PTSystematic ReviewJournal of neuroengineering and rehabilitation2022

EMG-driven control in lower limb prostheses: a topic-based systematic review.

Andrea Cimolato, Josephus J M Driessen, Leonardo S Mattos and 3 others

PMID 35526003

WHAT IT FOUND

No lower-limb prosthesis on the market uses muscle-signal control.

The review found no clinically validated muscle-signal knee or ankle device, and prototypes are tested inconsistently, so this does not change everyday prosthetic care.

Key findings

01No commercial lower-limb prosthesis uses EMG-driven control, and the paper says the technology is not mature enough for powered microprocessor legs.

02The review found no meaningful comparison of EMG-driven lower-limb control with standard adaptive control or commercial products, and no solid predominant solution.

03The review counted 29 papers for voluntary control and 29 for rhythmic walking control. Pattern recognition was more common and used 6.6 ± 3.1 EMG channels on average, versus 3.2 ± 1.9 for direct control and 2.5 ± 1.1 for model-based control.

STILL TO COME

How it was doneWhat they foundWhat it means for PTs

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What it does not show

This is a technical review of controller designs, not a clinical trial, so it does not show that EMG-driven control improves walking, balance, pain, safety, or independence. The supplied text does not give the total number of included studies, only counts for two movement-control categories. The search and selection were described as being done by the first author, with coauthors checking categories and synthesis, and the paper states no risk bias was identified for data selection; this is not a standard independent bias assessment. Included studies used different devices, joints, muscles, sensors, and outcome measures, so the controllers cannot be compared directly. Many studies were prototype or simulation work, often with small numbers of participants, and the review found no meaningful comparison with standard adaptive control or commercial products. The review notes missing or inconsistent reporting of control delay and limited evidence on patient safety and security.

Declared interests

The supplied text does not include a funding or conflict-of-interest declaration. The article is tagged as supported by non-U.S. government research funding, but no sponsor role in design or writing is stated.

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