Next Generation of Multi-Agent Driven Smart City Applications and Research Paradigms

被引:6
作者
Arora, Anuja [1 ]
Jain, Arti [1 ]
Yadav, Divakar [2 ]
Hassija, Vikas [3 ]
Chamola, Vinay [4 ]
Sikdar, Biplab [5 ]
机构
[1] Jaypee Inst Informat Technol, Dept Comp Sci & Engn & Informat Technol, Noida 201304, India
[2] Indira Gandhi Natl Open Univ, Sch Comp & Informat Sci, New Delhi, India
[3] Natl Univ Singapore, Sch Comp, Singapore, Singapore
[4] Birla Inst Technol & Sci Pilani, Dept Elect & Elect Engn, Pilani 333031, India
[5] Natl Univ Singapore, Dept Elect & Comp Engn, Singapore, Singapore
来源
IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY | 2023年 / 4卷
关键词
Smart cities; Artificial intelligence; Multi-agent systems; Smart homes; Decision making; Transportation; Programming; Smart city; multi-agent system; smart home; smart governance; smart environment; smart mobility; artificial intelligence; IoT; big data; ACTIVITY RECOGNITION; SOCIAL NETWORKS; SYSTEMS; MODEL; CHALLENGES; INTERNET; THINGS;
D O I
10.1109/OJCOMS.2023.3310528
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Smart cities have seen a growing interest among governments, researchers, and industries. Smart cities use digital technologies to enhance the quality of life for residents while promoting sustainability and efficient resource management. By integrating various technologies such as Information and Communication Technologies (ICT), Artificial Intelligence (AI), and Internet of Things (IoT), smart cities can improve the delivery of public services, optimize transportation systems, reduce energy consumption, and enhance public safety, among other benefits. Smart cities focus on automating different disciplines, including smart environment, smart home, smart economy, smart mobility, and smart governance. As a result, multi-agent driven smart cities have received tremendous attention from the research community for obtaining intelligent solutions to complex problems in different disciplines by subdividing responsibilities into multiple agents and empowering agents through AI. In this regard, it is vital to explore the usage of multi-agent systems in different critical application areas of smart cities. In this paper, a detailed description of the multi-agent process for smart city application areas is provided, along with resources and future research directions. Four different application areas: smart home, smart governance, smart environment, and smart mobility are discussed in detail.
引用
收藏
页码:2104 / 2121
页数:18
相关论文
共 137 条
[1]  
Abraham M, 2020, Arxiv, DOI arXiv:2002.12654
[2]  
Abraham M, 2020, 2020 2ND CONFERENCE ON BLOCKCHAIN RESEARCH & APPLICATIONS FOR INNOVATIVE NETWORKS AND SERVICES (BRAINS), P206, DOI [10.1109/brains49436.2020.9223296, 10.1109/BRAINS49436.2020.9223296]
[3]   Effects of Atmospheric Turbulence on Optical Wireless Communication in NEOM Smart City [J].
Alatawi, Ayshah S. ;
Youssef, Albashir A. ;
Abaza, Mohamed ;
Uddin, Mohammad Ammad ;
Mansour, Ali .
PHOTONICS, 2022, 9 (04)
[4]   ARAS Human Activity Datasets In Multiple Homes with Multiple Residents [J].
Alemdar, Hande ;
Ertan, Halil ;
Incel, Ozlem Durmaz ;
Ersoy, Cem .
PROCEEDINGS OF THE 2013 7TH INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING TECHNOLOGIES FOR HEALTHCARE AND WORKSHOPS (PERVASIVEHEALTH 2013), 2013, :232-235
[5]  
Alghamdi M., Soft Comput.
[6]   Government and governance in intelligent cities, smart transportation study case in Bogota Colombia [J].
Alirio Gonzalez, Ricardo ;
Escobar Ferro, Roberto ;
Liberona, Darioo .
AIN SHAMS ENGINEERING JOURNAL, 2020, 11 (01) :25-34
[7]   Artificial intelligence and multi agent based distributed ledger system for better privacy and security of electronic healthcare records [J].
Alruwaili, Fahad F. .
PEERJ COMPUTER SCIENCE, 2020,
[8]   SIMADL: Simulated Activities of Daily Living Dataset [J].
Alshammari, Talal ;
Alshammari, Nasser ;
Sedky, Mohamed ;
Howard, Chris .
DATA, 2018, 3 (02)
[9]   A multi-agent system for distributed smartphone sensing cycling in smart cities [J].
Anagnostopoulos T. ;
Luo C. ;
Ramson J. ;
Ntalianis K. ;
Kostakos V. ;
Skourlas C. .
Journal of Systems and Information Technology, 2021, 22 (04) :119-134
[10]   A stochastic multi-agent system for Internet of Things-enabled waste management in smart cities [J].
Anagnostopoulos, Theodoros ;
Zaslavsky, Arkady ;
Sosunova, Inna ;
Fedchenkov, Petr ;
Medvedev, Alexey ;
Ntalianis, Klimis ;
Skourlas, Christos ;
Rybin, Andrei ;
Khoruznikov, Sergei .
WASTE MANAGEMENT & RESEARCH, 2018, 36 (11) :1113-1121