Traffic noise monitoring and simulation research in Xiamen City based on the Environmental Internet of Things

被引:26
作者
Wang, Cuiping [1 ]
Chen, Guoqiang [1 ]
Dong, Rencai [2 ]
Wang, Haowei [3 ,4 ]
机构
[1] Jimei Univ, Sch Sci, Xiamen 361021, Peoples R China
[2] Chinese Acad Sci, State Key Lab Urban & Reg Ecol, Res Ctr Ecoenvironm Sci, Beijing 100085, Peoples R China
[3] Chinese Acad Sci, Key Lab Urban Environm & Hlth, Inst Urban Environm, Xiamen 361021, Peoples R China
[4] Chinese Acad Sci, Xiamen Key Lab Urban Metab, Inst Urban Environm, Xiamen 361021, Peoples R China
关键词
Environmental Internet of Things (EIoT); traffic noise; monitoring; simulation; Xiamen City; URBANIZATION; CONSUMPTION;
D O I
10.1080/13504509.2013.781074
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The Internet of Things (IoT) has many potential applications in the field of environmental monitoring. In this article, some hardware, including noise meters, ZigBee, and GPRS, were assembled and adjusted to get traffic noise data, which would be analyzed and compiled into a database based on the categories and characteristics of the data. Based on traffic noise data from 35 roads of nine green spaces in Xiamen, we used a back propagation neural network to practice net-simulation of noise data from 30 roads, while data from the remaining 5 roads were used as test data. Finally, the trained neural network was used to simulate traffic noise from 100 roads in Xiamen Island. Software systems using VB language and Flex network technology were also developed, and the simulation results were published on the Internet. The success of the method indicates that the Environmental IoT not only enables fast and effective acquisition of environmental data, but also enables accurate simulation and real-time network distribution.
引用
收藏
页码:248 / 253
页数:6
相关论文
共 50 条
  • [21] Research of Ice-melting Monitoring System Based on Internet of Things and Image Processing Techniques
    Sun Peng
    Wang Shuai
    Zhang Li-xin
    Li Zhi-jun
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON MECHATRONICS, ELECTRONIC, INDUSTRIAL AND CONTROL ENGINEERING, 2015, 8 : 917 - 921
  • [22] An Internet of Things based energy efficiency monitoring and management system for machining workshop
    Chen, Xingzheng
    Li, Congbo
    Tang, Ying
    Xiao, Qinge
    JOURNAL OF CLEANER PRODUCTION, 2018, 199 : 957 - 968
  • [23] Wearable Healthcare Indoor Monitoring System Based on Internet of Things
    Al-Khammasi, Salam
    Ali, Nabeel Salih
    2021 PALESTINIAN INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (PICICT 2021), 2021, : 65 - 70
  • [24] Design of Sewage Treatment Monitoring System Based on Internet of Things
    Xiu, Chunbo
    Dong, Liying
    PROCEEDINGS OF THE 2019 31ST CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2019), 2019, : 960 - 964
  • [25] A farmland-microclimate monitoring system based on the internet of things
    Yan, Maoling
    Liu, Pingzeng
    Tong, Cezhong
    Wang, Xiujuan
    Wen, Fujiang
    Song, Changqing
    Higgs, Russell
    O'Hare, Gregory M. P.
    INTERNATIONAL JOURNAL OF EMBEDDED SYSTEMS, 2020, 12 (01) : 81 - 92
  • [26] Research on Monitoring of Oil Metal Particle Pollution in Operation of Hydroelectric Generating Units Based on Internet of Things
    Tian, Peng
    Zhang, Lin
    JOURNAL OF TESTING AND EVALUATION, 2024, 52 (03) : 1762 - 1774
  • [27] Remote Condition Monitoring Simulation of Multi-unit Architecture on the Internet of Things
    Qiu Wen-yan
    Shi Meng-lin
    2014 Fifth International Conference on Intelligent Systems Design and Engineering Applications (ISDEA), 2014, : 731 - 734
  • [28] Simulation Based Traffic Noise Modelling and Assessment-A Sample Study in Kandy City, Sri Lanka
    Samarasinghe, Bhanuka
    Gunawardane, Prasanna
    ENGINEER-JOURNAL OF THE INSTITUTION OF ENGINEERS SRI LANKA, 2025, 58 (01): : 61 - 69
  • [29] Application of internet of things technology in the man-made slopes monitoring in Taipei city
    Tseng, Mei-Chi
    Chi, Po-Chuan
    Wu, Chien-Chun
    Hsu, Jui-Yi
    GEOTECHNICS FOR SUSTAINABLE INFRASTRUCTURE DEVELOPMENT, 2020, 62 : 1203 - 1207
  • [30] The simulation design of smart home system based on Internet of Things
    Cui, Jiantao
    Du, Zhongzhou
    Liu, Kejian
    Cao, Junpeng
    JOURNAL OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING, 2023, 23 (06) : 2937 - 2947