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Flash-Loc: Flashing mobile phones for accurate indoor localization

机译:Flash-Loc:对手机进行闪烁以实现准确的室内定位

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摘要

Accurate indoor localization is a key enabling technology for numerous applications such as indoor navigation, mobile social networking, and augmented reality. Despite major effort from the research community, state-of-the-art indoor localization performance remains unsatisfactory. Current approaches using radio frequency entail tedious site surveys and have limited accuracy. While vision-based localization techniques are promising, they struggle with human recognition and changing environments. This paper proposes Flash-Loc, an accurate indoor localization system leveraging flashes of light to localize people carrying mobile phones in areas with deployed surveillance cameras. A person's mobile phone emits a sequence of flashes that uniquely “represents” the person from the cameras' view. Flash-Loc develops three key mechanisms that distinguish people while avoiding long irritating flashes: adaptive-length flash coding, pulse width modulation based flash generation, and image subtraction based flash localization. Further, we design a system in which Flash-Loc cooperates with fingerprinting and dead reckoning for accurate human localization. We implement Flash-Loc on commercial off-the-shelf equipment. Our real-world experiments show Flash-Loc achieves accurate indoor localization by itself and in cooperation with other localization technology. In particular, Flash-Loc can localize a user 45 m away from the camera with sub-meter accuracy.
机译:准确的室内定位是一项关键技术,可用于众多应用,例如室内导航,移动社交网络和增强现实。尽管研究界做出了巨大的努力,但是最新的室内本地化性能仍然不能令人满意。当前使用射频的方法需要繁琐的现场调查,并且准确性有限。尽管基于视觉的定位技术很有前途,但它们却与人类的认知和不断变化的环境作斗争。本文提出了Flash-Loc,这是一种精确的室内定位系统,可利用闪光灯来定位配备了监控摄像头的区域中携带手机的人员。一个人的手机发出一系列闪烁,从照相机的角度唯一地“代表”该人。 Flash-Loc开发了三种能够在区分人的同时避免长时间刺激性闪光的关键机制:自适应长度闪光编码,基于脉冲宽度调制的闪光生成和基于图像减法的闪光定位。此外,我们设计了一个系统,其中Flash-Loc与指纹和航位推算配合使用以实现准确的人类定位。我们在商用现货设备上实施Flash-Loc。我们的实际实验表明,Flash-Loc本身可以与其他定位技术合作实现精确的室内定位。特别是,Flash-Loc可以以亚米精度将用户定位在距离相机45 m的地方。

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