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

被引:0
作者
Abe, Makoto [1 ]
Yoshizawa, Makoto [2 ]
Sugita, Norihiro
Tanaka, Akira [3 ]
Chiba, Shigeru [4 ]
Yambe, Tomoyuki [5 ]
Nitta, Shin-ichi [5 ]
机构
[1] Tohoku Univ, Grad Sch Engn, Sendai, Miyagi 980, Japan
[2] Tohoku Univ, Informat Synergy Ctr, Sendai, Miyagi 980, Japan
[3] Fukushima Univ, Fac Symbiot Sys Sci, Fukushima, Japan
[4] Sharp Co Ltd, Osaka, Japan
[5] Tohoku Univ, Inst Dev Aging & Canc, Sendai, Miyagi, Japan
来源
VIRTUAL REALITY, PROCEEDINGS | 2007年 / 4563卷
关键词
baroreflex; photoplethysmography; independent component analysis; visually-induced motion sickness;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
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 p(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.
引用
收藏
页码:177 / +
页数:3
相关论文
共 5 条
[1]  
Abe M, 2006, P SICE ICASE INT JOI, P2340
[2]   A fast fixed-point algorithm for independent component analysis [J].
Hyvarinen, A ;
Oja, E .
NEURAL COMPUTATION, 1997, 9 (07) :1483-1492
[3]   Fast and robust fixed-point algorithms for independent component analysis [J].
Hyvärinen, A .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 1999, 10 (03) :626-634
[4]  
Kennedy RS, 1993, INT J AVIAT PSYCHOL, V3, P203, DOI [10.1207/s15327108ijap0303_3, DOI 10.1207/S15327108IJAP0303_3]
[5]  
SUGITA N, 2005, P 11 INT C HUM COMP