 Classifiers ......................................................................................224 10.2.3 Modulation and Coding Classification .........................................229

10.3 Power Control in Cognitive Radio Networks ...........................................229 10.3.1 Distributed Techniques Based on Game Theory ...........................231 10.3.2 Other Distributed Techniques ......................................................232 10.3.3 Centralized Techniques ................................................................232

10.4 Power Control Using Modulation and Coding Classification ..................233 10.4.1 State of the Art ............................................................................ 234 10.4.2 System Model ...............................................................................235 10.4.3 Modulation and Coding Classification Feedback .........................238