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Post sensing optimal channel selection in cognitive radio networks

机译:认知无线电网络中的透析最优渠道选择

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In cognitive radio networks parallel sensing the spectrum is not possible due to hardware limitations. This poses a challenge for good sequential sensing algorithms. We present a simple channel selection method for selecting the best channel amongst the sequentially scanned channels for the secondary user transmission taking the cost of scan per channel into consideration. We model the problem in the framework of the optimal stopping problem. Under practical assumptions, we show that this problem is a monotone problem and that the optimal policy is completely characterized by the one stage look ahead or 1 - sla set. We impose conditions on the states and analytically characterize the 1-sla set. We show that the policy from the finite horizon MDP and the analysis of the 1-sla set yield the same result for different distributions on the channel state.
机译:在认知无线电网络中,由于硬件限制,不可能感测光谱。这对良好的顺序传感算法构成了挑战。我们介绍了一种简单的频道选择方法,用于选择次级用户传输的顺序扫描通道中的最佳通道,以考虑每个通道的扫描成本。我们在最佳停止问题的框架内模范问题。在实际假设下,我们表明这个问题是一个单调问题,最佳政策完全是一个阶段向前看的一个阶段或1 - SLA集。我们施加了各州的条件,并分析了1-SLA集合。我们表明,来自有限地平线MDP的策略和1-SLA设置的分析产生了相同的频道状态下的分布结果。

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