Toward Integrated Large-Scale Environmental Monitoring Using WSN/UAV/Crowdsensing: A Review of Applications, Signal Processing, and Future Perspectives

Fighting Earth’s degradation and safeguarding the environment are subjects of topical interest and sources of hot debate in today’s society. According to the United Nations, there is a compelling need to take immediate actions worldwide and to implement large-scale monitoring policies aimed at count...

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Published inSensors (Basel, Switzerland) Vol. 22; no. 5; p. 1824
Main Author Fascista, Alessio
Format Journal Article
LanguageEnglish
Published Switzerland MDPI AG 25.02.2022
MDPI
Subjects
Air pollution
Climate change
Collaboration
Communication
crowdsensing
Drone aircraft
Earthquakes
Environmental monitoring
Environmental Monitoring - methods
Germany
Humans
Internet of Things
Monitoring systems
Natural resources
pollution monitoring
Review
Sensors
Signal processing
Smartphones
United Kingdom
Unmanned aerial vehicles
unmanned aerial vehicles (UAVs)
Water pollution
Weather
Wireless sensor networks
wireless sensor networks (WSNs)
United Kingdom
Germany
unmanned aerial vehicles (UAVs)
environmental monitoring
signal processing
wireless sensor networks (WSNs)
natural disasters
crowdsensing
pollution monitoring
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Abstract Fighting Earth’s degradation and safeguarding the environment are subjects of topical interest and sources of hot debate in today’s society. According to the United Nations, there is a compelling need to take immediate actions worldwide and to implement large-scale monitoring policies aimed at counteracting the unprecedented levels of air, land, and water pollution. This requires going beyond the legacy technologies currently employed by government authorities and adopting more advanced systems that guarantee a continuous and pervasive monitoring of the environment in all its different aspects. In this paper, we take the research on integrated and large-scale environmental monitoring a step further by providing a comprehensive review that covers transversally all the main applications of wireless sensor networks (WSNs), unmanned aerial vehicles (UAVs), and crowdsensing monitoring technologies. By outlining the available solutions and current limitations, we identify in the cooperation among terrestrial (WSN/crowdsensing) and aerial (UAVs) sensing, coupled with the adoption of advanced signal processing techniques, the major pillars at the basis of future integrated (air, land, and water) and large-scale environmental monitoring systems. This review not only consolidates the progresses achieved in the field of environmental monitoring, but also sheds new lights on potential future research directions and synergies among different research areas.
AbstractList Fighting Earth’s degradation and safeguarding the environment are subjects of topical interest and sources of hot debate in today’s society. According to the United Nations, there is a compelling need to take immediate actions worldwide and to implement large-scale monitoring policies aimed at counteracting the unprecedented levels of air, land, and water pollution. This requires going beyond the legacy technologies currently employed by government authorities and adopting more advanced systems that guarantee a continuous and pervasive monitoring of the environment in all its different aspects. In this paper, we take the research on integrated and large-scale environmental monitoring a step further by providing a comprehensive review that covers transversally all the main applications of wireless sensor networks (WSNs), unmanned aerial vehicles (UAVs), and crowdsensing monitoring technologies. By outlining the available solutions and current limitations, we identify in the cooperation among terrestrial (WSN/crowdsensing) and aerial (UAVs) sensing, coupled with the adoption of advanced signal processing techniques, the major pillars at the basis of future integrated (air, land, and water) and large-scale environmental monitoring systems. This review not only consolidates the progresses achieved in the field of environmental monitoring, but also sheds new lights on potential future research directions and synergies among different research areas.
