• DocumentCode
    3415454
  • Title

    A Distributed Wearable, Wireless Sensor System for Evaluating Professional Baseball Pitchers and Batters

  • Author

    Lapinski, Michael ; Berkson, Eric ; Gill, Thomas ; Reinold, Mike ; Paradiso, Joseph A.

  • Author_Institution
    Responsive Environments Group, MIT Media Lab., Cambridge, MA, USA
  • fYear
    2009
  • fDate
    4-7 Sept. 2009
  • Firstpage
    131
  • Lastpage
    138
  • Abstract
    This paper introduces a compact, wireless, wearable system that measures signals indicative of forces, torques and other descriptive and evaluative features that the human body undergoes during bursts of extreme physical activity (such as during athletic performance). Standard approaches leverage highspeed camera systems, which need significant infrastructure and provide limited update rates and dynamic accuracy. This project uses 6 degree-of-freedom inertial measurement units worn on various segments of an athlete´s body to directly make these dynamic measurements. A combination of low and high range sensors enables sensitivity for both slow and fast motion, and the addition of a compass helps in tracking joint angles. Data from the battery powered nodes is acquired using a custom wireless protocol over an RF link and analyzed offline. Several professional pitchers and batters were instrumented with the system and data was gathered over many pitches and swings. We show some biomechanically descriptive parameters extracted from this data, and highlight ongoing work and system improvements.
  • Keywords
    angular measurement; cameras; data acquisition; force measurement; gait analysis; torque measurement; wireless sensor networks; RF link; athletic performance evaluation; battery powered node; biomechanically descriptive parameter; compact system; custom wireless protocol; data acquisition; distributed wearable wireless sensor system; force signal indication; highspeed camera system; human body physical activity; inertial measurement unit; joint angle tracking; low-high range sensor combination; professional baseball batter evaluation; professional baseball pitcher evaluation; torque signal indication; Battery charge measurement; Cameras; Force measurement; Humans; Measurement units; Sensor systems; Torque measurement; Tracking; Wireless application protocol; Wireless sensor networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wearable Computers, 2009. ISWC '09. International Symposium on
  • Conference_Location
    Linz
  • ISSN
    1550-4816
  • Print_ISBN
    978-0-7695-3779-5
  • Type

    conf

  • DOI
    10.1109/ISWC.2009.27
  • Filename
    5254659