Navigational/informational intent discrimination based on Phase Locking Value(PLV)

Ukeob Park; Kalyana C. Veluvolu; Minho Lee

doi:10.1109/iww-BCI.2014.6782560

Navigational/informational intent discrimination based on Phase Locking Value(PLV)

Ukeob Park, Kalyana C. Veluvolu, Minho Lee

School of Electronics Engineering

Kyungpook National University

Research output: Contribution to conference › Paper › peer-review

Abstract

This paper focuses on discriminating user's Navigational/lnformational intent by using EEG data in static image viewing. According to this theory, we can set the user's base intention of normal state. Accordingly, we calculate Phase Locking Value (PLV) between all electrode pairs and find several most significant pairs (MSPs). After comparing PLV of MSPs in Navigational/ lnformational intent part, we can find the feature that enables us to identify brain activity related to user's Navigational/lnformational intent through visual-experiments based on static image that are closest to practical scenarios.

Original language	English
DOIs	https://doi.org/10.1109/iww-BCI.2014.6782560
State	Published - 2014
Event	2014 International Winter Workshop on Brain-Computer Interface, BCI 2014 - Gangwon, Korea, Republic of Duration: 17 Feb 2014 → 19 Feb 2014

Conference

Conference	2014 International Winter Workshop on Brain-Computer Interface, BCI 2014
Country/Territory	Korea, Republic of
City	Gangwon
Period	17/02/14 → 19/02/14

Keywords

Brain connectivity
Brain-computer interface(BCI)
Electroencephalographic(EEG)
Intent recognition
Phase synchrony

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10.1109/iww-BCI.2014.6782560

Cite this

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title = "Navigational/informational intent discrimination based on Phase Locking Value(PLV)",

abstract = "This paper focuses on discriminating user's Navigational/lnformational intent by using EEG data in static image viewing. According to this theory, we can set the user's base intention of normal state. Accordingly, we calculate Phase Locking Value (PLV) between all electrode pairs and find several most significant pairs (MSPs). After comparing PLV of MSPs in Navigational/ lnformational intent part, we can find the feature that enables us to identify brain activity related to user's Navigational/lnformational intent through visual-experiments based on static image that are closest to practical scenarios.",

keywords = "Brain connectivity, Brain-computer interface(BCI), Electroencephalographic(EEG), Intent recognition, Phase synchrony",

author = "Ukeob Park and Veluvolu, \{Kalyana C.\} and Minho Lee",

year = "2014",

doi = "10.1109/iww-BCI.2014.6782560",

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note = "2014 International Winter Workshop on Brain-Computer Interface, BCI 2014 ; Conference date: 17-02-2014 Through 19-02-2014",

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AU - Park, Ukeob

AU - Veluvolu, Kalyana C.

AU - Lee, Minho

PY - 2014

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N2 - This paper focuses on discriminating user's Navigational/lnformational intent by using EEG data in static image viewing. According to this theory, we can set the user's base intention of normal state. Accordingly, we calculate Phase Locking Value (PLV) between all electrode pairs and find several most significant pairs (MSPs). After comparing PLV of MSPs in Navigational/ lnformational intent part, we can find the feature that enables us to identify brain activity related to user's Navigational/lnformational intent through visual-experiments based on static image that are closest to practical scenarios.

AB - This paper focuses on discriminating user's Navigational/lnformational intent by using EEG data in static image viewing. According to this theory, we can set the user's base intention of normal state. Accordingly, we calculate Phase Locking Value (PLV) between all electrode pairs and find several most significant pairs (MSPs). After comparing PLV of MSPs in Navigational/ lnformational intent part, we can find the feature that enables us to identify brain activity related to user's Navigational/lnformational intent through visual-experiments based on static image that are closest to practical scenarios.

KW - Brain connectivity

KW - Brain-computer interface(BCI)

KW - Electroencephalographic(EEG)

KW - Intent recognition

KW - Phase synchrony

UR - https://www.scopus.com/pages/publications/84899434042

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DO - 10.1109/iww-BCI.2014.6782560

M3 - Paper

AN - SCOPUS:84899434042

T2 - 2014 International Winter Workshop on Brain-Computer Interface, BCI 2014

Y2 - 17 February 2014 through 19 February 2014

ER -

Navigational/informational intent discrimination based on Phase Locking Value(PLV)

Abstract

Conference

Keywords

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