Level, downhill and uphill walking identification using neural networks

摘要: Body accelerations during human walking are recorded by a portable measuring device. A new method for parameterising body is introduced. The parameters presented to Kohonen neural network classifier and the feasibility of identification dissociation level on gradient demonstrated. most important original aspect this classification its ability identify performed in free- living conditions from trained treadmill.