Capuano Vincenzo, Xu Liangchun, Estrada Benavides Jose
Samsung Semiconductor, Inc., San Jose, CA 95134, USA.
Sensors (Basel). 2023 Sep 1;23(17):7609. doi: 10.3390/s23177609.
Embedding various sensors with powerful computing and storage capabilities in a small communication device, smartphones have become a prominent platform for navigation. With the increasing popularity of Apple CarPlay and Android Auto, smartphones are quickly replacing built-in automotive navigation solutions. On the other hand, smartphones are equipped with low-performance Micro Electro Mechanical Systems (MEMS) sensors to enhance their navigation performance in Global Navigation Satellite System (GNSS)-degraded or -denied environments. Compared with higher-grade inertial navigation systems (INS), MEMS-based INSs have a poor navigation performance due to large measurement errors. In this paper, we present laboratory test results on the stochastic and deterministic errors observed in MEMS inertial sensor measurements of five different smartphones from different manufacturers. Then, we describe and discuss the short-term effects of these errors on the pure inertial navigation performance and also on the navigation performance based on the tight coupling of INS with GNSS measurements using a smartphone.
智能手机将各种具备强大计算和存储能力的传感器集成在一个小型通信设备中,已成为一个重要的导航平台。随着苹果CarPlay和安卓汽车的日益普及,智能手机正在迅速取代汽车内置的导航解决方案。另一方面,智能手机配备了低性能的微机电系统(MEMS)传感器,以增强其在全球导航卫星系统(GNSS)信号减弱或受阻环境中的导航性能。与更高等级的惯性导航系统(INS)相比,基于MEMS的惯性导航系统由于测量误差大,导航性能较差。在本文中,我们展示了对来自不同制造商的五款不同智能手机的MEMS惯性传感器测量中观察到的随机误差和确定性误差的实验室测试结果。然后,我们描述并讨论了这些误差对纯惯性导航性能的短期影响,以及对使用智能手机基于INS与GNSS测量紧密耦合的导航性能的短期影响。