Fighting Earth's degradation and safeguarding the environment are subjects of topical interest and sources of hot debate in today's society. According to the United Nations, there is a compelling need to take immediate actions worldwide and to implement large-scale monitoring policies aimed at counteracting the unprecedented levels of air, land, and water pollution. This requires going beyond the legacy technologies currently employed by government authorities and adopting more advanced systems that guarantee a continuous and pervasive monitoring of the environment in all its different aspects. In this paper, we take the research on integrated and large-scale environmental monitoring a step further by providing a comprehensive review that covers transversally all the main applications of wireless sensor networks (WSNs), unmanned aerial vehicles (UAVs), and crowdsensing monitoring technologies. By outlining the available solutions and current limitations, we identify in the cooperation among terrestrial (WSN/crowdsensing) and aerial (UAVs) sensing, coupled with the adoption of advanced signal processing techniques, the major pillars at the basis of future integrated (air, land, and water) and large-scale environmental monitoring systems. This review not only consolidates the progresses achieved in the field of environmental monitoring, but also sheds new lights on potential future research directions and synergies among different research areas.Fighting Earth's degradation and safeguarding the environment are subjects of topical interest and sources of hot debate in today's society. According to the United Nations, there is a compelling need to take immediate actions worldwide and to implement large-scale monitoring policies aimed at counteracting the unprecedented levels of air, land, and water pollution. This requires going beyond the legacy technologies currently employed by government authorities and adopting more advanced systems that guarantee a continuous and pervasive monitoring of the environment in all its different aspects. In this paper, we take the research on integrated and large-scale environmental monitoring a step further by providing a comprehensive review that covers transversally all the main applications of wireless sensor networks (WSNs), unmanned aerial vehicles (UAVs), and crowdsensing monitoring technologies. By outlining the available solutions and current limitations, we identify in the cooperation among terrestrial (WSN/crowdsensing) and aerial (UAVs) sensing, coupled with the adoption of advanced signal processing techniques, the major pillars at the basis of future integrated (air, land, and water) and large-scale environmental monitoring systems. This review not only consolidates the progresses achieved in the field of environmental monitoring, but also sheds new lights on potential future research directions and synergies among different research areas.
Audience Academic
Author Fascista, Alessio
AuthorAffiliation Department of Engineering, University of Salento, Via Monteroni, 73100 Lecce, Italy; alessio.fascista@unisalento.it
AuthorAffiliation_xml – name: Department of Engineering, University of Salento, Via Monteroni, 73100 Lecce, Italy; alessio.fascista@unisalento.it
Author_xml – sequence: 1
  givenname: Alessio
  orcidid: 0000-0001-6645-6391
  surname: Fascista
  fullname: Fascista, Alessio
BackLink https://www.ncbi.nlm.nih.gov/pubmed/35270970$$D View this record in MEDLINE/PubMed
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environmental monitoring
signal processing
wireless sensor networks (WSNs)
natural disasters
crowdsensing
pollution monitoring
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SecondaryResourceType review_article
Snippet Fighting Earth’s degradation and safeguarding the environment are subjects of topical interest and sources of hot debate in today’s society. According to the...
Fighting Earth's degradation and safeguarding the environment are subjects of topical interest and sources of hot debate in today's society. According to the...
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pubmedcentral
proquest
gale
pubmed
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SourceType Open Website
Open Access Repository
Aggregation Database
Index Database
Enrichment Source
StartPage 1824
SubjectTerms Air pollution
Climate change
Collaboration
Communication
crowdsensing
Drone aircraft
Earthquakes
Environmental monitoring
Environmental Monitoring - methods
Germany
Humans
Internet of Things
Monitoring systems
Natural resources
pollution monitoring
Review
Sensors
Signal processing
Smartphones
United Kingdom
Unmanned aerial vehicles
unmanned aerial vehicles (UAVs)
Water pollution
Weather
Wireless sensor networks
wireless sensor networks (WSNs)
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Title Toward Integrated Large-Scale Environmental Monitoring Using WSN/UAV/Crowdsensing: A Review of Applications, Signal Processing, and Future Perspectives
URI https://www.ncbi.nlm.nih.gov/pubmed/35270970
https://www.proquest.com/docview/2637807693
https://www.proquest.com/docview/2638712490
https://pubmed.ncbi.nlm.nih.gov/PMC8914857
https://doaj.org/article/119b589fc0604f0981724779d7091983
Volume 22
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