Estimation of Joint Torque by EMG-Driven Neuromusculoskeletal Models and LSTM Networks

Accurately predicting joint torque using wearable sensors is crucial for designing assist-as-needed exoskeleton controllers to assist muscle-generated torque and ensure successful task performance. In this paper, we estimated ankle dorsiflexion/plantarflexion, knee flexion/extension, hip flexion/ext...

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Main Authors: Longbin Zhang (Author), Davit Soselia (Author), Ruoli Wang (Author), Elena M. Gutierrez-Farewik (Author)
Format: Book
Published: IEEE, 2023-01-01T00:00:00Z.
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