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Wireless standard technology identification via signal temporal characteristics: a comprehensive 802.11b/g case study

机译:通过信号时间特性识别无线标准技术:全面的802.11b / g / n案例研究

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摘要

ISM spectrum is becoming increasingly populated with various wireless technologies. Consequently, wireless coexistence suffers especially when heterogeneous communicating wireless devices are collocated and sharing the same spectrum. Technology awareness of the collocated devices provides a pathway to improving wireless coexistence. This paper presents a novel method for identifying wireless technologies through the use of simple energy detection techniques to measure channel temporal characteristics including activity and idle time probability distributions. Wireless technology identification enables situational awareness to improve coexistence and reduce interference among the devices. An intelligent wireless device is capable of detecting wireless technologies operating in the vicinity. In this work, a wireless technology identification algorithm was assessed experimentally. Temporal traffic pattern for 802.11b/g homogeneous and heterogeneous networks were measured and used as algorithm input. Identification accuracies of up to 96.83% and 85.9% were achieved for homogeneous and heterogeneous networks, respectively.
机译:ISM频谱越来越多地使用各种无线技术。因此,特别是当异构通信无线设备并置并共享相同频谱时,无线共存会受到影响。并置设备的技术意识为改善无线共存提供了途径。本文提出了一种通过使用简单的能量检测技术来测量信道时间特性(包括活动和空闲时间概率分布)来识别无线技术的新颖方法。无线技术识别使态势感知能够改善共存并减少设备之间的干扰。智能无线设备能够检测附近运行的无线技术。在这项工作中,对无线技术识别算法进行了实验评估。测量了802.11b / g / n同构和异构网络的时间流量模式,并将其用作算法输入。同类和异类网络的识别准确率分别达到96.83%和85.9%。

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