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Parallel Cyclostationarity-Exploiting Algorithm for Energy-Efficient Spectrum Sensing

机译:高效能谱传感的并行循环平稳开发算法

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摘要

The evolution of wireless communication systems leads to Dynamic Spectrum Allocation for Cognitive Radio, which requires reliable spectrum sensing techniques. Among the spectrum sensing methods proposed in the literature, those that exploit cyclostationary characteristics of radio signals are particularly suitable for communication environments with low signal-to-noise ratios, or with non-stationary noise. However, such methods have high computational complexity that directly raises the power consumption of devices which often have very stringent low-power requirements. We propose a strategy for cyclostationary spectrum sensing with reduced energy consumption. This strategy is based on the principle that p processors working at slower frequencies consume less power than a single processor for the same execution time. We devise a strict relation between the energy savings and common parallel system metrics. The results of simulations show that our strategy promises very significant savings in actual devices.
机译:无线通信系统的发展导致认知无线电的动态频谱分配,这需要可靠的频谱感应技术。在文献中提出的频谱感测方法中,那些利用无线电信号的循环平稳特性的方法特别适合于具有低信噪比或非平稳噪声的通信环境。但是,这样的方法具有很高的计算复杂度,这直接增加了经常具有非常严格的低功耗要求的设备的功耗。我们提出了一种减少能耗的循环平稳频谱传感策略。此策略基于以下原理:在相同的执行时间下,工作在较低频率的p个处理器比单个处理器消耗的功率少。我们在节能与通用并行系统指标之间建立了严格的关系。仿真结果表明,我们的策略有望在实际设备中节省大量成本。

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