Title :
Spectrum sensing and channel utilization prediction by Nth-order markov chain model
Author :
Nakanishi, Ryota ; Ohta, Mai ; Taromaru, Makoto
Author_Institution :
Grad. Sch., Dept. of Electron. & Comput. Sci., Fukuoka Univ., Jonan, Japan
Abstract :
We propose a combined method of a spectrum sensing and a channel utilization state prediction for a cognitive radio system. In order to run the spectrum sensing, the cognitive user has to observe the surrounding wireless environment by using a received signal during the sensing period that the cognitive user cannot transmit any data. However, the proposed method can increase the chance of transmission at the cognitive users with the prediction of the future states instead of running the spectrum sensing of the channel. In this paper, we evaluate the proposed method by using the computer simulation.
Keywords :
Markov processes; cognitive radio; prediction theory; radio spectrum management; signal detection; channel utilization prediction; cognitive radio system; nth-order Markov chain model; spectrum sensing; wireless environment; Conferences; Hidden Markov models; Markov processes; Passive optical networks; Predictive models; Probability distribution; Sensors;
Conference_Titel :
Wireless Communications and Networking Conference Workshops (WCNCW), 2015 IEEE
Conference_Location :
New Orleans, LA
DOI :
10.1109/WCNCW.2015.7122551