基于多传感器射频传感的物联网中基于波形选择的高能效目标检测

Siva Karteek Bolisetti, M. Sharma, M. Patwary, A. Soliman, E. Benkhelifa, M. Maguid
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引用次数: 0

摘要

在本文中,我们探索了基于多传感器射频(RF)传感的物联网(IoT)监控应用。射频传感技术是下一代技术,它比传统的传感手段具有明显的优势。传统上,能量检测(ED)由于其较低的计算复杂度而被用于监视应用。然而,由于高误检率,ED是不可靠的。有必要制定监测战略,提供可靠的目标检出率。在本文中,我们提出了一种基于多传感器射频传感的物联网目标检测架构。为了在物联网中执行监控,在执行所需任务时需要多个传感器节点共存。来自相邻传感器节点的干扰波形对物联网目标检测的可靠性有重要影响。在本文中,提出了一种波形选择准则,以优化物联网中存在干扰波形的目标检测可靠性和功耗。
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Energy efficient target detection through waveform selection for multi-sensor RF sensing based Internet of Things
In this paper, we explore multi-sensor Radio Frequency (RF) sensing based Internet of Things (IoT) for surveillance applications. RF sensing techniques are the next generation technologies which offer distinct advantages over traditional means of sensing. Traditionally, Energy detection (ED) has been used for surveillance applications due to its low computational complexity. However, ED is unreliable due to high false detection rates. There is a need to develop surveillance strategies which offer reliable target detection rates. In this paper, we have proposed a multi-sensor RF sensing based target detection architecture for IoT. To perform surveillance within IoT, multiple sensor nodes are required to co-exist while performing the desired tasks. Interfering waveforms from the neighbouring sensor nodes have a significant impact on the target detection reliability of IoT. In this paper, a waveform selection criterion has been proposed to optimise the target detection reliability and power consumption within IoT in the presence of interfering waveforms.
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