Smartphone MEMS Accelerometer and Gyroscope Measurement Errors: Laboratory Testing and Analysis of the Effects on Positioning Performance

被引:3
|
作者
Capuano, Vincenzo [1 ]
Xu, Liangchun [1 ]
Estrada Benavides, Jose [1 ]
机构
[1] Samsung Semicond Inc, San Jose, CA 95134 USA
关键词
MEMS; INS; navigation; positioning; smartphones; SENSORS;
D O I
10.3390/s23177609
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
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.
引用
收藏
页数:25
相关论文
共 50 条
  • [21] Suspension design analysis on the performance of MEMS area-changed lateral capacitive accelerometer
    Bais, B
    Majlis, BY
    2004 IEEE International Conference on Semiconductor Electronics, Proceedings, 2004, : 335 - 339
  • [22] Statistical Analysis of Noise Measurement System Based on Accelerometer-Gyroscope GY-521 and Arduino Platform
    Kosobutskyy, Petro
    Ferens, Roman
    2017 14TH INTERNATIONAL CONFERENCE: THE EXPERIENCE OF DESIGNING AND APPLICATION OF CAD SYSTEMS IN MICROELECTRONICS (CADSM), 2017, : 405 - 407
  • [23] Simultaneous compensation of systematic errors of a low-cost MEMS triaxial accelerometer and its temperature dependency without accurate laboratory equipment
    Khankalantary, Saeed
    Ranjbaran, Saeed
    Mohammadkhani, Hassan
    SENSOR REVIEW, 2021, 41 (02) : 208 - 215
  • [24] Method for Testing Motion Analysis Laboratory Measurement Systems
    Hakkarainen, Marko J.
    Bragge, Timo
    Liikavainio, Tuomas
    Arokoski, Jari
    Karjalainen, Pasi A.
    Tarvainen, Mika
    JOURNAL OF BIOMECHANICAL ENGINEERING-TRANSACTIONS OF THE ASME, 2010, 132 (11):
  • [25] Analysis and Elimination of Common-Mode Errors in Workspace Measurement and Positioning System
    Guo Siyang
    Lin Jiarui
    Yang Linghui
    Zhu Jigui
    LASER & OPTOELECTRONICS PROGRESS, 2019, 56 (04)
  • [26] Animal-mounted gyroscope/accelerometer/magnetometer: In situ measurement of the movement performance of fast-start behaviour in fish
    Noda, Takuji
    Kawabata, Yuuki
    Arai, Nobuaki
    Mitamura, Hiromichi
    Watanabe, Shun
    JOURNAL OF EXPERIMENTAL MARINE BIOLOGY AND ECOLOGY, 2014, 451 : 55 - 68
  • [27] Analysis of phase measurement performance of fiber optic gyroscope based on entangled state and parity measurement
    Hui, Jun
    Chai, Hongzhou
    Du, Zhenqiang
    Zhongguo Guanxing Jishu Xuebao/Journal of Chinese Inertial Technology, 2022, 30 (06): : 791 - 798
  • [28] Effects of Filler Characteristics on the Performance of Asphalt Mastic: A Statistical Analysis of the Laboratory Testing Results
    Sheng Bo Zhou
    Shengjie Liu
    Yiming Xiang
    International Journal of Civil Engineering, 2018, 16 : 1175 - 1183
  • [29] Effects of Filler Characteristics on the Performance of Asphalt Mastic: A Statistical Analysis of the Laboratory Testing Results
    Zhou, Sheng Bo
    Liu, Shengjie
    Xiang, Yiming
    INTERNATIONAL JOURNAL OF CIVIL ENGINEERING, 2018, 16 (9A) : 1175 - 1183
  • [30] Integrated measurement of micro motions for MEMS dynamic performance analysis
    Li, DC
    Feng, YL
    Jin, SJ
    Jin, CY
    Hao, YL
    Zhang, DC
    PROCEEDINGS OF THE SECOND INTERNATIONAL SYMPOSIUM ON INSTRUMENTATION SCIENCE AND TECHNOLOGY, VOL 2, 2002, : 125 - 129