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Energy-efficient cooperative sensing scheduling for heterogeneous channel access in Cognitive Radio

机译:认知无线电中异构信道接入的节能协作感知调度

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As a promising technology to implement Dynamic Spectrum Access (DSA), Cognitive Radio (CR) is envisioned to evolve to be Green. In this paper, the Cooperative Sensing Scheduling (CSS) problem for Cognitive Radio Network (CRN) is analyzed by taking both the performance and energy consumption of spectrum sensing into consideration. We model the CSS problem under a practical scenario where primary user (PU) channels are heterogeneous in terms of channel protection criteria, idling probabilities and channel capacities. With the objective to find an optimal and efficient secondary users (SUs) assignment scheme, we formulate the CSS problem into a nonlinear integer programming problem. The intricate two-dimensional trade-off among energy efficiency, sensing performance and spectrum opportunity exploration is presented and properly tackled. We explore the inherent property of this problem by adopting a two-step approach. In the first step, by fixing the number of SUs participating in sensing, the problem is converted to an M-concave problem and an efficient algorithm for optimal SU assignment is proposed. With this scheme, we then investigate the appropriate number of SUs participating in sensing in the second step. Based on these two steps, the final SU assignment scheme is proposed. The optimality of this assignment scheme is proved theoretically and verified numerically.
机译:作为实现动态频谱访问(DSA)的有前途的技术,认知无线电(CR)有望发展为绿色。本文通过考虑频谱感知的性能和能耗来分析认知无线电网络(CRN)的协作感知调度(CSS)问题。我们在实际情况下对CSS问题进行建模,在这种情况下,主要用户(PU)通道在通道保护标准,空闲概率和通道容量方面是异构的。为了找到最佳和有效的二级用户(SU)分配方案,我们将CSS问题公式化为非线性整数规划问题。提出并妥善解决了能源效率,传感性能和频谱机会探索之间的复杂二维权衡问题。我们通过采用两步法来探索此问题的固有性质。第一步,通过固定参与感测的SU的数量,将该问题转换为M凹问题,并提出一种用于优化SU分配的有效算法。使用此方案,我们然后调查第二步中参与感应的SU的适当数量。基于这两个步骤,提出了最终的SU分配方案。理论上证明了该分配方案的最优性,并进行了数值验证。

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