Analysis of Human Autonomic Nervous Activity Based on Big Data Measurement via SmartPhone

作者
Makoto Komazawa,Kenichi Itao,Hiroyuki Kobayashi,Zhiwei Luo
标识
DOI:10.1109/dasc-picom-datacom-cyberscitec.2016.144
摘要

This study used a large amount of autonomic nervous system data to investigate the relationship between autonomic nervous system and activity, day of the week, and region. Data was measured via a heart rate variability analysis system that utilizes the camera of smartphones [8]. This system was developed by the authors during previous research. As for as the relationship between autonomic nervous system and activity, total power and sympathetic nervous activity were found to rise after waking, while during leisure time, it was found that total power rises and sympathetic nervous activity is inhibited. Concerning the relationship between autonomic nervous system and day of the week, it was found that total power decreases from the middle through the latter part of the week (namely, Wednesday, Thursday, and Friday), while it rises on Saturday. What's more, sympathetic nervous activity is suppressed on Saturday. Regarding the relationship between autonomic nervous system and region, it was found that total power is lower in the Kanto region than in others. Regarding weather conditions, the results showed a trend in which a significant decrease was seen in sympathetic nervous activity the higher the temperature. In addition, a significant increase was seen in the sympathetic nervous system the higher the atmospheric pressure. Lastly, a significant decrease was seen in the sympathetic nervous system the more precipitation there was. These results accord with prior research and with human biological phenomena, and we were able to use big data to statistically demonstrate our hypothesis.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
地球完成签到,获得积分10
刚刚
1秒前
2秒前
高木同学完成签到,获得积分20
2秒前
Lucas应助lqf采纳,获得10
3秒前
3秒前
沉默尔冬应助Eina采纳,获得10
4秒前
紫枫发布了新的文献求助20
4秒前
乐乐完成签到,获得积分10
5秒前
5秒前
kinji发布了新的文献求助10
5秒前
wangdan发布了新的文献求助10
6秒前
7秒前
虚心的代丝完成签到,获得积分10
7秒前
Alular完成签到,获得积分10
7秒前
7秒前
慕青应助爱听歌笑寒采纳,获得10
8秒前
chi发布了新的文献求助10
8秒前
pcrbnds发布了新的文献求助10
9秒前
Zz发布了新的文献求助10
9秒前
9秒前
9秒前
脑洞疼应助李青溟采纳,获得10
10秒前
搜集达人应助怕黑的擎采纳,获得10
12秒前
12秒前
12秒前
13秒前
14秒前
15秒前
活雷锋应助XE14ZM采纳,获得10
15秒前
HAHA发布了新的文献求助10
15秒前
16秒前
eve完成签到,获得积分10
16秒前
小吉发布了新的文献求助10
18秒前
18秒前
鹅鹅Namae应助科研通管家采纳,获得10
18秒前
Jasper应助科研通管家采纳,获得10
18秒前
天天快乐应助科研通管家采纳,获得10
18秒前
852应助holy采纳,获得10
18秒前
Dsivan应助科研通管家采纳,获得20
18秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Effects of Two Weeks of Red Light Therapy on Choroidal Thickness and Axial Length in Young Adults 700
Positive Art Therapy Theory and Practice 600
Management and the Arts 510
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
Key mechanistic insights into the intramolecular C-H bond amination and double bond aziridination in sulfamate esters catalyzed by dirhodium tetracarboxylate complexes 500
The Neuroscience of Language 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7672050
求助须知:如何正确求助?哪些是违规求助? 9239117
关于积分的说明 19898833
捐赠科研通 7241557
什么是DOI,文献DOI怎么找? 3285228
关于科研通互助平台的介绍 2443400
邀请新用户注册赠送积分活动 2287385