Effective 2-D cursor control system using hybrid SSVEP + P300 visual brain computer interface.
A cursor control system based on brain-computer interface (BCI) provides efficient computer access. These systems operate without any muscular activity from the user. Conventional BCI-based cursor control systems have several limitations. Therefore, hybrid SSVEP + P300 visual BCI (VBCI)-based cursor...
| Publicado en: | Medical & Biological Engineering & Computing Vol. 60; no. 11; pp. 3243 - 3255 |
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| Autor principal: | |
| Formato: | Journal Article |
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Springer Nature
Nov2022
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=159531230&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 159531230 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 01400118 PO0 jtl: Medical & Biological Engineering & Computing issn: 01400118 maglogo: N pubinfo: dt: Nov2022 vid: 60 iid: 11 pid: 237 pub: Springer Nature place: New York, New York artinfo: ui: 159531230 159531230 NLM36151487 10.1007/s11517-022-02675-0 NLM36151487 159531230 ppf: 3243 ppct: 12 formats: fmt: – @attributes: type: T – @attributes: type: P tig: atl: Effective 2-D cursor control system using hybrid SSVEP + P300 visual brain computer interface. aug: au: Kapgate, Deepak affil: TGPCET, Nagpur University, Nagpur, India sug: subj: Brain-Computer Interfaces Algorithms Electroencephalography Methods Evoked Potentials, Visual User-Computer Interface Physical Stimulation ab: A cursor control system based on brain-computer interface (BCI) provides efficient computer access. These systems operate without any muscular activity from the user. Conventional BCI-based cursor control systems have several limitations. Therefore, hybrid SSVEP + P300 visual BCI (VBCI)-based cursor control is needed to overcome these limitations. This paper explores the feasibility of using noninvasive hybrid SSVEP + P300 VBCI for cursor control as a universal form of computer access. The proposed cursor control system has a graphical user interface (GUI) design that simultaneously evokes both SSVEP and P300 signals in the human cortex. The performance metrics of the proposed system are compared with conventional SSVEP VBCI and P300 VBCI-based cursor control systems. The proposed hybrid SSVEP + P300 BCI-based cursor control system achieves a maximum accuracy of 97.51% with a 27.15 bit/min information transfer rate (ITR). The results proved that the proposed system performed more efficiently than other systems. The proposed system was tested in a noisy environment and found to be suitable for real-world applications. pubtype: Academic Journal doctype: Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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