title: Effect of interpolation on parameters extracted from seating interface pressure arrays.
abstract: Interpolation is a common data processing step in the study of interface pressure data collected at the wheelchair seating interface. However, there has been no focused study on the effect of interpolation on features extracted from these pressure maps, nor on whether these parameters are sensitive to the manner in which the interpolation is implemented. Here, two different interpolation paradigms, bilinear versus bicubic spline, are tested for their influence on parameters extracted from pressure array data and compared against a conventional low-pass filtering operation. Additionally, analysis of the effect of tandem filtering and interpolation, as well as the interpolation degree (interpolating to 2, 4, and 8 times sampling density), was undertaken. The following recommendations are made regarding approaches that minimized distortion of features extracted from the pressure maps: (1) filter prior to interpolate (strong effect); (2) use of cubic interpolation versus linear (slight effect); and (3) nominal difference between interpolation orders of 2, 4, and 8 times (negligible effect). We invite other investigators to perform similar benchmark analyses on their own data in the interest of establishing a community consensus of best practices in pressure array data processing.
authors: Cooperative Studies Program, Department of Veterans Affairs Connecticut Healthcare System, West Haven, CT;
authors: Michael
authors: M
authors: Wininger
authors: Barbara
authors: B
authors: Crane
mesh_terms: D000368:Aged; D000369:Aged, 80 and over; D002081:Buttocks; D004867:Equipment Design; D005260:Female; D006801:Humans; D008297:Male; D008328:Man-Machine Systems; D011312:Pressure / Q000009:adverse effects*; D003668:Pressure Ulcer / Q000209:etiology / Q000517:prevention & control; D012815:Signal Processing, Computer-Assisted; D016474:Weight-Bearing; D014910:Wheelchairs
keywords: data processing; filtering; force; interpolation; pressure array; pressure map; pressure ulcer; seating; sitting; wheelchair