2012³â Ãß°è Çмú´ëȸ
Current Result Document :
ÇѱÛÁ¦¸ñ(Korean Title) |
Improving data transmission rate for SU in CR Network with multi-radio by using Q-learning method |
¿µ¹®Á¦¸ñ(English Title) |
Improving data transmission rate for SU in CR Network with multi-radio by using Q-learning method |
ÀúÀÚ(Author) |
Le Anh Tuan
Choong Seong Hong
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¿ø¹®¼ö·Ïó(Citation) |
VOL 39 NO. 2(D) PP. 0135 ~ 0136 (2012. 11) |
Çѱ۳»¿ë (Korean Abstract) |
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¿µ¹®³»¿ë (English Abstract) |
This paper concerns about handover problem of Secondary User (SU) in Cognitive Radio Network(CRN). A new scheme with optimal SU's handover is proposed to improve the data transmission rate in CRN with a multi-radio. Specifically, our problem is formulated as reinforcement learning approach (Q-learning) to maximize expected reward (data transmission rate) in a long term. Simulation results show the effectiveness of our proposed scheme.
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Å°¿öµå(Keyword) |
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