A Markovian approach to design criterion of cooperation in Cognitive Radio network

Pai Zhu, Chaoqun Dong, Ruimin Hu, Jiankun Chen, S. Chakravarty, Donglin Wang
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Abstract

Cognitive Radio(CR) is a promising technology to fully utilize the constrained spectrum, and cooperative spectrum sharing in cognitive network is regarded as an important and challenging issue. This paper considers that primary user(PU) is willing to coexist with secondary users(SUs) once it is paid and its Signal to Interference-plus-Noise Ratio(SINR) is assured. Since the spectrum state is not deterministic, an 8-state continuous time Markov chain(CTMC-8) based on the scenario of 1PU and 2SUs is built to predict the reward and cost of PU in a future period. The formula of expected profit difference(EPD) between cooperative state and uncooperative state is deduced to help PU decide whether to permit the cooperation in a future period. The SINR of relay user is also assured in a way in order to prevent the cooperation from being badly affected. Simulation shows the predictions of the profit before the cooperation and after the cooperation respectively, and shows that the model can effectively help decide whether to permit the cooperation in different location distributions.
认知无线电网络合作准则设计的马尔可夫方法
认知无线电(Cognitive Radio, CR)是一种很有前途的技术,可以充分利用受限频谱,而认知网络中的协同频谱共享是一个重要而具有挑战性的问题。本文认为,在主用户付费且信噪比(SINR)保证的情况下,主用户愿意与从用户共存。由于频谱状态不确定,基于1PU和2su的情景,构建了一个8状态连续时间马尔可夫链(CTMC-8)来预测未来一段时间内PU的回报和成本。推导出合作状态与非合作状态的期望利润差(EPD)公式,以帮助公司决定是否允许在未来一段时间内进行合作。在一定程度上保证了中继用户的信噪比,以避免对合作造成严重影响。仿真分别对合作前和合作后的利润进行了预测,表明该模型能够有效地帮助企业在不同的区位分布下决定是否允许合作。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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