MegaSense: 5G and AI for Air Quality Monitoring

Tutkimustuotos: ArtikkelijulkaisuKonferenssiartikkeliTieteellinenvertaisarvioitu

Abstrakti

Air pollution has become a global challenge during the growth of megacities, which drives the deployment of air quality monitoring in order to understand and mitigate district level air pollution. Currently, air pollution monitoring mainly relies on high-end accurate reference stations, which are usually stationary and expensive. Thus, the air quality monitoring deployments are typically coarse grained with only a very small number of stations in a city. We propose scalable air quality monitoring by leveraging low-cost air pollution sensors, artificial intelligence methods, and versatile connectivity provided by 4G/5G. We describe pilot deployments for testing the developed sensing technologies in three different locations in Helsinki, Finland.
Alkuperäiskielienglanti
LehtiLecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
Vuosikerta323
Sivut13-19
Sivumäärä7
ISSN1867-8211
DOI - pysyväislinkit
TilaJulkaistu - 2020
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisuussa
TapahtumaInternational Conference, SmartCity360° - Virtual event
Kesto: 2 jouluk. 20204 jouluk. 2020
Konferenssinumero: 6

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