Essays about: "HD-EMG"

Found 2 essays containing the word HD-EMG.

1. 1. Ankle Torque Estimation Using HDEMG Driven CNN-LSTM Model and Data Augmentation

   University essay from KTH/Medicinteknik och hälsosystem

   Author : Haocheng Zhang; [2023]
   Keywords : data augmentation; deep learning; ankle joint torque estimation; HD-sEMG; dataökning; djupinlärning; vridmomentuppskattning av ankelleden; HD-sEMG;

   Abstract : Robotic-powered exoskeletons are increasingly used to assist patients with movement disorders in daily life and rehabilitation. Accurately estimating joint torque, especially for dynamic movement conditions using EMG, is crucial for effective assistance. READ MORE

3. 2. High density EMG based estimation of lower limb muscle characteristics using feature extraction

   University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

   Author : Balázs Szabó; [2021]
   Keywords : HD-EMG; feature extraction; lower limb; muscle characteristics;

   Abstract : Electromyography (EMG) is a common tool in electrical muscle activity measurement and can be used in multiple areas of clinical and biomedical applications, mainly in identifying neuromuscular diseases, analyzing movement or in human machine interfaces. Traditionally a pair of electrodes were used to measure the signals, but in recent years the use of high density surface EMG (HD-sEMG) gained more popularity as it can sample myoelectric activities from multiple electrodes in an array on a single muscle and provide more information. READ MORE