International Journal of Intelligent Systems and Applications(IJISA)
ISSN: 2074-904X (Print), ISSN: 2074-9058 (Online)
Published By: MECS Press
IJISA Vol.9, No.2, Feb. 2017
Recent Trends, Applications, and Challenges of Brain-Computer Interfacing (BCI)
Full Text (PDF, 443KB), PP.58-65
Brain-Computer Interfacing (BCI) enables a communication pathway that is used to directly control certain object or device with the human brain. It is possible to acquire data from the brain with the help of sensors which essentially monitor the physical processes that occur in the brain and with the help of software we can direct a device accordingly. BCI introduces its users a new system that communicates in a special way without the use of muscles. BCI also provides a useful platform for the people with physical disabilities to conveniently perform certain tasks in our society. It uses brain imaging technologies which help in increasing the quality of the communication between humans and machines. There has been significant research effort in the past decade to explore different aspects of this promising field of technology. Previously, BCIs had limited functionality but due to recent advancement in technology it has attained the maturity of its own right by adding new trends and extra features to it.
In this paper, research work of development and integration of both hardware and software in BCI and the advancements of BCI are surveyed considering all the possibilities of direct communication of computers with a brain using emerging technologies. Different approaches used up till now with an overview of the methodology are presented to make the reader understand its meaning and functionality in a compact way. This research paper will guide a beginner to end up with a thorough knowledge of what's, how's and why's of BCI. In addition, BCI applications, challenges, possible solutions and future directions have also been discussed.
Cite This Paper
Aroosa Umair, Ureeba Ashfaq, Muhammad Gufran Khan,"Recent Trends, Applications, and Challenges of Brain-Computer Interfacing (BCI)", International Journal of Intelligent Systems and Applications(IJISA), Vol.9, No.2, pp.58-65, 2017. DOI: 10.5815/ijisa.2017.02.08
A. E. Selim, M. A. Wahed and Y. M. Kadah, "Machine Learning Methodologies in Brain-Computer Interface Systems," in Proc. Cairo Int. Biomedical Engineering Conf, 2008.
A. L. S. Ferreira, L. C. de Miranda, E. E. C. de Miranda and S. G. Sakamoto, "A survey of interactive systems based on brain-computer interfaces," SBC Journal on Interactive Systems, vol. 4, no. 1, pp. 3-13, 2013.
H.-J. Hwang, S. Kim, S. Choi and C.-H. Im, "EEG-based brain-computer interfaces: a thorough literature survey," International Journal of Human-Computer Interaction, vol. 29, no. 12, pp. 814-826, 2013.
I. Arafat, "Brain-Computer Interface: Past, Present & Future," International Islamic University Chittagong (IIUC), Chittagong, Bangladesh, 2013.
B. Blankertz, F. Popescu, M. Krauledat, S. Fazli, M. Tangermann, K. Müller, R. Grinter, T. Rodden, P. Aoki, E. Cutrell and others, "Challenges for brain-computer interface research for human-computer interaction applications," in ACM CHI Workshop on Brain-Computer Interfaces for HCI and Games, 2008.
M. I. S. S. R. U. T. U. J. A. DHABALE, "LITERATURE SURVEY ON BCI CONROLLED ROBOT".
J. R. Wolpaw, N. Birbaumer, D. J. McFarland, G. Pfurtscheller and T. M. Vaughan, "Brain--computer interfaces for communication and control," Clinical neurophysiology, vol. 113, no. 6, pp. 767-791, 2002.
C. Postelnicu, D. Talaba and M. Toma, "Brain computer interfaces for medical applications," Bulletin of the Transilvania University of Bra Vol, vol. 3, p. 52, 2010.
C. Ho, "Neuroprostheses," 2016.
M. Van der Torn, A sound-producing voice prosthesis, Ph. D. Thesis. Amsterdam. VU Medical Center: VU Medical Center, 2005.
K. Hancock, B. Houghton, C. J. Van As-Brooks and W. Coman, "First clinical experience with a new non-indwelling voice prosthesis (Provox® NID™) for voice rehabilitation after total laryngectomy," Acta oto-laryngologica, vol. 125, no. 9, pp. 981-990, 2005.
F. J. M. Hilgers and P. F. Schouwenburg, "A new low-resistance, self-retaining prosthesis (Provox™) for voice rehabilitation after total laryngectomy," The Laryngoscope, vol. 100, no. 11, pp. 1202-1207, 1990.
F. J. M. Hilgers, A. H. Ackerstaff, A. J. M. Balm, M. W. M. Van Den Brekel, I. Bing Tan and J.-o. Persson, "A new problem-solving indwelling voice prosthesis, eliminating the need for frequent Candida-and “underpressure”-related replacements: Provox ActiValve," Acta oto-laryngologica, vol. 123, no. 8, pp. 972-979, 2003.
F. J. M. Hilgers, A. H. Ackerstaff, A. J. M. Balm, I. B. Tan, N. K. Aaronson and J.-O. Persson, "Development and clinical evaluation of a second-generation voice prosthesis (Provox® 2), designed for anterograde and retrograde insertion," Acta oto-laryngologica, vol. 117, no. 6, pp. 889-896, 1997.
F. J. M. Hilgers, A. H. Ackerstaff, I. Jacobi, A. J. M. Balm, I. B. Tan and M. W. M. van den Brekel, "Prospective clinical phase II study of two new indwelling voice prostheses (Provox Vega 22.5 and 20 Fr) and a novel anterograde insertion device (Provox Smart Inserter)," The Laryngoscope, vol. 120, no. 6, pp. 1135-1143, 2010.
F. J. M. Hilgers, A. H. Ackerstaff, M. van Rossum, I. Jacobi, A. J. M. Balm, I. B. Tan and M. W. M. van den Brekel, "Clinical phase I/feasibility study of the next generation indwelling Provox voice prosthesis (Provox Vega)," Acta oto-laryngologica, vol. 130, no. 4, pp. 511-519, 2010.
E. C. Ward, K. Hancock, N. Lawson and C. J. van As-Brooks, "Perceptual characteristics of tracheoesophageal speech production using the new indwelling Provox Vega voice prosthesis: a randomized controlled crossover trial," Head & neck, vol. 33, no. 1, pp. 13-19, 2011.
A. Lécuyer, F. Lotte, R. B. Reilly, R. Leeb, M. Hirose, M. Slater and others, "Brain-computer interfaces, virtual reality, and videogames.," IEEE Computer, vol. 41, no. 10, pp. 66-72, 2008.
S. Mathan, "Feature-Image search at the speed of thought.," interactions, vol. 15, no. 4, pp. 76-77, 2008.
T. Brandt, R. Stemmer and A. Rakotonirainy, "Affordable visual driver monitoring system for fatigue and monotony," in Systems, Man and Cybernetics, 2004 IEEE International Conference on, 2004.
S. Young, "Samsung demos a tablet controlled by your brain," technologyreview. com, 2013.
S.-K. Kang, R. K. J. Murphy, S.-W. Hwang, S. M. Lee, D. V. Harburg, N. A. Krueger, J. Shin, P. Gamble, H. Cheng, S. Yu and others, "Bioresorbable silicon electronic sensors for the brain," Nature, vol. 530, no. 7588, pp. 71-76, 2016.
J. K. Pirri, D. Rayes and M. J. Alkema, "A Change in the Ion Selectivity of Ligand-Gated Ion Channels Provides a Mechanism to Switch Behavior," PLoS Biol, vol. 13, no. 9, p. e1002238, 2015.
U. of Western Australia., "Could your brain be reprogrammed to work better?," ScienceDaily, ScienceDaily, 6 August 2014.