On the Use of the EMOTIV Cortex API to Control a Robotic Arm Using Raw EEG Signals Acquired from the EMOTIV Insight NeuroHeadset

Ivan N. Zamora, D. Benítez, Manuel S. Navarro
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引用次数: 2

Abstract

This paper explores the feasibility of using the Emotiv Cortex Application Programming Interface (API) service to obtain raw sensor signals from the Emotiv Insight NeuroHeadset for the control of a robotic arm. A data acquisition software based on Python was developed to use the service through data streaming in a Websocket. Raw EEG and motion sensor signals from the headset were processed for event detection. Detected events were then used to trigger control signals to a robotic arm controlled by a Raspberry Pi 3 using the IoT MQTT protocol. The results obtained indicate that the proposed approach and the algorithms developed were adequate translated into valid commands for effective development of a Head-Computer Interface that enables complete interaction with a robotic arm.
关于使用EMOTIV皮质API来控制机械臂,使用从EMOTIV Insight神经耳机获得的原始脑电图信号
本文探讨了使用Emotiv Cortex应用程序编程接口(API)服务从Emotiv Insight NeuroHeadset获取原始传感器信号以控制机械臂的可行性。开发了基于Python的数据采集软件,通过Websocket中的数据流使用该服务。对来自耳机的原始EEG和运动传感器信号进行处理以进行事件检测。然后使用检测到的事件触发控制信号到使用物联网MQTT协议的树莓派3控制的机械臂。结果表明,所提出的方法和所开发的算法能够充分转化为有效的命令,从而有效地开发出能够与机械臂完全交互的头-机接口。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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