Title :
Motion recognition for paraplegic patients wearing a powered lower limb orthosis in ascending and descending
Author :
Yu, Chang-Jin ; Chen, Jian-Shiang ; Li, Yi-Jhen
Author_Institution :
Department of Power Mechanical Engineering, National Tsing Hua University, Hsinchu, Taiwan, R.O.C.
fDate :
May 31 2015-June 3 2015
Abstract :
We present the ascending and descending gait cycle of spinal cord injured(SCI) patients´ lower limb activities, an algorithm is proposed to estimate SCI patients´ motion intention incorporated with an active powered lower-limb orthoses to assist SCI patients to walk up and down stairs. Several sensor signals are measured and sent to trained artificial neural networks to recognize user´s motion and trigger the corresponding gait trajectory. Experiments are performed to verify its feasibility.
Keywords :
Accelerometers; Estimation; Foot; Legged locomotion; Mechanical engineering; Neural networks; ascent and descent; gait cycle analysis; motion intention; neural network;
Conference_Titel :
Control Conference (ASCC), 2015 10th Asian
Conference_Location :
Kota Kinabalu, Malaysia
DOI :
10.1109/ASCC.2015.7244495