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- Title
应答式干扰下基于 Q 学习算法的跳频系统信道调度方法.
- Authors
徐长月; 黄高明; 侯小阳
- Abstract
In response to effect of reactive jamming on frequency hopping(FH) communication,a mode of cognitive radio frequency hopping system's the channel scheduling based on the Q-learning algorithm is proposed. The model uses the method of machine learning to find out the most reasonable strategy of avoiding jamming according to the real-time evaluation rewards on hopping behaviors of the cognitive system, and realizes adapting to the jamming eventually. The performance of the application in response to the reactive jamming is simulated on Simulink and the results show that it can significantly reduce the bit error rate (BER) of FH system less than one percent which is nearly close to the one in unjammed condition.
- Publication
Telecommunication Engineering, 2017, Vol 57, Issue 12, p1451
- ISSN
1001-893X
- Publication type
Article
- DOI
10.3969/j.issn.1001-893x.2017.12.018