Title :
Adaptive Sensing Technique to Maximize Spectrum Utilization in Cognitive Radio
Author_Institution :
Telecommun. Bus., Samsung Electron., Suwon, South Korea
Abstract :
A cognitive radio (CR) system exploits spectrum bands that primary users (PUs) are licensed to use. The CR performs channel sensing to find spectrum opportunities. Conventional periodic sensing schemes require a long sensing time to detect a weak signal from the PU with fast channel-usage variation. Since the CR network should be quiet during a sensing period, a long sensing time results in low spectrum utilization. To improve spectrum utilization, we propose a novel sensing scheme that adaptively decides whether to sense the channel or to transmit the user data based on previous sensing results. The simulation results show that the proposed scheme significantly outperforms the conventional scheme.
Keywords :
Markov processes; cognitive radio; adaptive sensing technique; channel-usage variation; cognitive radio; partially observable Markov decision process; spectrum utilization; Cognitive radio (CR); energy detection; opportunistic spectrum access; partially observable Markov decision process (POMDP);
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2009.2036631