International Conference on Pervasive and Embedded Computing and Communication Systems · 2015 · 14 citations · 19 references
EngineeringRobotics EngineeringSystems EngineeringRoboticsSystem DynamicsSystems ModelingBiomechanical ModelingBipedal LocomotionHuman LocomotionHuman Movement MechanicsLegged LocomotionMusculoskeletal System ModelingLeg DynamicsLinear State-space ModelsLinear State-space SystemsSecond-order Differential EquationsState VariablesState-space EquationsSwitched SystemsSwitching Systems
This article presents a novel approach to modelling of the human leg with the use of linear switched systems. Second order differential equations forming a two-segments leg model moving in a vertical plane are shown. State space linear equations describing given model are derived. A linear switched system for such model is presented, where the switching function is modelled as state-dependent. Based on this approach a linear system is presented, which is composed of four subsystems between which switching occurs depending on two state variables. These variables represent angular displacements. As a consequence, a state space division is shown together with a linear system describing human leg in this setting. Finally, a set of simulations presents differences between standard linear modelling approach and a switched linear system approach.
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Learning Switching Linear Models of Human Motion
Vladimir Pavlović, James M. Rehg, John MacCormick · 2000 · 325 citations
Stability and motor adaptation in human arm movements
Etienne Burdet, Keng Peng Tee, Iven Mareels et al. · Biological Cybernetics · 2005 · 144 citations