School of Mechanical Engineering, Sungkyunkwan University, Suwon 16419, Korea.
Sensors (Basel). 2021 Mar 21;21(6):2197. doi: 10.3390/s21062197.
Motor imagery (MI) is widely used to produce input signals for brain-computer interfaces (BCI) due to the similarities between MI-BCI and the planning-execution cycle. Despite its usefulness, MI tasks can be ambiguous to users and MI produces weaker cortical signals than motor execution. Existing MI guidance systems, which have been reported to provide visual guidance for MI and enhance MI, still have limitations: insufficient immersion for MI or poor expandability to MI for another body parts. We propose a guidance system for MI enhancement that can immerse users in MI and will be easy to extend to other body parts and target motions with few physical constraints. To make easily extendable MI guidance system, the virtual hand illusion is applied to the MI guidance system with a motion tracking sensor. MI enhancement was evaluated in 11 healthy people by comparison with another guidance system and conventional motor commands for BCI. The results showed that the proposed MI guidance system produced an amplified cortical signal compared to pure MI ( < 0.017), and a similar cortical signal as those produced by both actual execution ( > 0.534) and an MI guidance system with the rubber hand illusion ( > 0.722) in the contralateral region. Therefore, we believe that the proposed MI guidance system with the virtual hand illusion is a viable alternative to existing MI guidance systems in various applications with MI-BCI.
运动想象(MI)由于与计划-执行循环之间的相似性,被广泛用于产生脑机接口(BCI)的输入信号。尽管它很有用,但 MI 任务对用户来说可能比较模糊,而且 MI 产生的皮层信号比运动执行弱。现有的 MI 指导系统,据报道可以为 MI 提供视觉指导并增强 MI,但仍然存在局限性:MI 的沉浸感不足或对另一个身体部位的 MI 的可扩展性差。我们提出了一种 MI 增强指导系统,可以使用户沉浸在 MI 中,并且可以轻松扩展到其他身体部位和目标运动,几乎没有物理限制。为了制作易于扩展的 MI 指导系统,运动跟踪传感器应用于 MI 指导系统中的虚拟手幻觉。通过与另一种指导系统和 BCI 的常规电机命令进行比较,在 11 名健康人中评估了 MI 增强效果。结果表明,与纯 MI 相比,所提出的 MI 指导系统产生了放大的皮层信号(<0.017),并且与实际执行(>0.534)和具有橡胶手幻觉的 MI 指导系统(>0.722)产生的皮层信号相似在对侧区域。因此,我们认为,具有虚拟手幻觉的提议的 MI 指导系统是各种 MI-BCI 应用中现有 MI 指导系统的可行替代方案。