Bus Crowdedness Sensing System Based on Carbon Dioxide Concentration

被引：1

作者：

Huang, Wenhao ^{[1
]}

Tsuge, Akira ^{[1
]}

Chen, Yin ^{[2
]}

Okoshi, Tadashi ^{[1
]}

Nakazawa, Jin ^{[1
]}

机构：

[1] Keio Univ, Fujisawa, Kanagawa, Japan

[2] Reitaku Univ, Kashiwa, Chiba, Japan

来源：

PROCEEDINGS OF THE TWENTIETH ACM CONFERENCE ON EMBEDDED NETWORKED SENSOR SYSTEMS, SENSYS 2022 | 2022年

关键词：

Crowdedness sensing; Carbon dioxide sensor; Ubiquitous computing; Smart cities;

D O I：

10.1145/3560905.3568051

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Crowdedness sensing of buses is playing an important role in the disease control of COVID-19 and bus resource scheduling. This research analyzes the relationship between carbon dioxide concentration, bus environment and the number of passengers by linear regression. Our prototype system collects the data of bus environment and carbon dioxide concentration to estimate the number of passengers in real time. By collecting the sensing data from a shuttle bus of university campus, we experimentally evaluate the feasibility and sensing performance of the crowdedness estimation model.

引用

页码：806 / 807

页数：2

共 50 条

[21] Research and Exploration of Carbon Dioxide Concentration Real-time Monitoring System Based on Freescale MCU
Liu, Haitao
Wu, Tao
Chen, Nan
MECHATRONICS AND INTELLIGENT MATERIALS III, PTS 1-3, 2013, 706-708 : 924 - 927
[22] Ratiometric System based on an Ionic Liquid-modified Colorimetric Dye for Enhanced Carbon Dioxide Sensing
Lopes, Xavier
Coelho, Luis C. C.
Jorge, Pedro A. S.
Mendes, Joao P.
2024 IEEE SENSORS APPLICATIONS SYMPOSIUM, SAS 2024, 2024,
[23] Measurements of the carbon dioxide concentration in silicon dioxide nanopores
Ageev B.G.
Ponomarev Y.N.
Atmospheric and Oceanic Optics, 2013, 26 (2) : 159 - 162
[24] Analysis of Carbon Dioxide Concentration Prediction Model and Diffusion Tendency of Expiratory by Simultaneous Multipoint Sensing
Moritani, Motokazu
Watanabe, Norifumi
Miyamoto, Kensuke
Itoda, Kota
Imani, Junya
Aoyama, Hiroyuki
Takefuji, Yoshiyasu
APPLIED SCIENCES-BASEL, 2020, 10 (13):
[25] Counting Passengers in Public Buses by Sensing Carbon Dioxide Concentration: Data Collection and Machine Learning
Li, Tengyue
Fong, Simon
Yang, Lili
BDIOT 2018: PROCEEDINGS OF THE 2018 2ND INTERNATIONAL CONFERENCE ON BIG DATA AND INTERNET OF THINGS, 2018, : 43 - 48
[26] Analysis of Carbon Dioxide Concentration in a Room of Multiple Persons by Simultaneous Multi-Point Sensing
Watanabe, Norifumi
Moritani, Motokazu
2020 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2020, : 3768 - 3775
[27] Electrochemical Carbon Dioxide Capture and Concentration
Zito, Alessandra M.
Clarke, Lauren E.
Barlow, Jeffrey M.
Bim, Daniel
Zhang, Zisheng
Ripley, Katelyn M.
Li, Clarabella
Kummeth, Amanda
Leonard, McLain E.
Alexandrova, Anastassia N.
Brushett, Fikile R.
Yang, Jenny Y. Y.
CHEMICAL REVIEWS, 2023, 123 (13) : 8069 - 8098
[28] CONCENTRATION OF ATMOSPHERIC CARBON DIOXIDE IN HAWAII
PALES, JC
KEELING, CD
JOURNAL OF GEOPHYSICAL RESEARCH, 1965, 70 (24): : 6053 - &
[29] Concentration of carbon dioxide in expired air
Boyer, PK
Bailey, CV
ARCHIVES OF INTERNAL MEDICINE, 1942, 69 (05) : 773 - 788
[30] LIMITING CARBON DIOXIDE CONCENTRATION FOR PHOTOSYNTHESIS
MOSS, DN
NATURE, 1962, 193 (4815) : 587 - &

← 1 2 3 4 5 →