Early Warning Systems for COVID-19 Infections Based on Low-Cost Indoor Air-Quality Sensors and LPWANs

被引:19
作者
Peladarinos, Nikolaos [1 ]
Cheimaras, Vasileios [1 ]
Piromalis, Dimitrios [2 ]
Arvanitis, Konstantinos G. [3 ]
Papageorgas, Panagiotis [1 ]
Monios, Nikolaos [1 ]
Dogas, Ioannis [1 ]
Stojmenovic, Milos [4 ]
Tsaramirsis, Georgios [5 ]
机构
[1] Univ West Attica, Dept Elect & Elect Engn, Athens 12244, Greece
[2] Univ West Attica, Dept Ind Design & Prod Engn, Athens 12244, Greece
[3] Agr Univ Athens, Dept Nat Resources Management & Agr Engn, Iera Odos 75, Athens 11855, Greece
[4] Singidunum Univ, Comp Sci Dept, Beograd 160622, Serbia
[5] Abu Dhabi Womens Coll, Higher Coll Technol, Abu Dhabi 25026, U Arab Emirates
关键词
air pollution; indoor air quality; early warning; COVID-19; air-quality sensors; internet of things; LoRa; wireless sensors networks; open-source; BREATH;
D O I
10.3390/s21186183
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
During the last two years, the COVID-19 pandemic continues to wreak havoc in many areas of the world, as the infection spreads through person-to-person contact. Transmission and prognosis, once infected, are potentially influenced by many factors, including indoor air pollution. Particulate Matter (PM) is a complex mixture of solid and/or liquid particles suspended in the air that can vary in size, shape, and composition and recent scientific work correlate this index with a considerable risk of COVID-19 infections. Early Warning Systems (EWS) and the Internet of Things (IoT) have given rise to the development of Low Power Wide Area Networks (LPWAN) based on sensors, which measure PM levels and monitor In-door Air pollution Quality (IAQ) in real-time. This article proposes an open-source platform architecture and presents the development of a Long Range (LoRa) based sensor network for IAQ and PM measurement. A few air quality sensors were tested, a network platform was implemented after simulating setup topologies, emphasizing feasible low-cost open platform architecture.
引用
收藏
页数:23
相关论文
共 42 条
[1]  
[Anonymous], 2013, Health Effects of Particulate Matter, P7
[2]  
Asthana P, 2018, 2018 INTERNATIONAL CONFERENCE ON COMPUTATIONAL AND CHARACTERIZATION TECHNIQUES IN ENGINEERING & SCIENCES (CCTES), P36, DOI 10.1109/CCTES.2018.8674076
[3]   The pharmacology of particulate matter air pollution-induced cardiovascular dysfunction [J].
Bai, Ni ;
Khazaei, Majid ;
van Eeden, Stephan F. ;
Laher, Ismail .
PHARMACOLOGY & THERAPEUTICS, 2007, 113 (01) :16-29
[4]   Inhalable Microorganisms in Beijing's PM2.5 and PM10 Pollutants during a Severe Smog Event [J].
Cao, Chen ;
Jiang, Wenjun ;
Wang, Buying ;
Fang, Jianhuo ;
Lang, Jidong ;
Tian, Geng ;
Jiang, Jingkun ;
Zhu, Ting F. .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2014, 48 (03) :1499-1507
[5]   Does air pollution play a role in infertility?: a systematic review [J].
Carre, Julie ;
Gatimel, Nicolas ;
Moreau, Jessika ;
Parinaud, Jean ;
Leandri, Roger .
ENVIRONMENTAL HEALTH, 2017, 16
[6]  
Cassee F R., 2011, Cardiovascular effects of inhaled ultrafine and nano-sized particles
[7]  
Chaudhari B.S., 2020, LPWAN TECHNOLOGIES I, P347
[8]   Environmental pollutants as risk factors for neurodegenerative disorders: Alzheimer and Parkinson diseases [J].
Chin-Chan, Miguel ;
Navarro-Yepes, Juliana ;
Quintanilla-Vega, Betzabet .
FRONTIERS IN CELLULAR NEUROSCIENCE, 2015, 9
[9]   Air Pollution and COVID-19: The Role of Particulate Matter in the Spread and Increase of COVID-19's Morbidity and Mortality [J].
Comunian, Silvia ;
Dongo, Dario ;
Milani, Chiara ;
Palestini, Paola .
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2020, 17 (12) :1-22
[10]   Smart City Battery Operated IoT Based Indoor Air Quality Monitoring System [J].
Esfahani, Siavash ;
Rollins, Piers ;
Specht, Jan Peter ;
Cole, Marina ;
Gardner, Julian W. .
2020 IEEE SENSORS, 2020,