一种高效的智能手机户外定位方法

Anhua Lin, Jianzhong Zhang, Kai Lu, Wen Zhang
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引用次数: 15

摘要

定位已经成为智能手机应用的一项关键服务。借助智能手机中集成的惯性导航单元,如加速度计、指南针等,我们可以提供可靠、准确的定位服务,克服了GPS巨大的能耗和基于GSM或Wi-Fi的系统定位精度不高的问题。在本文中,我们提出了一个可靠的和节能的定位系统,使用惯性传感器普遍发现在今天的智能手机。已开发出可靠的位移确定和航向方向算法。然后利用Vincenty公式计算端点的经度和纬度。为了防止累积误差,引入了基于本地地图信息和A-GPS的定位校正机制。对三星I9100的测量和在实际条件下的评估证实了预期的效益。结果表明,ACMG的功耗比GPS低24.7%,在我们的测试中平均定位精度小于6.7m。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An efficient outdoor localization method for smartphones
Location has become a key service for smartphone applications. With the help of inertial navigation unit integrated into smartphones, such as accelerometer and compass, we can provide reliable and accurate localization service, which overcomes huge energy consumption of GPS and rough location accuracy of systems based on GSM or Wi-Fi. In this paper, we present a reliable and energy-efficient localization system using inertial sensors commonly found on today's smartphone. Reliable algorithms for displacement determination and heading direction have been developed. Then Vincenty's formulae are employed to calculate the latitude and longitude of the endpoint. In order to prevent accumulated error, location correction mechanism based on local map information and A-GPS is introduced. Measurements on Samsung I9100 and evaluation in the real condition confirm anticipated benefits. Results show that ACMG uses 24.7% less power consumption than GPS, and get a mean location accuracy of less than 6.7m in our test.
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