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Characterizing Mobile Telephony Signals in Indoor Environments for Their Use in Fingerprinting-Based User Location

机译:表征室内环境中的移动电话信号,以供基于指纹的用户位置使用

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Fingerprinting techniques have been applied to locate users in indoor scenarios using WiFi signals. Although mobile telephony network is used for outdoor location, it is widely deployed and their signal more stable, thus being also a candidate to be used for fingerprinting. This paper describes the characterization of GSM/UMTS signals in indoor scenarios to check if their features allow to use them for constructing the radio maps needed for fingerprinting purposes. We have developed an Android application to collect the received signal information, such that makes the measurement process cheaper and easier. Measurements show that changes in location and device orientation can be identified by observing the received signal strength of the connected and neighboring base stations. Besides, detecting this variability is easier by using the GSM network than with UMTS technology. Therefore mobile telephony network seems suitable to perform fingerprinting-based indoor location.
机译:指纹技术已被应用到使用WiFi信号在室内场景中定位用户的位置。尽管移动电话网络被用于室外位置,但是它被广泛地部署并且其信号更加稳定,因此也是用于指纹识别的候选者。本文介绍了室内场景中GSM / UMTS信号的特征,以检查其功能是否允许将其用于构造用于指纹识别目的的无线电地图。我们已经开发了一个Android应用程序来收集接收到的信号信息,从而使测量过程更便宜,更容易。测量表明,可以通过观察连接的基站和相邻基站的接收信号强度来确定位置和设备方向的变化。此外,使用GSM网络比使用UMTS技术更容易检测到这种可变性。因此,移动电话网络似乎适合执行基于指纹的室内定位。

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