Poster: Detecting if a Smartphone is Indoors or Outdoors with Ultrasounds

I. Bisio, Alessandro Delfino, F. Lavagetto
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引用次数: 1

Abstract

Context information is fundamental for mobile application. A system able to detect if a smartphone is indoors or outdoors can give useful information to upper-level applications, permitting to improve their performance or reduce the computational load and consequently the lifetime of the smartphone battery. For example, GPS provides an accurate location reference in the outdoor environment while it performs poorly inside buildings. The proposed Indoor/Outdoor (IO) detector can provide a useful essential information to a localization application that can check whether the user is outdoors before turning on the GPS interface and decide not to turn it on and use other localization methods if the user is detected indoors. In mobile data services, mobile phones normally observe more WiFi access points (APs) with strong signals inside buildings, whereas it is unlikely to have good WiFi connections in outdoor environments. Therefore, knowing whether the smartphone is indoors or outdoors can help to make smarter decisions regarding whether to perform or not AP scans. Although it is clear that various applications may benefit from accurate and prompt indoor/outdoor information, the research work on indoor/outdoor detection of mobile devices is still lacking. There are mainly two techniques to perform such detection. One is to use GPS and its signal quality as a cue to infer if the user is indoor. This technique is proven to be highly power consuming. Another technique is to leverage the sensors which the smartphone is equipped with. IO detection can be done by exploiting lightweight sensors such as the light sensor, the radio interface and the magnetism sensor [1]. The proposed IO detector is an active system. The phone periodically emits an ultrasonic ping using its in-built speakers and continuously listens for the echoes through its microphone. It is impossible to identify the direction of the echoes being the microphone (as well as the phone speakers) non-directional. The idea is that indoors the number and the intensity of the echoes should be higher than outdoors due to the higher number of obstacles. Translating such an idea into a practical Indoor/Outdoor detector means finding those features that model such behaviour. The proposed
海报:用超声波检测智能手机是在室内还是室外
上下文信息是移动应用程序的基础。一个能够检测智能手机是在室内还是室外的系统可以为上层应用提供有用的信息,从而提高它们的性能或减少计算负荷,从而延长智能手机电池的使用寿命。例如,GPS在室外环境中提供准确的位置参考,而在建筑物内则表现不佳。所提出的室内/室外(IO)检测器可以为定位应用程序提供有用的基本信息,该应用程序可以在打开GPS接口之前检查用户是否在室外,如果用户在室内被检测到,则决定不打开它并使用其他定位方法。在移动数据服务中,移动电话通常在建筑物内观察到更多信号较强的WiFi接入点,而在室外环境中则不太可能有良好的WiFi连接。因此,了解智能手机是在室内还是室外,有助于在是否执行AP扫描方面做出更明智的决定。虽然准确、及时的室内/室外信息对各种应用都有好处,但移动设备的室内/室外检测研究工作仍然缺乏。主要有两种技术来执行这种检测。一种是使用GPS及其信号质量作为线索来推断用户是否在室内。这种技术被证明是非常耗电的。另一种技术是利用智能手机配备的传感器。IO检测可以通过利用轻型传感器,如光传感器、无线电接口和磁传感器来完成[1]。所提出的IO检测器是一个主动系统。这款手机利用内置扬声器周期性地发出超声波ping信号,并通过麦克风持续监听回声。由于麦克风(以及电话扬声器)的非方向性,不可能识别回声的方向。这个想法是,室内回声的数量和强度应该比室外高,因为室内有更多的障碍物。将这样的想法转化为实际的室内/室外探测器意味着找到那些模拟这种行为的特征。被提议的
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