An intuitive muscle-computer interface using ultrasound sensing and Markovian state transitions

In recent work regarding gesture recognition and muscle computer interfaces, ultrasound-based sensing strategies have been demonstrated as a viable alternative to the pervasive surface electromyography (sEMG) modality. However, in order to facilitate switching between available gestures, both sEMG and ultrasound-based strategies have traditionally relied on unintuitive control mechanisms. The most common among these are: requiring the users to...