Low cost air pollution monitoring systems: A review of protocols and enabling technologies

Abstract Air pollution is the foremost concern especially in modern cities, because of its noteworthy influences on the community health, and the global economy. The significance of the air quality statistics makes the highly accurate real-time monitoring systems vital. The partial data access, high cost and the non-scalability of conventional air monitoring system enforce the researchers to develop future air pollution monitoring system employing advance technologies such as internet of things (IoT), wireless sensor network (WSN) and the low-cost ambient sensors. This paper presents a short but comprehensive review of these air pollution monitoring systems (APMS), their enabling technologies and protocols. We categorize the recent work into two main classes as static and mobile air monitoring systems based on the carriers of the sensing node and the deployment strategies. Sub categories include, portable monitoring devices, community supported approaches, WSN based systems, and IoT supported approaches. Broad performance assessments and the comparison among these categories were performed with respect to their architecture and the incorporated tools. Furthermore, the present study explored the issues, groundwork, and the methodology of designing a real-time air pollution monitoring system. Finally, the review deliberated the limits of the existing works and summaries the objectives that need to attain in the future air monitoring systems to make them more accurate and realistic.

[1]  Carlo Ratti,et al.  End-user perspective of low-cost sensors for outdoor air pollution monitoring. , 2017, The Science of the total environment.

[2]  Chang Soon Kang,et al.  Development of an IoT-based atmospheric environment monitoring system , 2017, 2017 International Conference on Information and Communication Technology Convergence (ICTC).

[3]  R. Binions,et al.  13 – Metal oxide semiconductor gas sensors in environmental monitoring , 2013 .

[4]  Libu Manjakkal,et al.  Multi-sensor system for remote environmental (air and water) quality monitoring , 2016, 2016 24th Telecommunications Forum (TELFOR).

[5]  Kunja Bihari Swain,et al.  Smart industry pollution monitoring and controlling using LabVIEW based IoT , 2017, 2017 Third International Conference on Sensing, Signal Processing and Security (ICSSS).

[6]  Pablo Velásquez,et al.  A low-cost IoT based environmental monitoring system. A citizen approach to pollution awareness , 2017, 2017 CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies (CHILECON).

[7]  Hervé Rivano,et al.  Optimal Deployment of Dense WSN for Error Bounded Air Pollution Mapping , 2016, 2016 International Conference on Distributed Computing in Sensor Systems (DCOSS).

[8]  Fang Liu,et al.  Visual Analytics for Spatial Clusters of Air-Quality Data , 2017, IEEE Computer Graphics and Applications.

[9]  Laurent Spinelle,et al.  Review of Portable and Low-Cost Sensors for the Ambient Air Monitoring of Benzene and Other Volatile Organic Compounds , 2017, Sensors.

[10]  Russell Binions,et al.  Metal Oxide Semi-Conductor Gas Sensors in Environmental Monitoring , 2010, Sensors.

[11]  G. Hagler,et al.  Community Air Sensor Network (CAIRSENSE) project: evaluation of low-cost sensor performance in a suburban environment in the southeastern United States. , 2016, Atmospheric measurement techniques.

[12]  Jungho Kang,et al.  A Comprehensive Real-Time Indoor Air-Quality Level Indicator , 2016 .

[13]  Thomas Schmid,et al.  Demonstration abstract: AirFeed — Indoor real time interactive air quality monitoring system , 2014, IPSN-14 Proceedings of the 13th International Symposium on Information Processing in Sensor Networks.

[14]  Tao Zhang,et al.  Fog and IoT: An Overview of Research Opportunities , 2016, IEEE Internet of Things Journal.

[15]  Jing Zhang,et al.  A WiFi-enabled indoor air quality monitoring and control system: The design and control experiments , 2017, 2017 13th IEEE International Conference on Control & Automation (ICCA).

[16]  Gerhard P. Hancke,et al.  A Survey on Software-Defined Wireless Sensor Networks: Challenges and Design Requirements , 2017, IEEE Access.

[17]  John Saffell,et al.  Amperometric Gas Sensors as a Low Cost Emerging Technology Platform for Air Quality Monitoring Applications: A Review. , 2017, ACS sensors.

[18]  Norashikin M. Thamrin,et al.  IoT implementation for indoor vertical farming watering system , 2017, 2017 International Conference on Electrical, Electronics and System Engineering (ICEESE).

[19]  Hojung Cha,et al.  Micro Sensor Node for Air Pollutant Monitoring: Hardware and Software Issues , 2009, Sensors.

[20]  Takahiro Hara,et al.  Efficient diversified set monitoring for mobile sensor stream environments , 2017, 2017 IEEE International Conference on Big Data (Big Data).

[21]  Joe-Air Jiang,et al.  Developed urban air quality monitoring system based on wireless sensor networks , 2011, 2011 Fifth International Conference on Sensing Technology.

[22]  Lothar Thiele,et al.  OpenSense: open community driven sensing of environment , 2010, IWGS '10.

[23]  Hervé Rivano,et al.  Optimal WSN Deployment Models for Air Pollution Monitoring , 2017, IEEE Transactions on Wireless Communications.

[24]  Manuel Aleixandre,et al.  Review of Small Commercial Sensors for Indicative Monitoring of Ambient Gas , 2012 .

[25]  Yu-Chee Tseng,et al.  Measuring air quality in city areas by vehicular wireless sensor networks , 2011, J. Syst. Softw..

[26]  Piet Demeester,et al.  Designing a smart city playground: Real-time air quality measurements and visualization in the City of Things testbed , 2016, 2016 IEEE International Smart Cities Conference (ISC2).

