Collision reduction in cognitive radio using multichannel 1-persistent CSMA combined with reinforcement learning

Li, Haibin; Grace, David; Mitchell, Paul D.

Collision reduction in cognitive radio using multichannel 1-persistent CSMA combined with reinforcement learning

Li, Haibin and Grace, David and Mitchell, Paul D. (2010) Collision reduction in cognitive radio using multichannel 1-persistent CSMA combined with reinforcement learning. In: 5th International ICST Conference on Cognitive Radio Oriented Wireless Networks and Communications.

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Abstract

In this paper a novel multiple access scheme, M-CSMA-RL, is proposed for secondary users which combines multichannel 1-persistent CSMA and reinforcement learning. The scheme effectively reduces the probability of packet collisions among primary and secondary users sharing common spectrum. Compared w

Item Type:	Conference or Workshop Item (UNSPECIFIED)
Date Deposited:	04 Mar 2026 08:57
Last Modified:	18 Apr 2026 03:22
URI:	http://eprints.eai.eu/id/eprint/2528

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