• DocumentCode
    3560732
  • Title

    Towards Miniaturization of a MEMS-Based Wearable Motion Capture System

  • Author

    Brigante, Carmen M N ; Abbate, Nunzio ; Basile, Adriano ; Faulisi, Alessandro Carmelo ; Sessa, Salvatore

  • Author_Institution
    STMicroelectronics, Catania, Italy
  • Volume
    58
  • Issue
    8
  • fYear
    2011
  • Firstpage
    3234
  • Lastpage
    3241
  • Abstract
    This paper presents a modular architecture to develop a wearable system for real-time human motion capture. The system is based on a network of smart inertial measurement units (IMUs) distributed on the human body. Each of these modules is provided with a 32-bit RISC microcontroller (MCU) and miniaturized MEMS sensors: three-axis accelerometer, three-axis gyroscopes, and three-axis magnetometer. The MCU collects measurements from the sensors and implement the sensor fusion algorithm, a quaternion-based extended Kalman filter to estimate the attitude and the gyroscope biases. The design of the proposed IMU, in order to overcome the problems of the commercial solution, aims to improve performance and to reduce size and weight. In this way, it can be easily embedded in a tracksuit for total body motion reconstruction with considerable enhancement of the wearability and comfort. Furthermore, the main achievements will be presented with a performance comparison between the proposed IMU and some commercial platforms.
  • Keywords
    Kalman filters; accelerometers; gyroscopes; magnetometers; microcontrollers; microsensors; motion measurement; 32-bit RISC microcontroller; IMU; MCU; MEMS sensor-based wearable motion capture system; quaternion-based Kalman filter; sensor fusion algorithm; smart inertial measurement unit; three-axis accelerometer; three-axis gyroscope; three-axis magnetometer; Accelerometers; Gyroscopes; Kalman filters; Magnetic fields; Magnetic sensors; Magnetometers; Accelerometer; MEMS sensor; extended Kalman filter (EKF); gyroscope; motion capture;
  • fLanguage
    English
  • Journal_Title
    Industrial Electronics, IEEE Transactions on
  • Publisher
    ieee
  • Conference_Location
    4/29/2011 12:00:00 AM
  • ISSN
    0278-0046
  • Type

    jour

  • DOI
    10.1109/TIE.2011.2148671
  • Filename
    5759076