Robust Heading Estimation in Mobile Phones

被引:1
|
作者
Casado, Fernando E. [1 ]
Nieto, Adrian [2 ]
Iglesias, Roberto [1 ]
Regueiro, Carlos, V [3 ]
Barro, Senen [1 ]
机构
[1] Univ Santiago de Compostela, CiTIUS Ctr Singular Invest Tecnoloxias Informac, Santiago De Compostela 15782, Spain
[2] Situm Technol SL, Santiago De Compostela 15782, Spain
[3] Univ A Coruna, Dept Comp Engn, La Coruna 15071, Spain
来源
FROM BIOINSPIRED SYSTEMS AND BIOMEDICAL APPLICATIONS TO MACHINE LEARNING, PT II | 2019年 / 11487卷
关键词
Heading estimation; Mobile phones; Indoor navigation; Inertial sensor fusion; Pattern classification; Attitude estimation;
D O I
10.1007/978-3-030-19651-6_18
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Nowadays, mobile phones are used more and more for purposes that have nothing to do with phone calls or simple data transfers. One example is indoor inertial navigation. Within this task, a central problem is to obtain a good estimation of the user heading, robust to magnetic interference and changes in the position of the mobile device with respect to the user. In this paper we propose a method able to provide a robust user heading as a result of detecting the relative position of the mobile phone with respect to the user, together with a heuristic computation of the heading from different Euler representations. We have performed an experimental validation of our proposal comparing it with the Android default compass. The results confirm the good performance of our method.
引用
收藏
页码:180 / 190
页数:11
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