Design of an SSVEP-based BCI system with visual servo module for a service robot to execute multiple tasks

Brain-computer interface (BCI) systems can translate the human mind into control commands, which makes it feasible to improve the life quality of physically challenged people. However, in real-life situations, it is still difficult for users to utilize robots to provide basic services with BCI syste...

Full description

Saved in:
Bibliographic Details
Published in2017 IEEE International Conference on Robotics and Automation (ICRA) pp. 2267 - 2272
Main Authors Shili Sheng, Peipei Song, Lingyue Xie, Zhendong Luo, Wennan Chang, Shurui Jiang, Haoyong Yu, Chi Zhu, Tan, Jeffrey Too Chuan, Feng Duan
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.05.2017
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Brain-computer interface (BCI) systems can translate the human mind into control commands, which makes it feasible to improve the life quality of physically challenged people. However, in real-life situations, it is still difficult for users to utilize robots to provide basic services with BCI systems. We aimed to propose a BCI-based system with a visual servo module to operate a service robot. We recorded single-channel steady-state visual evoked potentials (SSVEP) as input signals for the BCI system of this study. The visual stimuli for inducing SSVEP were modulated at seven different frequencies with the sampled sinusoidal method. Correspondingly, this SSVEP-based BCI system can generate seven control commands for the operation of the service robot, which can provide three fundamental services: mobility, manipulation, and delivery. The visual servo module was established to reduce the burden of users and accelerate service procedures. To evaluate the performance of this system, subjects were recruited to participate in the experiments. All the participants succeed in operating the robot to provide the basic services. According to the experimental results, this SSVEP-based BCI system that incorporates the visual servo module can be effectively used to operate service robots with reduced number of channels and increased ability to perform multiple tasks.
AbstractList Brain-computer interface (BCI) systems can translate the human mind into control commands, which makes it feasible to improve the life quality of physically challenged people. However, in real-life situations, it is still difficult for users to utilize robots to provide basic services with BCI systems. We aimed to propose a BCI-based system with a visual servo module to operate a service robot. We recorded single-channel steady-state visual evoked potentials (SSVEP) as input signals for the BCI system of this study. The visual stimuli for inducing SSVEP were modulated at seven different frequencies with the sampled sinusoidal method. Correspondingly, this SSVEP-based BCI system can generate seven control commands for the operation of the service robot, which can provide three fundamental services: mobility, manipulation, and delivery. The visual servo module was established to reduce the burden of users and accelerate service procedures. To evaluate the performance of this system, subjects were recruited to participate in the experiments. All the participants succeed in operating the robot to provide the basic services. According to the experimental results, this SSVEP-based BCI system that incorporates the visual servo module can be effectively used to operate service robots with reduced number of channels and increased ability to perform multiple tasks.
Author Shili Sheng
Shurui Jiang
Tan, Jeffrey Too Chuan
Peipei Song
Zhendong Luo
Haoyong Yu
Feng Duan
Lingyue Xie
Chi Zhu
Wennan Chang
Author_xml – sequence: 1
  surname: Shili Sheng
  fullname: Shili Sheng
  organization: Dept. of Autom. & Intell. Sci., Nankai Univ., Tianjin, China
– sequence: 2
  surname: Peipei Song
  fullname: Peipei Song
  organization: Dept. of Autom. & Intell. Sci., Nankai Univ., Tianjin, China
– sequence: 3
  surname: Lingyue Xie
  fullname: Lingyue Xie
  organization: Dept. of Autom. & Intell. Sci., Nankai Univ., Tianjin, China
– sequence: 4
  surname: Zhendong Luo
  fullname: Zhendong Luo
  organization: Dept. of Autom. & Intell. Sci., Nankai Univ., Tianjin, China
– sequence: 5
  surname: Wennan Chang
  fullname: Wennan Chang
  organization: Dept. of Autom. & Intell. Sci., Nankai Univ., Tianjin, China
– sequence: 6
  surname: Shurui Jiang