[27]  Paolo Bellavista,et al.  The PeRvasive Environment Sensing and Sharing Solution , 2017 .

[28]  Vivek Kumar Rai,et al.  IoT Based Air Pollution Monitoring System , 2017 .

[29]  Majid Sarrafzadeh,et al.  Design and calibration of a wearable and wireless research grade air quality monitoring system for real-time data collection , 2017, 2017 IEEE Global Humanitarian Technology Conference (GHTC).

[30]  Ali Marjovi,et al.  Model-based rendezvous calibration of mobile sensor networks for monitoring air quality , 2015, 2015 IEEE SENSORS.

[31]  Hongke Zhang,et al.  A practical deployment of Intelligent Building Wireless Sensor Network for environmental monitoring and air-conditioning control , 2010, 2010 2nd IEEE InternationalConference on Network Infrastructure and Digital Content.

[32]  D. K. Arvind,et al.  The AirSpeck Family of Static and Mobile Wireless Air Quality Monitors , 2016, 2016 Euromicro Conference on Digital System Design (DSD).

[33]  Chen Xiaojun,et al.  IOT-based air pollution monitoring and forecasting system , 2015, 2015 International Conference on Computer and Computational Sciences (ICCCS).

[34]  Lothar Thiele,et al.  A Survey on Sensor Calibration in Air Pollution Monitoring Deployments , 2018, IEEE Internet of Things Journal.

[35]  Giorgio Ventre,et al.  Polluino: An efficient cloud-based management of IoT devices for air quality monitoring , 2016, 2016 IEEE 2nd International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow (RTSI).

[36]  Lirong Zheng,et al.  Edge Computing Based IoT Architecture for Low Cost Air Pollution Monitoring Systems: A Comprehensive System Analysis, Design Considerations & Development , 2018, Sensors.

[37]  A. Lewis,et al.  Evaluating the performance of low cost chemical sensors for air pollution research. , 2016, Faraday discussions.

[38]  Xiong Xiong,et al.  Design and Implementation of LPWA-Based Air Quality Monitoring System , 2016, IEEE Access.

[39]  Nidal Nasser,et al.  Wireless Sensor Network-based air quality monitoring system , 2014, 2014 International Conference on Computing, Networking and Communications (ICNC).

[40]  Mihai T. Lazarescu,et al.  Design of a WSN Platform for Long-Term Environmental Monitoring for IoT Applications , 2013, IEEE Journal on Emerging and Selected Topics in Circuits and Systems.

[41]  Yong Yan Recent advances in electrostatic sensors and instruments for industrial measurement and monitoring , 2016 .

[42]  Juan He,et al.  Design of an intelligent indoor air quality monitoring and purification device , 2017, 2017 IEEE 3rd Information Technology and Mechatronics Engineering Conference (ITOEC).

[43]  Meo Vincent C. Caya,et al.  Air pollution and particulate matter detector using raspberry Pi with IoT based notification , 2017, 2017IEEE 9th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment and Management (HNICEM).

[44]  Bijan Paul,et al.  Real-time air quality monitoring system for Bangladesh's perspective based on Internet of Things , 2017, 2017 3rd International Conference on Electrical Information and Communication Technology (EICT).

[45]  Ali Marjovi,et al.  Enhancing measurement quality through active sampling in mobile air quality monitoring sensor networks , 2016, 2016 IEEE International Conference on Advanced Intelligent Mechatronics (AIM).

[46]  Kwong-Sak Leung,et al.  A Survey of Wireless Sensor Network Based Air Pollution Monitoring Systems , 2015, Sensors.

[47]  Alena Bartonova,et al.  Can commercial low-cost sensor platforms contribute to air quality monitoring and exposure estimates? , 2017, Environment international.

[48]  Jung-Yoon Kim,et al.  ISSAQ: An Integrated Sensing Systems for Real-Time Indoor Air Quality Monitoring , 2014, IEEE Sensors Journal.

[49]  Zhu Han,et al.  Arms: A Fine-Grained 3D AQI Realtime Monitoring System by UAV , 2017, GLOBECOM 2017 - 2017 IEEE Global Communications Conference.

[50]  Gomez Ruiz Carlos Andres CleanWiFi: The wireless network for air quality monitoring, community Internet access and environmental education in smart cities , 2016, Kaleidoscope.

[51]  Octavian Postolache,et al.  Smart Sensor Network for Air Quality Monitoring Applications , 2009, 2005 IEEE Instrumentationand Measurement Technology Conference Proceedings.

[52]  Vidya Chitre,et al.  Survey on air pollution monitoring systems , 2017, 2017 International Conference on Innovations in Information, Embedded and Communication Systems (ICIIECS).

[53]  Sungchul Lee,et al.  A Framework for Environmental Monitoring with Arduino-Based Sensors Using Restful Web Service , 2014, 2014 IEEE International Conference on Services Computing.

[54]  Iain Bate,et al.  Issues of using wireless sensor network to monitor urban air quality , 2017, FAILSAFE@SenSys.

[55]  M.F.M Firdhous,et al.  IoT enabled proactive indoor air quality monitoring system for sustainable health management , 2017, 2017 2nd International Conference on Computing and Communications Technologies (ICCCT).

[56]  Ali Marjovi,et al.  Mitigating Slow Dynamics of Low-Cost Chemical Sensors for Mobile Air Quality Monitoring Sensor Networks , 2016, EWSN.

[57]  M. Rachana,et al.  Design and deployment of sensor system — envirobat 2.1, an urban air quality monitoring system , 2017, 2017 International Conference on Electrical, Electronics, Communication, Computer, and Optimization Techniques (ICEECCOT).