Signal Processing Algorithms for Position Measurement with MEMS-Based Accelerometer

被引:0
|
作者
Du, J. [1 ,2 ]
Gerdtman, C. [2 ]
Linden, Maria [1 ]
机构
[1] Malardalen Univ, Sch Innovat Design & Engn, Gurksaltargatan 9, S-72218 Vasteras, Sweden
[2] Mot Control & Vasteras AB, S-72130 Vasteras, Sweden
关键词
Accelerometer; integration; MEMS; signal processing; drift;
D O I
10.1007/978-3-319-12967-9_10
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
This paper presents signal processing algorithms for position measurements with MEMS-accelerometers in a motion analysis system. The motion analysis system is intended to analyze the human motion with MEMS-based-sensors which is a part of embedded sensor systems for health. MEMS-accelerometers can be used to measure acceleration and theoretically the velocity and position can be derived from the integration of acceleration. However, there normally is drift in the measured acceleration, which is enlarged under integration. In this paper, the signal processing algorithms are used to minimize the drift during integration by MEMS-based accelerometer. The simulation results show that the proposed algorithms improved the results a lot. The algorithm reduced the drift in one minute by about 20 meters in the simulation. It can be seen as a reference of signal processing for the motion analysis system with MEMS-based accelerometer in the future work.
引用
收藏
页码:36 / 39
页数:4
相关论文
共 50 条
  • [31] A MEMS-Based Electrochemical Angular Accelerometer With Integrated Plane Electrodes for Seismic Motion Monitoring
    Liu, Bowen
    Wang, Junbo
    Chen, Deyong
    Chen, Jian
    Xu, Chao
    Liang, Tian
    Qi, Wenjie
    Zheng, Xichen
    She, Xu
    IEEE SENSORS JOURNAL, 2020, 20 (18) : 10469 - 10475
  • [32] Polarity-sensitive position controller for MEMS-based radiation sensing
    Hammig, Mark D.
    Wehe, David K.
    NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 2007, 579 (01): : 113 - 116
  • [33] Signal processing algorithms for temperauture drift in a MEMS-gyro-based head mouse
    Du, Jiaying
    Gerdtman, Christer
    Linden, Maria
    21ST INTERNATIONAL CONFERENCE ON SYSTEMS, SIGNALS AND IMAGE PROCESSING (IWSSIP 2014), 2014, : 123 - 126
  • [34] An integrated position-sensing system for a MEMS-based cochlear implant
    Wang, J
    Gulari, A
    Wise, KD
    IEEE INTERNATIONAL ELECTRON DEVICES MEETING 2005, TECHNICAL DIGEST, 2005, : 129 - 132
  • [35] A MEMS-based methodology for measurement of effective density and viscosity of nanofluids
    Ghanbari, Mina
    Rezazadeh, Ghader
    EUROPEAN JOURNAL OF MECHANICS B-FLUIDS, 2021, 86 : 67 - 77
  • [36] Application of MEMS-based Inertial Technology to Measurement of Rocket Projectile
    Duan Xiaomin
    Liu Jun
    2011 INTERNATIONAL CONFERENCE ON ELECTRONICS, COMMUNICATIONS AND CONTROL (ICECC), 2011, : 158 - 161
  • [37] Tiny MEMS-Based Pressure Sensors in the Measurement of Intracranial Pressure
    Yanhang Zhang
    Zhaohua Zhang
    Bo Pang
    Li Yuan
    Tianling Ren
    Tsinghua Science and Technology, 2014, 19 (02) : 161 - 167
  • [38] MEMS-based attitude measurement system for miniature air vehicle
    Zhang, Lijie
    Chang, Ji
    Zhendong Ceshi Yu Zhenduan/Journal of Vibration, Measurement and Diagnosis, 2010, 30 (06): : 698 - 702
  • [39] Tiny MEMS-Based Pressure Sensors in the Measurement of Intracranial Pressure
    Zhang, Yanhang
    Zhang, Zhaohua
    Pang, Bo
    Yuan, Li
    Ren, Tianling
    TSINGHUA SCIENCE AND TECHNOLOGY, 2014, 19 (02) : 161 - 167
  • [40] A MEMS-based methodology for measurement of effective density and viscosity of nanofluids
    Ghanbari, Mina
    Rezazadeh, Ghader
    Ghanbari, Mina (m.ghanbari@urmia.ac.ir), 1600, Elsevier Ltd (86): : 67 - 77