• DocumentCode
    1140009
  • Title

    Determination of Sit-to-Stand Transfer Duration Using Bed and Floor Pressure Sequences

  • Author

    Arcelus, Amaya ; Herry, Christophe L. ; Goubran, Rafik A. ; Knoefel, Frank ; Sveistrup, Heidi ; Bilodeau, Martin

  • Author_Institution
    Dept. of Syst. & Comput. Eng., Carleton Univ., Ottawa, ON, Canada
  • Volume
    56
  • Issue
    10
  • fYear
    2009
  • Firstpage
    2485
  • Lastpage
    2492
  • Abstract
    The duration of a sit-to-stand (SiSt) transfer is a representative measure of a person´s status of physical mobility. This paper measured the duration unobtrusively and automatically using a pressure sensor array under a bed mattress and a floor plate beside the bed. Pressure sequences were extracted from frames of sensor data measuring bed and floor pressure over time. The start time was determined by an algorithm based on the motion of the center of pressure (COP) on the mattress toward the front edge of the bed. The end time was determined by modeling the foot pressure exerted on the floor in the wavelet domain as the step response of a third-order transfer function. As expected, young and old healthy adults generated shorter SiSt durations of around 2.31 and 2.88 s, respectively, whereas post-hip fracture and post-stroke adults produced longer SiSt durations of around 3.32 and 5.00 s. The unobtrusive nature of pressure sensing techniques used in this paper provides valuable information that can be used for the ongoing monitoring of patients within extended-care facilities or within the smart home environment.
  • Keywords
    biomedical equipment; biomedical measurement; intelligent sensors; patient care; patient monitoring; pressure sensors; sensor arrays; time measurement; transfer functions; wavelet transforms; bed mattress; floor plate; foot pressure modeling; patient care; patient monitoring; physical mobility; pressure sensor array; pressure sequences; sit-to-stand transfer duration; smart home environment; third-order transfer function; wavelet domain; Accelerometers; Biomedical measurements; Data mining; Foot; Light emitting diodes; Monitoring; Patient monitoring; Pressure measurement; Sensor arrays; Smart homes; Systems engineering and theory; Time measurement; Wavelet domain; Biomedical monitoring; intelligent sensors; modeling; pressure sensing; smart home technology; Activities of Daily Living; Adolescent; Adult; Algorithms; Artificial Intelligence; Beds; Floors and Floorcoverings; Humans; Middle Aged; Monitoring, Physiologic; Movement; Posture; Pressure; Signal Processing, Computer-Assisted; Statistics, Nonparametric; Stroke; Video Recording;
  • fLanguage
    English
  • Journal_Title
    Biomedical Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9294
  • Type

    jour

  • DOI
    10.1109/TBME.2009.2026733
  • Filename
    5166519