WheelLoc:实现户外场景下手机连续定位服务

He Wang, Zhiyang Wang, G. Shen, Fan Li, Song Han, Feng Zhao
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引用次数: 37

摘要

基于位置的服务和应用程序的激增要求将位置服务作为一流的系统组件提供,该组件可以在短响应时间内返回准确的位置定位,并且节能。在本文中,我们介绍了WheelLoc -一个户外场景的连续系统定位服务的设计、实现和评估。与之前试图直接获得点位置固定的定位工作不同,WheelLoc采用了一种间接的方法:它寻求首先捕获用户移动轨迹,然后通过时间和速度感知的插值或外推来获得任何点的位置。WheelLoc完全避免了能源昂贵的传感器,完全依赖于常见的廉价传感器,如加速度计和磁力计。利用一套新颖的技术,利用公开可用的路线图和手机信号塔信息,WheelLoc能够满足一流组件的这些要求。实验结果证实了WheelLoc的有效性。它可以在40ms内返回精度约为40米的位置估计,仅消耗240mW的能量,并且有效地实现了比GPS占空比更好的能量-精度权衡。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
WheelLoc: Enabling continuous location service on mobile phone for outdoor scenarios
The proliferation of location-based services and applications calls for provisioning of location service as a first class system component that can return accurate location fix in short response time and is energy efficient. In this paper, we present the design, implementation and evaluation of WheelLoc - a continuous system location service for outdoor scenarios. Unlike previous localization efforts that try to directly obtain a point location fix, WheelLoc adopts an indirect approach: it seeks to capture a user mobility trace first and to obtain any point location by time- and speed-aware interpolation or extrapolation. WheelLoc avoids energy-expensive sensors completely and relies solely on commonly available cheap sensors such as accelerometer and magnetometer. With a set of novel techniques and the leverage of publicly available road maps and cell tower information, WheelLoc is able to meet those requirements of a first class component. Experimental results confirmed the effectiveness of WheelLoc. It can return a location estimate within 40ms with an accuracy about 40 meters, consumes only 240mW energy, and effectively strikes a better energy-accuracy tradeoff than GPS duty-cycling.
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