Cooperative sensing using probabilistic graphical models in Cognitive Radio networks

@article{Yang2011CooperativeSU,
  title={Cooperative sensing using probabilistic graphical models in Cognitive Radio networks},
  author={Mochan Yang and Sungcheol Yoo and Yirang Yim and Yoan Shin},
  journal={2011 IEEE MTT-S International Microwave Workshop Series on Intelligent Radio for Future Personal Terminals},
  year={2011},
  pages={1-2}
}
We propose a new scheme for minimizing the probability of false alarm in cooperative CR (Cognitive Radio) networks by using graphical model theory. In order to improve the performance, we formulate a dynamical assignment for SUs (Secondary Users) to better detect PUs (Primary Users). A restriction in the assignment of SUs is adopted to reduce the complexity of optimal solution, and a sub-optimal message passing algorithm is presented based on the probabilistic graphical model.