EchoTag:智能手机精确的室内定位标签

Yu-Chih Tung, K. Shin
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引用次数: 125

摘要

我们提出了一种新的移动系统,称为EchoTag,它使手机能够标记和记住室内位置,而不需要任何额外的传感器或预先安装的基础设施。EchoTag背后的主要思想是通过手机的扬声器传输声音信号,并通过手机的麦克风感应其反射,从而主动产生声学特征。与广泛使用的被动感知相比,这种主动感知提供了对采集签名的更细粒度的控制。例如,由于传感信号是由EchoTag控制的,因此可以有意地选择它来丰富传感信号,并从无用的反射中去除噪声。大量实验表明,EchoTag在1cm分辨率下识别11个标签的准确率为98%,并且在训练一周后仍保持90%的准确率。有了这个精确的位置标签,人们可以实现许多有趣的应用,比如当手机放在床边的预定义位置/区域时,它会自动打开静音模式,或者如果它放在家庭娱乐系统附近,它会向扬声器播放喜欢的歌曲。我们可用性研究的大多数参与者都同意EchoTag的潜在应用的有用性,以及它在支持这些应用方面的传感精度的充分性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
EchoTag: Accurate Infrastructure-Free Indoor Location Tagging with Smartphones
We propose a novel mobile system, called EchoTag, that enables phones to tag and remember indoor locations without requiring any additional sensors or pre-installed infrastructure. The main idea behind EchoTag is to actively generate acoustic signatures by transmitting a sound signal with a phone's speakers and sensing its reflections with the phone's microphones. This active sensing provides finer-grained control of the collected signatures than the widely-used passive sensing. For example, because the sensing signal is controlled by EchoTag, it can be intentionally chosen to enrich the sensed signatures and remove noises from useless reflections. Extensive experiments show that EchoTag distinguishes 11 tags at 1cm resolution with 98% accuracy and maintains 90% accuracy even a week after its training. With this accurate location tagging, one can realize many interesting applications, such as automatically turning on the silent mode of a phone when it is placed at a pre-defined location/area near the bed or streaming favorite songs to speakers if it is placed near a home entertainment system. Most participants of our usability study agree on the usefulness of EchoTag's potential applications and the adequacy of its sensing accuracy for supporting these applications.
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