Independent component analysis of finger photoplethysmography for evaluating effects of visually-induced motion sickness

Makoto Abe; Makoto Yoshizawa; Norihiro Sugita; Akira Tanaka; Shigeru Chiba; Tomoyuki Yambe; Shin Ichi Nitta

doi:10.1007/978-3-540-73335-5_20

Independent component analysis of finger photoplethysmography for evaluating effects of visually-induced motion sickness

Makoto Abe, Makoto Yoshizawa, Norihiro Sugita, Akira Tanaka, Shigeru Chiba, Tomoyuki Yambe, Shin Ichi Nitta

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Citation (Scopus)

Abstract

To evaluate the effects of visually-induced motion sickness that induces symptoms related to the autonomic nervous activity, we proposed a new method for obtaining the physiological index ρ_max, which represents the maximum cross-correlation coefficient between blood pressure and heart rate, with measurement of neither continuous blood pressure nor ECG but using finger photoplethysmography only. In this study, a blood pressure-related parameter was obtained using the independent component analysis of finger photoplethysmography. Two experimental trials in which subjects performed the Valsalva maneuver and then they watched a swaying video image were carried out to evaluate the adequacy of the proposed method. The experimental results have shown that the proposed method worked successfully as well as the conventional method.

Original language	English
Title of host publication	Virtual Reality - Second International Conference, ICVR 2007. Held as part of HCI International 2007, Proceedings
Publisher	Springer Verlag
Pages	177-184
Number of pages	8
ISBN (Print)	9783540733348
DOIs	https://doi.org/10.1007/978-3-540-73335-5_20
Publication status	Published - 2007
Event	2nd International Conference on Virtual Reality, ICVR 2007 - Beijing, China Duration: 2007 Jul 22 → 2007 Jul 27

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	4563 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	2nd International Conference on Virtual Reality, ICVR 2007
Country/Territory	China
City	Beijing
Period	07/7/22 → 07/7/27

Keywords

Baroreflex
Independent component analysis
Photoplethysmography
Visually-induced motion sickness

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10.1007/978-3-540-73335-5_20

Cite this

Abe, M., Yoshizawa, M., Sugita, N., Tanaka, A., Chiba, S., Yambe, T., & Nitta, S. I. (2007). Independent component analysis of finger photoplethysmography for evaluating effects of visually-induced motion sickness. In Virtual Reality - Second International Conference, ICVR 2007. Held as part of HCI International 2007, Proceedings (pp. 177-184). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4563 LNCS). Springer Verlag. https://doi.org/10.1007/978-3-540-73335-5_20

Abe, Makoto ; Yoshizawa, Makoto ; Sugita, Norihiro et al. / Independent component analysis of finger photoplethysmography for evaluating effects of visually-induced motion sickness. Virtual Reality - Second International Conference, ICVR 2007. Held as part of HCI International 2007, Proceedings. Springer Verlag, 2007. pp. 177-184 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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title = "Independent component analysis of finger photoplethysmography for evaluating effects of visually-induced motion sickness",

abstract = "To evaluate the effects of visually-induced motion sickness that induces symptoms related to the autonomic nervous activity, we proposed a new method for obtaining the physiological index ρmax, which represents the maximum cross-correlation coefficient between blood pressure and heart rate, with measurement of neither continuous blood pressure nor ECG but using finger photoplethysmography only. In this study, a blood pressure-related parameter was obtained using the independent component analysis of finger photoplethysmography. Two experimental trials in which subjects performed the Valsalva maneuver and then they watched a swaying video image were carried out to evaluate the adequacy of the proposed method. The experimental results have shown that the proposed method worked successfully as well as the conventional method.",

keywords = "Baroreflex, Independent component analysis, Photoplethysmography, Visually-induced motion sickness",

author = "Makoto Abe and Makoto Yoshizawa and Norihiro Sugita and Akira Tanaka and Shigeru Chiba and Tomoyuki Yambe and Nitta, {Shin Ichi}",

year = "2007",

doi = "10.1007/978-3-540-73335-5_20",

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series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

