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Understanding LSTM Network Behaviour of IMU-Based Locomotion Mode Recognition for Applications in Prostheses and Wearables

Human Locomotion Mode Recognition (LMR) has the potential to be used as a control mechanism for lower-limb active prostheses. Active prostheses can assist and restore a more natural gait for amputees, but as a medical device it must minimize user risks, such as falls and trips. As such, any control...

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Auteurs principaux: Freddie Sherratt, Andrew Plummer, Pejman Iravani
Format: Artigo
Langue:Inglês
Publié: MDPI AG 2021-02-01
Collection:Sensors
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Accès en ligne:https://www.mdpi.com/1424-8220/21/4/1264
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