WiFi GPS based combined positioning algorithm

Soumaya Zirari, P. Canalda, F. Spies
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引用次数: 48

Abstract

If nowadays, positioning becomes more and more accurate, and covers better and better a territory (indoor and outdoor), it remains territories where traditional (and basic) positioning system (GPS, gsm or WiFi) and hybrid ones (GPS- gsm, GPS-WiFi, GPS-WiFi-gsm, …) are insufficient and requires research investment treating combined positioning. In this paper we propose a GPS-WiFi combined positioning algorithm, based on trilateration technique. Real experiments and other simulation are conduced and demonstrate accuracy gains, even where various criteria dilution of precision (GPS dop's criteria, or ours WiFi geometrical and signal attenuation's dop proposal, or hybrid dop one's) indicate all the disruption of positioning service. A testbed scenario issued from a real urban campus environment validates not only our GPS-WiFi combined positioning algorithm but also an implementation of pertinent positioning techniques and dop's criteria. This work constitutes a further step to better position everywhere and to ensure continuity of a positioning service.
基于WiFi GPS的组合定位算法
在定位越来越精确,覆盖范围越来越广(室内和室外)的今天,传统(和基本)定位系统(GPS, gsm或WiFi)和混合定位系统(GPS- gsm, GPS-WiFi, GPS-WiFi-gsm,…)仍然存在不足,需要投入研究资金处理组合定位。本文提出了一种基于三边定位技术的GPS-WiFi组合定位算法。我们进行了真实的实验和其他模拟,并证明了精度的提高,即使在各种精度稀释标准(GPS dop标准,或我们的WiFi几何和信号衰减的dop建议,或混合dop建议)表明所有定位服务的中断。在真实的城市校园环境中发布的测试平台场景不仅验证了我们的GPS-WiFi组合定位算法,而且验证了相关定位技术和dop标准的实现。这项工作是更好地在各地定位和确保定位服务连续性的又一步骤。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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