基于Wi-Fi信号的快速指纹室内定位

Nasim Alikhani, Shima Amirinanloo, V. Moghtadaiee, S. Ghorashi
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引用次数: 15

摘要

室内定位对于基于位置的服务和安全目的至关重要。无线局域网(WLAN)定位系统基于从接入点测量的接收信号强度(RSS)的指纹,可用于定位。由于指纹识别在室内定位中的有效性,指纹识别网络设计者试图在时间和精力上降低使用该技术的成本。本文提出了一种基于室内路径损耗模型的快速指纹识别方法。将该模型的定位精度与智能手机实测RSS数据进行了比较,验证了该方法的可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fast fingerprinting based indoor localization by Wi-Fi signals
Indoor localization is vital for location based services as well as security purposes. Wireless local area network (WLAN) positioning systems based on fingerprints of received signal strength (RSS) measured from access points, can be used for localization. Due to the effectiveness of fingerprinting in indoor positioning, fingerprinting network designers try to lower the cost of using this technique in terms of time and energy. In this paper, a fast fingerprinting method is presented, using indoor path-loss model instead of using reference points with complicated measurement devices. The accuracy of the localization by the proposed model is compared with the experimental RSS data collected via smart-phones and the feasibility of the idea is proved.
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