• DocumentCode
    31964
  • Title

    Measuring the Effects of Lighting Distribution on Walking Speed and Head Pitch With Wearable Inertial Measurement Units

  • Author

    Patts, Justin ; Sammarco, John J. ; Eiter, Brianna

  • Author_Institution
    Nat. Inst. for Occupational Safety & Health, Pittsburgh, PA, USA
  • Volume
    50
  • Issue
    2
  • fYear
    2014
  • fDate
    March-April 2014
  • Firstpage
    1483
  • Lastpage
    1489
  • Abstract
    A comparative human performance evaluation of a miner´s walking speed and head pitch was conducted on miners wearing two types of LED cap lamps. Walking speed and head pitch are indirect indicators of improved lighting. The better that miners can see the floor, the faster they can walk and the less they pitch their heads downward to illuminate the floor with their cap lamps. NIOSH researchers developed a non-contact way to quantify human performance by using two small wireless, wearable inertial measurement units. Data were collected in the field from nine coal miners in an underground coal mine. The field results showed no statistical difference between the two cap lamps for walking speed. However, there was a trend of 2 ° lower head pitch for one of the cap lamps. The field testing procedures were then replicated in a controlled laboratory environment and the results indicated a 5-degree lower head tilt when using the same cap lamp and a corresponding difference in walking speed. A novel application of magnetometers for distance flagging is also presented. Finally, study limitations and a follow-up study are discussed.
  • Keywords
    LED lamps; coal; gait analysis; lighting; magnetometers; mining; statistical analysis; 5-degree lower head tilt; LED cap lamps; NIOSH researchers; coal miners; head pitch; lighting distribution; magnetometers; miner walking; statistical difference; walking speed; wearable inertial measurement units; Floors; Hazards; Legged locomotion; Light emitting diodes; Lighting; Magnetic heads; Standards; Head orientation; inertial measurement unit (IMU); mine illumination; mine safety; wearable sensors;
  • fLanguage
    English
  • Journal_Title
    Industry Applications, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0093-9994
  • Type

    jour

  • DOI
    10.1109/TIA.2013.2272713
  • Filename
    6557049