TY - GEN
T1 - Real-time tracking of a moving contacting load using the distributive tactile sensing method
AU - Brett, P. N.
AU - Ma, X.
AU - Holding, D. J.
AU - Elliott, M. T.
AU - Petra, I.
PY - 2007
Y1 - 2007
N2 - Motion measurement is a key function for patient diagnosis, therapy and rehabilitation in clinical disciplines ranging physiology, audiology, orthopaedics, neurophysiology. The equipment can be by video camera recording, machine vision systems and force plates. Motion analysis systems supported by multi-camera machine vision systems are an expensive solution for many applications. Force plates are another measurement tool that can be used in conjunction with a machine vision system or as a separate system. In the case of the latter set-up, the forceplate is able to measure the centroid and vector of the ground reaction force, and the data retrieved can be interpreted by clinical staff to determine the nature of balance or stance of a patient. There is valuable information in the transients that can be detected by this approach, however the forceplate cannot be utilised to discriminate other spatial factors in the way that the loads are applied by the patient on the surface. This paper reports the distributive approach to tactile sensing applied to infer the 3 dimensional motion of a moving mass in a supporting mechanism placed on the 2 dimensional sensing surface. The distributive approach has the advantage over forceplates on constructional costs and the ability to discriminate many motion metrics of patients. Implementation of the system using only three low cost deflection sensing elements, positioned under the surface with the resulting signals interpreted by neural network implemented on a Field Programmable Gate Array (FPGA) output near real time sampling rates greater than 70KHz. The investigation demonstrates that the performance is sufficiently accurate for the intended clinical application, having tracking errors of less than 5% in all three dimensions.
AB - Motion measurement is a key function for patient diagnosis, therapy and rehabilitation in clinical disciplines ranging physiology, audiology, orthopaedics, neurophysiology. The equipment can be by video camera recording, machine vision systems and force plates. Motion analysis systems supported by multi-camera machine vision systems are an expensive solution for many applications. Force plates are another measurement tool that can be used in conjunction with a machine vision system or as a separate system. In the case of the latter set-up, the forceplate is able to measure the centroid and vector of the ground reaction force, and the data retrieved can be interpreted by clinical staff to determine the nature of balance or stance of a patient. There is valuable information in the transients that can be detected by this approach, however the forceplate cannot be utilised to discriminate other spatial factors in the way that the loads are applied by the patient on the surface. This paper reports the distributive approach to tactile sensing applied to infer the 3 dimensional motion of a moving mass in a supporting mechanism placed on the 2 dimensional sensing surface. The distributive approach has the advantage over forceplates on constructional costs and the ability to discriminate many motion metrics of patients. Implementation of the system using only three low cost deflection sensing elements, positioned under the surface with the resulting signals interpreted by neural network implemented on a Field Programmable Gate Array (FPGA) output near real time sampling rates greater than 70KHz. The investigation demonstrates that the performance is sufficiently accurate for the intended clinical application, having tracking errors of less than 5% in all three dimensions.
KW - Clinical
KW - Motion
KW - Sensing
KW - Tactile
UR - http://www.scopus.com/inward/record.url?scp=48649110013&partnerID=8YFLogxK
U2 - 10.1109/MMVIP.2007.4430731
DO - 10.1109/MMVIP.2007.4430731
M3 - Conference contribution
AN - SCOPUS:48649110013
SN - 1424413583
SN - 9781424413584
T3 - Proceedings 14th International Conference on Mechatronics and Machine Vision in Practice, M2VIP2007
SP - 136
EP - 139
BT - Proceedings 14th International Conference on Mechatronics and Machine Vision in Practice, M2VIP 2007
T2 - 14th International Conference on Mechatronics and Machine Vision in Practice, M2VIP 2007
Y2 - 3 December 2007 through 5 December 2007
ER -