Literature DB >> 20876032

EEG control of a virtual helicopter in 3-dimensional space using intelligent control strategies.

Audrey S Royer1, Alexander J Doud, Minn L Rose, Bin He.   

Abstract

Films like Firefox, Surrogates, and Avatar have explored the possibilities of using brain-computer interfaces (BCIs) to control machines and replacement bodies with only thought. Real world BCIs have made great progress toward that end. Invasive BCIs have enabled monkeys to fully explore 3-D space using neuroprosthetics. However, noninvasive BCIs have not been able to demonstrate such mastery of 3-D space. Here, we report our work, which demonstrates that human subjects can use a noninvasive BCI to fly a virtual helicopter to any point in a 3-D world. Through use of intelligent control strategies, we have facilitated the realization of controlled flight in 3-D space. We accomplished this through a reductionist approach that assigns subject-specific control signals to the crucial components of 3-D flight. Subject control of the helicopter was comparable when using either the BCI or a keyboard. By using intelligent control strategies, the strengths of both the user and the BCI system were leveraged and accentuated. Intelligent control strategies in BCI systems such as those presented here may prove to be the foundation for complex BCIs capable of doing more than we ever imagined.

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Year:  2010        PMID: 20876032      PMCID: PMC3037732          DOI: 10.1109/TNSRE.2010.2077654

Source DB:  PubMed          Journal:  IEEE Trans Neural Syst Rehabil Eng        ISSN: 1534-4320            Impact factor:   3.802


  22 in total

Review 1.  Brain-computer interfaces for communication and control.

Authors:  Jonathan R Wolpaw; Niels Birbaumer; Dennis J McFarland; Gert Pfurtscheller; Theresa M Vaughan
Journal:  Clin Neurophysiol       Date:  2002-06       Impact factor: 3.708

2.  BCI2000: a general-purpose brain-computer interface (BCI) system.

Authors:  Gerwin Schalk; Dennis J McFarland; Thilo Hinterberger; Niels Birbaumer; Jonathan R Wolpaw
Journal:  IEEE Trans Biomed Eng       Date:  2004-06       Impact factor: 4.538

3.  Continuous shared control for stabilizing reaching and grasping with brain-machine interfaces.

Authors:  Hyun K Kim; S James Biggs; David W Schloerb; Jose M Carmena; Mikhail A Lebedev; Miguel A L Nicolelis; Mandayam A Srinivasan
Journal:  IEEE Trans Biomed Eng       Date:  2006-06       Impact factor: 4.538

4.  Brain-computer interface: changes in performance using virtual reality techniques.

Authors:  Ricardo Ron-Angevin; Antonio Díaz-Estrella
Journal:  Neurosci Lett       Date:  2008-11-05       Impact factor: 3.046

5.  Cortical control of a prosthetic arm for self-feeding.

Authors:  Meel Velliste; Sagi Perel; M Chance Spalding; Andrew S Whitford; Andrew B Schwartz
Journal:  Nature       Date:  2008-05-28       Impact factor: 49.962

6.  Control of a humanoid robot by a noninvasive brain-computer interface in humans.

Authors:  Christian J Bell; Pradeep Shenoy; Rawichote Chalodhorn; Rajesh P N Rao
Journal:  J Neural Eng       Date:  2008-05-15       Impact factor: 5.379

7.  A high-performance brain-computer interface.

Authors:  Gopal Santhanam; Stephen I Ryu; Byron M Yu; Afsheen Afshar; Krishna V Shenoy
Journal:  Nature       Date:  2006-07-13       Impact factor: 49.962

8.  Electroencephalographic (EEG) control of three-dimensional movement.

Authors:  Dennis J McFarland; William A Sarnacki; Jonathan R Wolpaw
Journal:  J Neural Eng       Date:  2010-05-11       Impact factor: 5.379

9.  Control of a two-dimensional movement signal by a noninvasive brain-computer interface in humans.

Authors:  Jonathan R Wolpaw; Dennis J McFarland
Journal:  Proc Natl Acad Sci U S A       Date:  2004-12-07       Impact factor: 11.205

10.  Relationship between speed and EEG activity during imagined and executed hand movements.

Authors:  Han Yuan; Christopher Perdoni; Bin He
Journal:  J Neural Eng       Date:  2010-02-18       Impact factor: 5.379

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  33 in total

1.  Active training paradigm for motor imagery BCI.

Authors:  Junhua Li; Liqing Zhang
Journal:  Exp Brain Res       Date:  2012-04-05       Impact factor: 1.972

2.  Investigation of the effect of EEG-BCI on the simultaneous execution of flight simulation and attentional tasks.

Authors:  Giovanni Vecchiato; Gianluca Borghini; Pietro Aricò; Ilenia Graziani; Anton Giulio Maglione; Patrizia Cherubino; Fabio Babiloni
Journal:  Med Biol Eng Comput       Date:  2015-12-08       Impact factor: 2.602

3.  EEG Source Imaging Enhances the Decoding of Complex Right-Hand Motor Imagery Tasks.

Authors:  Bradley J Edelman; Bryan Baxter; Bin He
Journal:  IEEE Trans Biomed Eng       Date:  2015-08-12       Impact factor: 4.538

4.  Quadcopter control in three-dimensional space using a noninvasive motor imagery-based brain-computer interface.

Authors:  Karl LaFleur; Kaitlin Cassady; Alexander Doud; Kaleb Shades; Eitan Rogin; Bin He
Journal:  J Neural Eng       Date:  2013-06-04       Impact factor: 5.379

Review 5.  Brain-computer interfaces using sensorimotor rhythms: current state and future perspectives.

Authors:  Han Yuan; Bin He
Journal:  IEEE Trans Biomed Eng       Date:  2014-05       Impact factor: 4.538

6.  Motor imagery, P300 and error-related EEG-based robot arm movement control for rehabilitation purpose.

Authors:  Saugat Bhattacharyya; Amit Konar; D N Tibarewala
Journal:  Med Biol Eng Comput       Date:  2014-09-30       Impact factor: 2.602

7.  Effects of Soft Drinks on Resting State EEG and Brain-Computer Interface Performance.

Authors:  Jianjun Meng; John Mundahl; Taylor Streitz; Kaitlin Maile; Nicholas Gulachek; Jeffrey He; Bin He
Journal:  IEEE Access       Date:  2017-09-11       Impact factor: 3.367

8.  Noninvasive Brain-Computer Interfaces Based on Sensorimotor Rhythms.

Authors:  Bin He; Bryan Baxter; Bradley J Edelman; Christopher C Cline; Wendy Ye
Journal:  Proc IEEE Inst Electr Electron Eng       Date:  2015-05-20       Impact factor: 10.961

9.  Exploring Cognitive Flexibility With a Noninvasive BCI Using Simultaneous Steady-State Visual Evoked Potentials and Sensorimotor Rhythms.

Authors:  Bradley J Edelman; Jianjun Meng; Nicholas Gulachek; Christopher C Cline; Bin He
Journal:  IEEE Trans Neural Syst Rehabil Eng       Date:  2018-05       Impact factor: 3.802

10.  Brain-computer interface control in a virtual reality environment and applications for the internet of things.

Authors:  Christopher G Coogan; Bin He
Journal:  IEEE Access       Date:  2018-02-27       Impact factor: 3.367

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