Advanced High-order Hidden Bivariate Markov Model Based Spectrum Prediction
Yangxiao Zhao, Zhiming Hong, Yu Luo, Guodong Wang, Lina Pu · EAI Endorsed Transactions on Wireless Spectrum · 2017
The majority of existing spectrum prediction models in Cognitive Radio Networks (CRNs) don’t fully explore the hidden correlation among adjacent observations. In this paper, we first develop a novel prediction approach termed high-order hidden bivariate Markov model (H2BMM) for a stationary CRN. T