Queuing network modeling of brain-controlled vehicles

Mingtao Wang, Luzheng Bi*, Yun Lu

*Corresponding author for this work

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

Abstract

In this paper, we develop a model of braincontrolled vehicles. This model includes an extended driver model based on the Queuing-network cognitive architecture, a brain-computer interface (BCI) model representing the performance of the BCI system that can issue three classes of direction control commands, an interface model converting the actual steering command from the BCI system to the steering angle, and vehicle model. Pilot experimental results in a driving simulator show that the performance of the proposed model is close to that of real drivers by using the BCI to control a vehicle when the driver has a relatively high accuracy of BCI system. The proposed model can not only help understand the behavior of brain-controlled vehicles, but also help design brain-controlled vehicles.

Original languageEnglish
Title of host publication2015 IEEE International Conference on Information and Automation, ICIA 2015 - In conjunction with 2015 IEEE International Conference on Automation and Logistics
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages826-830
Number of pages5
ISBN (Electronic)9781467391047
DOIs
Publication statusPublished - 28 Sept 2015
Event2015 IEEE International Conference on Information and Automation, ICIA 2015 - In conjunction with 2015 IEEE International Conference on Automation and Logistics - Yunnan, China
Duration: 8 Aug 201510 Aug 2015

Publication series

Name2015 IEEE International Conference on Information and Automation, ICIA 2015 - In conjunction with 2015 IEEE International Conference on Automation and Logistics

Conference

Conference2015 IEEE International Conference on Information and Automation, ICIA 2015 - In conjunction with 2015 IEEE International Conference on Automation and Logistics
Country/TerritoryChina
CityYunnan
Period8/08/1510/08/15

Keywords

  • BCI
  • Modeling
  • Queuing Network
  • brain-controlled vehicles

Fingerprint

Dive into the research topics of 'Queuing network modeling of brain-controlled vehicles'. Together they form a unique fingerprint.

Cite this