  fullname: Shurui Jiang
  organization: Dept. of Autom. & Intell. Sci., Nankai Univ., Tianjin, China
– sequence: 7
  surname: Haoyong Yu
  fullname: Haoyong Yu
  organization: Dept. of Biomed. Eng., Nat. Univ. of Singapore, Singapore, Singapore
– sequence: 8
  surname: Chi Zhu
  fullname: Chi Zhu
  organization: Dept. of Syst. Life Eng., Maebashi Inst. of Technol., Maebashi, Japan
– sequence: 9
  givenname: Jeffrey Too Chuan
  surname: Tan
  fullname: Tan, Jeffrey Too Chuan
  organization: Univ. of Tokyo, Tokyo, Japan
– sequence: 10
  surname: Feng Duan
  fullname: Feng Duan
  email: duanf@nankai.edu.cn
  organization: Dept. of Autom. & Intell. Sci., Nankai Univ., Tianjin, China
BookMark eNotj81Kw0AURkfQha0-gLi5L5B4Jz-TmWWNtRYKii3irkwyNzqaZEpmUu3bK9rVB4fDgW_CTnvXE2NXHGPOUd0sy-dZnCAv4kJJlQg8YROeo8JMpOnrOfu4I2_fenAN6B7W65f5U1RpTwZuyyX4gw_UwZcN77C3ftQteBr2DjpnxpagcQPoP2RrgsFVLkBwQN9Uj4GgG9tgd79e0P7TX7CzRreeLo87ZZv7-aZ8iFaPi2U5W0VWYYgUVTIReZMluk4qzDgaw7FuikoSIc8EUsFFI5NUFjXmspKmEJShUAZTrDGdsuv_rCWi7W6wnR4O2-P79AcKhlPm
ContentType Conference Proceeding
DBID 6IE
6IH
CBEJK
RIE
RIO
DOI 10.1109/ICRA.2017.7989260
DatabaseName IEEE Electronic Library (IEL) Conference Proceedings
IEEE Proceedings Order Plan (POP) 1998-present by volume
IEEE Xplore All Conference Proceedings
IEEE Electronic Library (IEL)
IEEE Proceedings Order Plans (POP) 1998-present
DatabaseTitleList
Database_xml – sequence: 1
  dbid: RIE
  name: IEEE Electronic Library (IEL)
  url: https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
EISBN 150904633X
9781509046331
EndPage 2272
ExternalDocumentID 7989260
Genre orig-research
GroupedDBID 6IE
6IH
CBEJK
RIE
RIO
ID FETCH-LOGICAL-i90t-9eb8265f42ac2b0410dd10cf7b8ee01460e716f82387c058b8d76e4069d030c03
IEDL.DBID RIE
IngestDate Thu Jun 29 18:38:05 EDT 2023
IsPeerReviewed false
IsScholarly false
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-i90t-9eb8265f42ac2b0410dd10cf7b8ee01460e716f82387c058b8d76e4069d030c03
PageCount 6
ParticipantIDs ieee_primary_7989260
PublicationCentury 2000
PublicationDate 2017-May
PublicationDateYYYYMMDD 2017-05-01
PublicationDate_xml – month: 05
  year: 2017
  text: 2017-May
PublicationDecade 2010
PublicationTitle 2017 IEEE International Conference on Robotics and Automation (ICRA)
PublicationTitleAbbrev ICRA
PublicationYear 2017
Publisher IEEE
Publisher_xml – name: IEEE
Score 1.6790283
Snippet Brain-computer interface (BCI) systems can translate the human mind into control commands, which makes it feasible to improve the life quality of physically...
SourceID ieee
SourceType Publisher
StartPage 2267
SubjectTerms Electrodes
Frequency modulation
Histograms
Service robots
Servomotors
Visualization
Title Design of an SSVEP-based BCI system with visual servo module for a service robot to execute multiple tasks
URI https://ieeexplore.ieee.org/document/7989260
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1NT8JAEN0AJ09qwPidOXi0ZUu_j4oQMMEQQcON7Mc0QbBroDXGX-9uWzAaD96aSZNtdtJ9-2bfmyXkypEd4Qg_sLwk4ZqgMKrXQZFY3PVkpAkRo6ExCo8egsGTdz_zZzVyvfPCIGIhPkPbPBZn-VKJ3JTK2mEcxXr_XSd1TdxKr1Z1UOnQuD3sPt4YrVZoV-_9uDClwIv-PhltRyplIks7z7gtPn81YfzvpxyQ1rczD8Y7zDkkNUyb5OWukGGASoClMJk898aWQScJt90hlL2awRRc4X2xydkKTCVWwauS-QpB71qBFSG9ZsBacZVBpgA_UOQZwlZxCBnbLDctMu33pt2BVd2hYC1imlkxcs0f_MTrMNHh1HOolI7ORcgjRNM3hqImTEmkgTsU1I94JMMAjRtW6r9fUPeINFKV4jEBHXWSWLgOhoEnhc8RXZ1oPQIGjEr3hDTNNM3fyi4Z82qGTv8On5E9k6pSOnhOGtk6xwsN7xm_LPL6BTx5qGg
linkProvider IEEE
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1NTwIxEG0QD3pSA8Zv5-DRhZb9PipCQIEQQcONbNvZBMFdA7vG-OttdxeMxoO3ZtKkTSft60zfmxJyxWRDMGE7hhWGXAUoAVXnoAgNblrSUwFRQF0tFO4PnM6TdT-xJyVyvdHCIGJGPsOabmZv-TIWqU6V1V3f89X9e4tsK9y3Wa7WKp4qGfXr3ebjjWZrubWi548vUzLEaO-R_nqsnCgyr6UJr4nPX2UY_zuZfVL91ubBcIM6B6SEUYW83GVEDIhDCCIYjZ5bQ0Pjk4TbZhfyas2gU67wPlulwQJ0LjaG11imCwR1b4UgM6lTA5YxjxNIYsAPFGmCsOYcQhKs5qsqGbdb42bHKH5RMGY-TQwfuYog7NBqBKLBqcWolEx5w-Ueoq4cQ1GFTKGnoNsV1Pa4J10HtR5Wqv0vqHlIylEc4REBZWWhL0yGrmNJYXNEU7lajYBOQKV5TCp6maZveZ2MabFCJ3-bL8lOZ9zvTXvdwcMp2dVuy4mEZ6ScLFM8V2Cf8IvMx18ypKux
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=proceeding&rft.title=2017+IEEE+International+Conference+on+Robotics+and+Automation+%28ICRA%29&rft.atitle=Design+of+an+SSVEP-based+BCI+system+with+visual+servo+module+for+a+service+robot+to+execute+multiple+tasks&rft.au=Shili+Sheng&rft.au=Peipei+Song&rft.au=Lingyue+Xie&rft.au=Zhendong+Luo&rft.date=2017-05-01&rft.pub=IEEE&rft.spage=2267&rft.epage=2272&rft_id=info:doi/10.1109%2FICRA.2017.7989260&rft.externalDocID=7989260