A reliable and energy-efficient outdoor localisation method for smartphones

被引:4
|
作者
Lin, Anhua [1 ]
Zhang, Jianzhong [1 ]
Jiang, Xiangzhou [1 ]
Zhang, Jingya [1 ]
机构
[1] Nankai Univ, Coll Comp & Control Engn, Weijin Rd 94, Tianjin 300071, Peoples R China
基金
高等学校博士学科点专项科研基金; 中国国家自然科学基金;
关键词
step detection; step length; heading direction; corner signature; outdoor localisation; map tiles;
D O I
10.1504/IJAHUC.2016.10000320
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Location has become a key service for smartphone applications. Nowadays, GPS and network-based technology have been widely used to provide location service. However, the former suffers its high power consumption, and the latter has some imperfections in location accuracy. In this paper, we present a reliable and energy-efficient localisation system using inertial sensors commonly found on today's smartphone. We first give an overall view of the localisation system, and then describe the key components separately. Furthermore, reliable algorithms for displacement determination and heading direction have been developed, and Vincenty's formulae are used to calculate the location of the endpoint. Location error correction mechanisms are also proposed to prevent accumulated error. Evaluation on Samsung 19100 in the real condition confirm anticipated benefits, and results show that ACMG uses 24.7% less power than GPS, and get a mean location accuracy of less than 6.7m in the playground of Nankai University.
引用
收藏
页码:230 / 242
页数:13
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