A Brain-Controlled Quadruped Robot: A Proof-of-Concept Demonstration

被引:3
|
作者
Kosmyna, Nataliya [1 ]
Hauptmann, Eugene [2 ]
Hmaidan, Yasmeen [3 ]
机构
[1] MIT, Media Lab, Cambridge, MA 02139 USA
[2] React L Inc, San Francisco, CA 94105 USA
[3] Univ Toronto, Psychol Dept, Toronto, ON M5S 3E4, Canada
关键词
brain-computer interfaces; robots; personal assistance; artificial intelligence; electroencephalography (EEG); electrooculography (EOG); wearables; VIGILANCE ESTIMATION; COMPUTER INTERFACE; PERFORMANCE; WHEELCHAIR; SLEEPINESS; FATIGUE; SENSORS; IMAGERY; BCI;
D O I
10.3390/s24010080
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Coupling brain-computer interfaces (BCIs) and robotic systems in the future can enable seamless personal assistant systems in everyday life, with the requests that can be performed in a discrete manner, using one's brain activity only. These types of systems might be of a particular interest for people with locked-in syndrome (LIS) or amyotrophic lateral sclerosis (ALS) because they can benefit from communicating with robotic assistants using brain sensing interfaces. In this proof-of-concept work, we explored how a wireless and wearable BCI device can control a quadruped robot-Boston Dynamics' Spot. The device measures the user's electroencephalography (EEG) and electrooculography (EOG) activity of the user from the electrodes embedded in the glasses' frame. The user responds to a series of questions with YES/NO answers by performing a brain-teaser activity of mental calculus. Each question-answer pair has a pre-configured set of actions for Spot. For instance, Spot was prompted to walk across a room, pick up an object, and retrieve it for the user (i.e., bring a bottle of water) when a sequence resolved to a YES response. Our system achieved at a success rate of 83.4%. To the best of our knowledge, this is the first integration of wireless, non-visual-based BCI systems with Spot in the context of personal assistant use cases. While this BCI quadruped robot system is an early prototype, future iterations may embody friendly and intuitive cues similar to regular service dogs. As such, this project aims to pave a path towards future developments in modern day personal assistant robots powered by wireless and wearable BCI systems in everyday living conditions.
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页数:22
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