Hybrid EEG-EMG Signals Based Approach for Control of Hand Motions of a Transhumeral Prosthesis

Ruhunage, Isuru; Mallikarachchi, Sanjaya; Chinthaka, Dulith; Sandaruwan, Janith; Lalitharatne, Thilina Dulantha

doi:10.1109/lifetech.2019.8883865

Cited by 11 publications

(10 citation statements)

References 9 publications

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“…Even with a fast response, the latter is more economical and, with simpler human interfaces, depending on the level of amputation, will require non-orthodox movements of the residual muscles to reach a simple desired location. Using both has improved the accuracy and natural feeling of the expected movements ( Hu et al., 2018 ; Ruhunage et al., 2019 ).…”

Section: Discussionmentioning

confidence: 99%

“…By using a similar number of amputated and non-amputated subjects ( Twardowski et al., 2019 ) to perform the same movements and comparing the results, experimentation was possible, as with Idowu et al. (2021) and Ruhunage et al. (2019) , which used only amputees and healthy subjects, respectively.…”

Section: Discussionmentioning

confidence: 99%

“…The results obtained by Hu et al. (2018) and Ruhunage et al. (2019) have shown that the use of both sources or even using EMG signals from different places can lower uncertainty and provide higher precision on intention classification.…”

Section: Future Directionmentioning

confidence: 99%

“…Similar methodologies were found in the experiments using the HPIs discussed. By using a similar number of amputated and nonamputated subjects (Twardowski et al, 2019) to perform the same movements and comparing the results, experimentation was possible, as with Idowu et al (2021) and Ruhunage et al (2019), which used only amputees and healthy subjects, respectively. An institutional review board had to approve the study in any of these scenarios.…”

Section: Customizable For Sensors and Other Actuatorsmentioning

confidence: 99%

“…and Ruhunage et al (2019) have shown that the use of both sources or even using EMG signals from different places can lower uncertainty and provide…”

mentioning

confidence: 99%

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Low limb prostheses and complex human prosthetic interaction: A systematic literature review

et al. 2023

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A few years ago, powered prostheses triggered new technological advances in diverse areas such as mobility, comfort, and design, which have been essential to improving the quality of life of individuals with lower limb disability. The human body is a complex system involving mental and physical health, meaning a dependant relationship between its organs and lifestyle. The elements used in the design of these prostheses are critical and related to lower limb amputation level, user morphology and human-prosthetic interaction. Hence, several technologies have been employed to accomplish the end user’s needs, for example, advanced materials, control systems, electronics, energy management, signal processing, and artificial intelligence. This paper presents a systematic literature review on such technologies, to identify the latest advances, challenges, and opportunities in developing lower limb prostheses with the analysis on the most significant papers. Powered prostheses for walking in different terrains were illustrated and examined, with the kind of movement the device should perform by considering the electronics, automatic control, and energy efficiency. Results show a lack of a specific and generalised structure to be followed by new developments, gaps in energy management and improved smoother patient interaction. Additionally, Human Prosthetic Interaction (HPI) is a term introduced in this paper since no other research has integrated this interaction in communication between the artificial limb and the end-user. The main goal of this paper is to provide, with the found evidence, a set of steps and components to be followed by new researchers and experts looking to improve knowledge in this field.

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Section: Discussionmentioning

confidence: 99%

Section: Discussionmentioning

confidence: 99%

Section: Future Directionmentioning

confidence: 99%

Section: Customizable For Sensors and Other Actuatorsmentioning

confidence: 99%

“…and Ruhunage et al (2019) have shown that the use of both sources or even using EMG signals from different places can lower uncertainty and provide…”

mentioning

confidence: 99%

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