Brain computer interface based functional electrical stimulation: An outline

B. S. K. Ibrahim, F. Sherwani
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引用次数: 2

Abstract

People affected by spinal cord injury (SCI) are usually unable to move their lower limbs due to inactive control of the muscles from the brain. This lack of movement may lead to further moral and physical complexities such as cardiovascular diseases, bone demineralization and bedsores. Physiotherapy based exercise and training are conventionally advised to such plegic patients, which, hereby, has not been shown to be have ample recovery efficiency. Alternatively, Functional electrical stimulation (FES) is a relatively newer technique which uses electrical signals to energize the neurons and excite the tissues in the muscles while producing the corresponding contraction in them. FES alone however requires specific electrical devices to generate and supply certain electrical signals similar to that of generated by human brain. This needs some additional devices to be used as the control system for FES to identify and issue the commands as required from time to time. A brain-computer interface (BCI) is a direct communication pathway between the brain and an external device. It uses electrodes, placed on the scalp, to collect signals from the brain structure. A combination of BCI and FES can be a vital solution to cater this issue, as the paralyzed patient can use his own brain electroencephalogram (EEG) as a control system to perform the required movements. This paper discusses their advantages, short comings and latest research advances in this field. Firstly, the significance of FES devices is being introduced and the different technological techniques reported in literature are discussed. Secondly, human brain is introduced as a control system to be employed within BCI systems to generate the required EEG signal activity. Finally, an incorporation of both FES and BCI is suggested to overcome the presiding issues regarding efficient control of the muscles.
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基于脑机接口的功能性电刺激:概述
脊髓损伤(SCI)患者通常由于大脑对肌肉的控制不活跃而无法活动下肢。这种缺乏运动可能会导致进一步的精神和身体上的复杂性,如心血管疾病、骨质脱矿和褥疮。基于物理治疗的运动和训练通常被建议用于这类瘫痪患者,因此,尚未显示出有足够的恢复效率。另外,功能性电刺激(FES)是一种相对较新的技术,它利用电信号激活神经元,刺激肌肉组织,同时产生相应的收缩。然而,单是FES就需要特定的电气设备来产生和提供类似于人脑产生的某些电信号。这就需要使用一些额外的设备作为FES的控制系统,以便根据需要不时地识别和发出命令。脑机接口(BCI)是大脑与外部设备之间的直接通信途径。它使用放置在头皮上的电极来收集来自大脑结构的信号。脑机接口和FES的结合可能是解决这个问题的关键解决方案,因为瘫痪患者可以使用自己的脑电图(EEG)作为控制系统来执行所需的动作。本文讨论了它们的优点、不足以及在该领域的最新研究进展。首先,介绍了FES器件的意义,并对文献报道的不同技术进行了讨论。其次,将人脑作为控制系统引入脑机接口系统,以产生所需的脑电信号活动。最后,建议结合FES和BCI来克服有关有效控制肌肉的主要问题。
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