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Control system design for electrical stimulation in upper limb rehabilitation: modelling, identification and robust performance

This book presents a comprehensive framework for model-based electrical stimulation (ES) controller design, covering the whole process needed to develop a system for helping people with physical impairments perform functional upper limb tasks such as eating, grasping and manipulating objects. The bo...

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Detalles Bibliográficos
Autor principal: Freeman, Chris
Lenguaje:eng
Publicado: Springer 2016
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-319-25706-8
http://cds.cern.ch/record/2112791
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author Freeman, Chris
author_facet Freeman, Chris
author_sort Freeman, Chris
collection CERN
description This book presents a comprehensive framework for model-based electrical stimulation (ES) controller design, covering the whole process needed to develop a system for helping people with physical impairments perform functional upper limb tasks such as eating, grasping and manipulating objects. The book first demonstrates procedures for modelling and identifying biomechanical models of the response of ES, covering a wide variety of aspects including mechanical support structures, kinematics, electrode placement, tasks, and sensor locations. It then goes on to demonstrate how complex functional activities of daily living can be captured in the form of optimisation problems, and extends ES control design to address this case. It then lays out a design methodology, stability conditions, and robust performance criteria that enable control schemes to be developed systematically and transparently, ensuring that they can operate effectively in the presence of realistic modelling uncertainty, physiological variation and measurement noise.
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institution Organización Europea para la Investigación Nuclear
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spelling cern-21127912021-04-21T20:01:10Zdoi:10.1007/978-3-319-25706-8http://cds.cern.ch/record/2112791engFreeman, ChrisControl system design for electrical stimulation in upper limb rehabilitation: modelling, identification and robust performanceEngineeringThis book presents a comprehensive framework for model-based electrical stimulation (ES) controller design, covering the whole process needed to develop a system for helping people with physical impairments perform functional upper limb tasks such as eating, grasping and manipulating objects. The book first demonstrates procedures for modelling and identifying biomechanical models of the response of ES, covering a wide variety of aspects including mechanical support structures, kinematics, electrode placement, tasks, and sensor locations. It then goes on to demonstrate how complex functional activities of daily living can be captured in the form of optimisation problems, and extends ES control design to address this case. It then lays out a design methodology, stability conditions, and robust performance criteria that enable control schemes to be developed systematically and transparently, ensuring that they can operate effectively in the presence of realistic modelling uncertainty, physiological variation and measurement noise.Springeroai:cds.cern.ch:21127912016
spellingShingle Engineering
Freeman, Chris
Control system design for electrical stimulation in upper limb rehabilitation: modelling, identification and robust performance
title Control system design for electrical stimulation in upper limb rehabilitation: modelling, identification and robust performance
title_full Control system design for electrical stimulation in upper limb rehabilitation: modelling, identification and robust performance
title_fullStr Control system design for electrical stimulation in upper limb rehabilitation: modelling, identification and robust performance
title_full_unstemmed Control system design for electrical stimulation in upper limb rehabilitation: modelling, identification and robust performance
title_short Control system design for electrical stimulation in upper limb rehabilitation: modelling, identification and robust performance
title_sort control system design for electrical stimulation in upper limb rehabilitation: modelling, identification and robust performance
topic Engineering
url https://dx.doi.org/10.1007/978-3-319-25706-8
http://cds.cern.ch/record/2112791
work_keys_str_mv AT freemanchris controlsystemdesignforelectricalstimulationinupperlimbrehabilitationmodellingidentificationandrobustperformance