Mobile Crowdsourcing in Smart Cities: Technologies, Applications, and Future Challenges

被引:88
|
作者
Kong, Xiangjie [1 ]
Liu, Xiaoteng [1 ]
Jedari, Behrouz [2 ]
Li, Menglin [1 ]
Wan, Liangtian [1 ]
Xia, Feng [1 ]
机构
[1] Dalian Univ Technol, Sch Software, Key Lab Ubiquitous Network & Serv Software Liaoni, Dalian 116620, Peoples R China
[2] Aalto Univ, Dept Comp Sci, Espoo 02150, Finland
来源
IEEE INTERNET OF THINGS JOURNAL | 2019年 / 6卷 / 05期
关键词
Cooperative computing; incentive mechanisms; Internet of Things (IoT); mobile crowdsourcing (MCS); mobility; resource sharing; smart cities; task scheduling; INCENTIVE MECHANISM; BIG DATA; INTERNET; SERVICE; OPPORTUNITIES; MANAGEMENT; NETWORKS; SECURITY; QUALITY; PRIVACY;
D O I
10.1109/JIOT.2019.2921879
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Local administrations and governments aim at leveraging wireless communications and Internet of Things (IoT) technologies to manage the city infrastructures and enhance the public services in an efficient and sustainable manner. Furthermore, they strive to adopt smart and cost-effective mobile applications to deal with major urbanization problems, such as natural disasters, pollution, and traffic congestion. Mobile crowdsourcing (MCS) is known as a key emerging paradigm for enabling smart cities, which integrates the wisdom of dynamic crowds with mobile devices to provide decentralized ubiquitous services and applications. Using MCS solutions, residents (i.e., mobile carriers) play the role of active workers who generate a wealth of crowdsourced data to significantly promote the development of smart cities. In this paper, we present an overview of state-of-the-art technologies and applications of MCS in smart cities. First, we provide an overview of MCS in smart cities and highlight its major characteristics. Second, we introduce the general architecture of MCS and its enabling technologies. Third, we study novel applications of MCS in smart cities. Finally, we discuss several open problems and future research challenges in the context of MCS in smart cities.
引用
收藏
页码:8095 / 8113
页数:19
相关论文
共 50 条
  • [1] Future smart cities requirements, emerging technologies, applications, challenges, and future aspects
    Javed, Abdul Rehman
    Shahzad, Faisal
    Rehman, Saif Ur
    Bin Zikria, Yousaf
    Razzak, Imran
    Jalil, Zunera
    Xu, Guandong
    CITIES, 2022, 129
  • [2] IoT in Smart Cities: A Survey of Technologies, Practices and Challenges
    Syed, Abbas Shah
    Sierra-Sosa, Daniel
    Kumar, Anup
    Elmaghraby, Adel
    SMART CITIES, 2021, 4 (02): : 429 - 475
  • [3] Smart cities survey: Technologies, application domains and challenges for the cities of the future
    Sanchez-Corcuera, Ruben
    Nunez-Marcos, Adrian
    Sesma-Solance, Jesus
    Bilbao-Jayo, Aritz
    Mulero, Ruben
    Zulaika, Unai
    Azkune, Gorka
    Almeida, Aitor
    INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2019, 15 (06)
  • [4] Security and privacy issues in smart cities/industries: technologies, applications, and challenges
    Rao, P. Muralidhara
    Deebak, B. D.
    JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2022, 14 (8) : 10517 - 10553
  • [5] Security and privacy issues in smart cities/industries: technologies, applications, and challenges
    P. Muralidhara Rao
    B. D. Deebak
    Journal of Ambient Intelligence and Humanized Computing, 2023, 14 : 10517 - 10553
  • [6] Metaverse applications in smart cities: Enabling technologies, opportunities, challenges, and future directions
    Yaqoob, Ibrar
    Salah, Khaled
    Jayaraman, Raja
    Omar, Mohammed
    INTERNET OF THINGS, 2023, 23
  • [7] Mobile crowdsourcing App for smart cities
    Barroso, Bruno L. K.
    de Oliveira, Rodolfo R.
    Macedo, Hendrik T.
    2016 8TH EURO AMERICAN CONFERENCE ON TELEMATICS AND INFORMATION SYSTEMS (EATIS), 2016,
  • [8] Deployment of IoV for Smart Cities: Applications, Architecture, and Challenges
    Ang, Li-Minn
    Seng, Kah Phooi
    Ijemaru, Gerald K.
    Zungeru, Adamu Murtala
    IEEE ACCESS, 2019, 7 : 6473 - 6492
  • [9] Smart Cities of the Future as Cyber Physical Systems: Challenges and Enabling Technologies
    Puliafito, Antonio
    Tricomi, Giuseppe
    Zafeiropoulos, Anastasios
    Papavassiliou, Symeon
    SENSORS, 2021, 21 (10)
  • [10] Cyber-Physical Systems Enabled Transport Networks in Smart Cities: Challenges and Enabling Technologies of the New Mobility Era
    Pundir, Amit
    Singh, Sanjeev
    Kumar, Manish
    Bafila, Anil
    Saxena, Geetika J.
    IEEE ACCESS, 2022, 10 : 16350 - 16364