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A survey of experimental evaluation in indoor localization research

机译:室内定位研究中的实验评估调查

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During the last decade, research in indoor localization and navigation has focused on techniques, protocols, and algorithms. The first International Conference on Indoor Positioning and Indoor Navigation (IPIN) was held in 2010. Since then, this annual conference showed the progress of research and technology. The variations of evaluation methods are significant in this field: they range from none, to extensive simulations, and real-world experiments under non-lab conditions. We look at the articles published in the proceedings of IPIN by IEEE Xplore from 2010 to 2014, and analyze the development of evaluation methods. We categorized 183 randomly selected papers, in respect to five different aspects. Namely: (1) the underlying system/technology in use, (2) the evaluation method for the proposed technique, (3) the method of ground truth data gathering, (4) the applied metrics, and (5) whether the authors establish a baseline for their work.
机译:在过去的十年中,室内定位和导航的研究集中在技术,协议和算法上。首届国际室内定位与室内导航会议(IPIN)于2010年举行。此后,该年度会议展示了研究和技术的进步。评估方法的变化在该领域中意义重大:从无评估到广泛的模拟,以及在非实验室条件下的实际实验。我们回顾了2010年至2014年IEEE Xplore在IPIN会议上发表的文章,并分析了评估方法的发展。我们从五个不同方面对183篇随机选择的论文进行了分类。即:(1)使用中的基础系统/技术;(2)所提出技术的评估方法;(3)实地数据收集方法;(4)应用的度量标准;(5)作者是否确定他们工作的基准。

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