Preliminary Assessment of the Safety of a Fault-Tolerant Control-based Wearable Tremor Suppression Glove

Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)(2022)

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摘要
The advent of wearable tremor suppression de-vices (WTSDs) has provided a promising alternative approach for parkinsonian tremor management, especially for individuals whose tremors are not managed by conventional treatment options. Currently, research in WTSDs has shown successful results with a tremor suppression ratio of up to 99 %; however, the user safety of WTSDs has not been properly considered, especially in the occurrence of unexpected events, such as faults and disturbances. In this study, a fault-tolerant control system was developed and integrated into the control system of a WTSD for the first time. The safety and tremor suppression performance of the proposed system under the influence of a measurement loss fault were tested and evaluated on 18 tremor motion datasets, specifically by quantifying the tremor power suppression ratio and the error when tracking voluntary motion. The experimental evaluation showed that the proposed system could remain functional and safe to use in the existence of the fault, with an average user motion tracking error of 1.5º. It was also found that the proposed system achieved significantly improved performance in both metrics when compared to the system without a fault-tolerant controller. Clinical Relevance—This work improves the safety and robustness of WTSDs making them more suitable for use as an additional treatment for parkinsonian tremor.
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关键词
Algorithms,Humans,Motion,Tremor,Wearable Electronic Devices
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