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The sensable city : A survey on the deployment and management for smart city monitoring

Du, Rong, 1989- (author)
KTH,Nätverk och systemteknik
Santi, Paolo (author)
MIT Senseable City Laboratory, Cambridge, MA 02139 USA and also with the Istituto di Informatica e Telematica del CNR, 56124 Pisa, Italy,Department of Urban Studies and Planning, MIT Senseable City Laboratory, Cambridge, MA, USA
Xiao, Ming, 1975- (author)
KTH,Teknisk informationsvetenskap
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Vasilakos, Athanasios (author)
Luleå tekniska universitet,Datavetenskap,Department of Computer Science, Electrical and Space Engineering, Luleå University of Technology, Luleå, Sweden
Fischione, Carlo (author)
KTH,Nätverk och systemteknik
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 (creator_code:org_t)
IEEE, 2019
2019
English.
In: IEEE Communications Surveys and Tutorials. - : IEEE. - 1553-877X. ; 21:2, s. 1533-1560
  • Journal article (peer-reviewed)
Abstract Subject headings
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  • In last two decades, various monitoring systems have been designed and deployed in urban environments, toward the realization of the so called smart cities. Such systems are based on both dedicated sensor nodes, and ubiquitous but not dedicated devices such as smart phones and vehicles’ sensors. When we design sensor network monitoring systems for smart cities, we have two essential problems: node deployment and sensing management. These design problems are challenging, due to large urban areas to monitor, constrained locations for deployments, and heterogeneous type of sensing devices. There is a vast body of literature from different disciplines that have addressed these challenges. However, we do not have yet a comprehensive understanding and sound design guidelines. This article addresses such a research gap and provides an overview of the theoretical problems we face, and what possible approaches we may use to solve these problems. Specifically, this paper focuses on the problems on both the deployment of the devices (which is the system design/configuration part) and the sensing management of the devices (which is the system running part). We also discuss how to choose the existing algorithms in different type of monitoring applications in smart cities, such as structural health monitoring, water pipeline networks, traffic monitoring. We finally discuss future research opportunities and open challenges for smart city monitoring.

Subject headings

NATURVETENSKAP  -- Data- och informationsvetenskap -- Medieteknik (hsv//swe)
NATURAL SCIENCES  -- Computer and Information Sciences -- Media and Communication Technology (hsv//eng)
TEKNIK OCH TEKNOLOGIER  -- Elektroteknik och elektronik (hsv//swe)
ENGINEERING AND TECHNOLOGY  -- Electrical Engineering, Electronic Engineering, Information Engineering (hsv//eng)

Keyword

Smart city
wireless sensor network (WSN)
Internet of Things (IoT)
resource allocation
node deployment
crowd sensing
pervasive sensing
Pervasive Mobile Computing
Distribuerade datorsystem

Publication and Content Type

ref (subject category)
art (subject category)

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