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Vol. 173, Issue 6, June 2014, pp. 68-74

 

Bullet

 

EWA Selection Strategy with Channel Handoff Scheme in Cognitive Radio
 

1 Yong, Sun, 2 Jiansheng, Qian

School of Information and Electrical Engineering (SIEE), China University of Mining and Technology (CUMT), Xuzhou, Jiangsu, 221008, China
1 Tel.: +86 0516-83884819, fax: +86 0516-83884819

1 E-mail: SnowandSunshine@msn.com

 

Received: 18 April 20014 /Accepted: 31 May 2014 /Published: 30 June 2014

Digital Sensors and Sensor Sysstems

 

Abstract: This paper proposes an improved Experience-Weighted Attraction (EWA) selection algorithm with channel handoff scheme in order to meet the practical requirement for Cognitive Radio (CR) application. In further research, sensitivity and stability verification is conducted by focusing on the comparison with Q learning algorithm after the establishment of a wireless simulation space with time slot sequences that extremely imitates real Cognitive Radio environments. The emulation results show that channel selection strategy with EWA learning has more advantageous performance.

 

Keywords: Wireless communications, Intelligent Radio (IR), Cognitive Radio (CR), Reinforcement Learning (RL), Experience-Weighted Attraction (EWA).

 

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