TY - JOUR
T1 - Quantifying sway through surface deflection patterns
T2 - a novel approach using distributive tactile sensing
AU - Elliott, M.T.
AU - Petra, I.
AU - Ma, X.-H.
AU - Brett, P.N.
AU - Holding, D.J.
PY - 2009/10/1
Y1 - 2009/10/1
N2 - This paper describes an experiment that extends the distributive sensing approach to identify the three-dimensional location of an object in constant motion. Distributive sensing has previously been successful in the identification of size and location of statically placed objects. Here, a novel system is developed to measure balance or sway in patients. The experimental set-up consisted of a pendulum structure positioned on a supported steel plate. Three low-cost deflection sensors were positioned under the plate with the resulting signals used as inputs to a neural network implemented on a field-programmable gate array. The results show that the embedded system can accurately track the pendulum position in real time with a mean tracking error of around 6 per cent in all three dimensions. This evidence indicates that the technique is sufficiently sensitive and could be implemented in a pragmatic configuration for discriminating between balance and sway.
AB - This paper describes an experiment that extends the distributive sensing approach to identify the three-dimensional location of an object in constant motion. Distributive sensing has previously been successful in the identification of size and location of statically placed objects. Here, a novel system is developed to measure balance or sway in patients. The experimental set-up consisted of a pendulum structure positioned on a supported steel plate. Three low-cost deflection sensors were positioned under the plate with the resulting signals used as inputs to a neural network implemented on a field-programmable gate array. The results show that the embedded system can accurately track the pendulum position in real time with a mean tracking error of around 6 per cent in all three dimensions. This evidence indicates that the technique is sufficiently sensitive and could be implemented in a pragmatic configuration for discriminating between balance and sway.
KW - balance
KW - distributive tactile sensing
KW - neural networks
KW - pendulum
UR - http://journals.sagepub.com/doi/abs/10.1243/09544119JEIM509
UR - http://www.scopus.com/inward/record.url?scp=70349469803&partnerID=8YFLogxK
U2 - 10.1243/09544119JEIM509
DO - 10.1243/09544119JEIM509
M3 - Article
C2 - 19908429
AN - SCOPUS:70349469803
SN - 0954-4119
VL - 223
SP - 903
EP - 911
JO - Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine
JF - Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine
IS - 7
ER -