Smart Sensors Network for Air Quality Monitoring Applications

被引：132
|
作者：
Postolache, Octavian A. [1 ,2 ]
Dias Pereira, J. M. [1 ,2 ]
Silva Girao, P. M. B. [1 ]
机构：
[1] Inst Telecomunicacoes, P-1049001 Lisbon, Portugal
[2] Escola Super Tecnol Setubal, Inst Politecn Setubal, P-2910761 Setubal, Portugal
来源：
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT | 2009年 / 58卷 / 09期
关键词：
Air quality (AirQ); embedded Web server; neural network; wireless networks; NEURAL-NETWORKS; SYSTEM;
D O I：
10.1109/TIM.2009.2022372
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
This paper presents a network for indoor and outdoor air quality monitoring. Each node is installed in a different room and includes tin dioxide sensor arrays connected to an acquisition and control system. The nodes are hardwired or wirelessly connected to a central monitoring unit. To increase the gas concentration measurement accuracy and to prevent false alarms, two gas sensor influence quantities, i.e., temperature and humidity, are also measured. Advanced processing based on multiple-input single-output neural networks is implemented at the network sensing nodes to obtain temperature and humidity compensated gas concentration values. Anomalous operation of the network sensing nodes and power consumption are also discussed.
引用
收藏
页码：3253 / 3262
页数：10
相关论文
共 50 条
  • [21] Optical fiber ammonia sensors for air quality monitoring
    Tao, Shiquan
    Huang, Yu
    Wieck, Lucas
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2011, 242
  • [22] Water and air quality monitoring with multiparameter chemical sensors
    Lebental, Berengere
    Bila, Stephane
    Cloutee, Eric
    Dejous, Corinne
    Hand, Hamidal
    Laporte, Stephane
    Ngoune, Bernard Bobby
    Perrin, Guillaume
    Ulanowski, Yan
    2022 IEEE SENSORS, 2022,
  • [23] SENSORS FOR MONITORING AIR QUALITY IN EARTH AND SPACE ENVIRONMENTS
    Medelius, Pedro
    Sensors for Environment, Health and Security: Advanced Materials and Technologies, 2009, : 431 - 442
  • [24] Use of Remote Sensors in Air Quality Monitoring and Prediction
    Wilczak, James M.
    Bao, Jian-Wen
    Djalalova, Irma
    Bianco, Laura
    Michelson, Sara
    Persson, Ola
    Senff, Christoph
    Banta, Bob
    Darby, Lisa
    INTEGRATED GROUND-BASED OBSERVING SYSTEMS: APPLICATIONS FOR CLIMATE, METEOROLOGY, AND CIVIL PROTECTION, 2010, : 209 - 240
  • [25] Adaptive machine learning strategies for network calibration of IoT smart air quality monitoring devices
    De Vito, Saverio
    Di Francia, Girolamo
    Esposito, Elena
    Ferlito, Sergio
    Formisano, Fabrizio
    Massera, Ettore
    PATTERN RECOGNITION LETTERS, 2020, 136 : 264 - 271
  • [26] Indoor Air Quality Monitoring System for Smart Buildings
    Chen, Xuxu
    Zheng, Yu
    Chen, Yubiao
    Jin, Qiwei
    Sun, Weiwei
    Chang, Eric
    Ma, Wei-Ying
    UBICOMP'14: PROCEEDINGS OF THE 2014 ACM INTERNATIONAL JOINT CONFERENCE ON PERVASIVE AND UBIQUITOUS COMPUTING, 2014, : 471 - 475
  • [27] AirQ: A Smart IoT Platform for Air Quality Monitoring
    Choudhary, Vishal
    Teh, Jun Hao
    Beltran, Victoria
    Lim, Hock Beng
    2020 IEEE 17TH ANNUAL CONSUMER COMMUNICATIONS & NETWORKING CONFERENCE (CCNC 2020), 2020,
  • [28] IoT based Smart Air Quality Monitoring in Vehicles
    Devasena, D.
    Dharshan, Y.
    Raksana, K., V
    Shuruthi, M.
    Preethi, S.
    2024 SECOND INTERNATIONAL CONFERENCE ON INTELLIGENT CYBER PHYSICAL SYSTEMS AND INTERNET OF THINGS, ICOICI 2024, 2024, : 343 - 347
  • [29] IoT Based Smart Wearable for Air Quality Monitoring
    Kodali, Ravi Kishore
    Rajanarayanan, Sasweth C.
    Boppana, Lakshmi
    2020 INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATION AND INFORMATICS (ICCCI - 2020), 2020, : 339 - 343
  • [30] Wearable Smart Prototype for Personal Air Quality Monitoring
    Geczy, Attila
    Kuglics, Lajos
    Jakab, Laszlo
    Harsanyi, Gabor
    2020 IEEE 26TH INTERNATIONAL SYMPOSIUM FOR DESIGN AND TECHNOLOGY IN ELECTRONIC PACKAGING (SIITME 2020), 2020, : 84 - 88
12345