Efficient Quantized Soft Decision for Cooperative Sensing System in Cognitive Radio

Younes Bouzegag, D. Teguig, A. Maali
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Abstract

In order to reduce the bandwidth requirement for reporting channel, we investigated soft and hard data combining rules in cooperative sensing system. Motivated by the detection performance of soft schemes, we further propose an improved quantized soft scheme with two-bit. Simulation findings show that the proposed method out-performs hard decision rules and approaches the detection performance of square law combining rule with reduced cooperative overhead. As a result, the introduced quantized soft scheme can achieve approximately all the benefits of soft decision combining with low complexity and control channel cost.
认知无线电协同感知系统的高效量化软决策
为了降低报告信道的带宽需求,研究了协同传感系统中软硬数据组合规则。考虑到软方案的检测性能,我们进一步提出了一种改进的2位量化软方案。仿真结果表明,该方法优于硬决策规则,接近平方律组合规则的检测性能,同时降低了协作开销。结果表明,所引入的量化软决策方案可以近似地实现软决策的所有优点,同时具有较低的复杂度和控制通道成本。
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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