Mind Controlled Vehicle Based on Lidar SLAM Navigation and SSVEP Technology

Siyu Liu, Deyu Zhang, Min Qiao, Kai Wang, Siteng Zhao, Yuxuan Yang, Tianyi Yan*

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

6 Citations (Scopus)

Abstract

In recent years, Rapid development had been made by brain computer interfaces(BCI) technology, providing a new way of communication between people and the outside world. Researchers proposed varied BCI based methods to control Robotic arms, exoskeletons, and robotic cars for locomotion. However, most of the contemporary BCI systems were poor in human-computer interaction and user experience. For example, in mind-controlled vehicles, controllers would not know the location of the vehicle in real time scene. On the other hand, traditional BCI, especially visual stimulated(VS) BCI methods lacked efficiency, for most VS-BCIs were driven by selective binary commands such as moving forward or backward. To solve this problem, we first proposed a hybrid BCI strategy for mind controlled vehicle, which involved simultaneous localization/mapping(SLAM) and steady state visual evoked potential(SSVEP), by which users could achieve mind control of a vehicle equipped with lidar. We designed a BCI system based on SLAM-SSVEP paradigm and carried out online experimental verification. The experimental results showed that all participants in the online experiment could achieve effective control of the BCI system based on SLAM-SSVEP paradigm.

Original languageEnglish
Title of host publication9th IEEE International Winter Conference on Brain-Computer Interface, BCI 2021
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781728184852
DOIs
Publication statusPublished - 22 Feb 2021
Event9th IEEE International Winter Conference on Brain-Computer Interface, BCI 2021 - Gangwon, Korea, Republic of
Duration: 22 Feb 202124 Feb 2021

Publication series

Name9th IEEE International Winter Conference on Brain-Computer Interface, BCI 2021

Conference

Conference9th IEEE International Winter Conference on Brain-Computer Interface, BCI 2021
Country/TerritoryKorea, Republic of
CityGangwon
Period22/02/2124/02/21

Keywords

  • FBCCA
  • SLAM
  • SSVEP
  • brain-computer interface

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