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booktitle = "Virtual Reality - Second International Conference, ICVR 2007. Held as part of HCI International 2007, Proceedings",

address = "Germany",

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Abe, M, Yoshizawa, M, Sugita, N, Tanaka, A, Chiba, S, Yambe, T & Nitta, SI 2007, Independent component analysis of finger photoplethysmography for evaluating effects of visually-induced motion sickness. in Virtual Reality - Second International Conference, ICVR 2007. Held as part of HCI International 2007, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 4563 LNCS, Springer Verlag, pp. 177-184, 2nd International Conference on Virtual Reality, ICVR 2007, Beijing, China, 07/7/22. https://doi.org/10.1007/978-3-540-73335-5_20

Independent component analysis of finger photoplethysmography for evaluating effects of visually-induced motion sickness. / Abe, Makoto; Yoshizawa, Makoto; Sugita, Norihiro et al.
Virtual Reality - Second International Conference, ICVR 2007. Held as part of HCI International 2007, Proceedings. Springer Verlag, 2007. p. 177-184 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4563 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Independent component analysis of finger photoplethysmography for evaluating effects of visually-induced motion sickness

AU - Abe, Makoto

AU - Yoshizawa, Makoto

AU - Sugita, Norihiro

AU - Tanaka, Akira

AU - Chiba, Shigeru

AU - Yambe, Tomoyuki

AU - Nitta, Shin Ichi

PY - 2007

Y1 - 2007

N2 - To evaluate the effects of visually-induced motion sickness that induces symptoms related to the autonomic nervous activity, we proposed a new method for obtaining the physiological index ρmax, which represents the maximum cross-correlation coefficient between blood pressure and heart rate, with measurement of neither continuous blood pressure nor ECG but using finger photoplethysmography only. In this study, a blood pressure-related parameter was obtained using the independent component analysis of finger photoplethysmography. Two experimental trials in which subjects performed the Valsalva maneuver and then they watched a swaying video image were carried out to evaluate the adequacy of the proposed method. The experimental results have shown that the proposed method worked successfully as well as the conventional method.

AB - To evaluate the effects of visually-induced motion sickness that induces symptoms related to the autonomic nervous activity, we proposed a new method for obtaining the physiological index ρmax, which represents the maximum cross-correlation coefficient between blood pressure and heart rate, with measurement of neither continuous blood pressure nor ECG but using finger photoplethysmography only. In this study, a blood pressure-related parameter was obtained using the independent component analysis of finger photoplethysmography. Two experimental trials in which subjects performed the Valsalva maneuver and then they watched a swaying video image were carried out to evaluate the adequacy of the proposed method. The experimental results have shown that the proposed method worked successfully as well as the conventional method.

KW - Baroreflex

KW - Independent component analysis

KW - Photoplethysmography

KW - Visually-induced motion sickness

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DO - 10.1007/978-3-540-73335-5_20

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AN - SCOPUS:38349035925

SN - 9783540733348

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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EP - 184

BT - Virtual Reality - Second International Conference, ICVR 2007. Held as part of HCI International 2007, Proceedings

PB - Springer Verlag

T2 - 2nd International Conference on Virtual Reality, ICVR 2007

Y2 - 22 July 2007 through 27 July 2007

ER -

Abe M, Yoshizawa M, Sugita N, Tanaka A, Chiba S, Yambe T et al. Independent component analysis of finger photoplethysmography for evaluating effects of visually-induced motion sickness. In Virtual Reality - Second International Conference, ICVR 2007. Held as part of HCI International 2007, Proceedings. Springer Verlag. 2007. p. 177-184. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-540-73335-5_20

Independent component analysis of finger photoplethysmography for evaluating effects of visually-induced motion sickness

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Keywords

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