Application of distributed and decentralized technologies in the management of intelligent transport systems

Luba Eremina , Anton Mamoiko , Guo Aohua

Intelligence & Robotics ›› 2023, Vol. 3 ›› Issue (2) : 148 -60.

PDF
Intelligence & Robotics ›› 2023, Vol. 3 ›› Issue (2) :148 -60. DOI: 10.20517/ir.2023.09
Research Article

Application of distributed and decentralized technologies in the management of intelligent transport systems

Author information +
History +
PDF

Abstract

Shifting focus from the field of distributed and decentralized technologies in the management of intelligent transportation systems (ITS), we now delve into the specific application of blockchain in transportation management. Blockchain is a fundamental component of distributed and decentralized technologies. The research paper discusses the utilization of blockchain technology in managing transportation systems through multi-agent systems. Specifically, the use of blockchain technology is examined in the context of the quick road system (QRS) in ITS to provide a service for obtaining a special fare status. This service aims to establish a decentralized network that facilitates real-time road lane sharing. The study indicates that depending on traffic situations, drivers can share their lane space with other vehicles traveling on the same route by exchanging incentives via blockchain with other private car owners, thereby allowing for faster travel for individuals in a hurry or those requiring priority access to fast lanes. The paper also addresses the increasing number of connected devices in ITS due to the development of the internet of things (IoT) technology. It highlights the importance of efficiently utilizing large datasets and identifies the internet of vehicles (IoV) as a crucial area of integration for existing IoT technologies to address smart traffic within multi-agent systems.

Keywords

Traffic / blockchain / intelligent transport systems / Internet of Things / smart contracting / end-to-end technologies / digitalization

Cite this article

Download citation ▾
Luba Eremina, Anton Mamoiko, Guo Aohua. Application of distributed and decentralized technologies in the management of intelligent transport systems. Intelligence & Robotics, 2023, 3(2): 148-60 DOI:10.20517/ir.2023.09

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

Wei D,Shojafar M,Xi N.Privacy-aware multiagent deep reinforcement learning for task offloading in VANET.IEEE Trans Intell Transport Syst2022;1-15

[2]

Cheng H,Alazab M,Liu Y.PPVF: privacy-preserving protocol for vehicle feedback in cloud-assisted VANET.IEEE Trans Intell Transport Syst2022;23:9391-403

[3]

Zhou Z,Alazab M,Li F.AFED-EF: an energy-efficient VM allocation algorithm for IoT applications in a cloud data center.IEEE Trans on Green Commun Netw2021;5:658-69

[4]

Eremina L,Bingzhang L,Murgul V.Use of blockchain technology in planning and management of transport systems.E3S Web Conf2020;157:04014

[5]

Zhang J,Wang K,Xu X.Data-driven intelligent transportation systems: a survey.IEEE Trans Intell Transport Syst2011;12:1624-39

[6]

Wang F.Parallel control and management for intelligent transportation systems: concepts, architectures, and applications.IEEE Trans Intell Transport Syst2010;11:630-8

[7]

Li L,Li Z,Scherer WT.A bibliographic analysis of the IEEE transactions on intelligent transportation systems literature.IEEE Trans Intell Transport Syst2010;11:251-5

[8]

Swan M. Blockchain: blueprint for a new economy. O’Reilly Media; Inc., 2015.

[9]

Antonopoulos AM. Mastering bitcoin. O’Reilly Media; Inc., 2014.

[10]

Yuan Y.Blockchain: the state of the art and future trends.cta Automatica Sinica2016;42:481-94

[11]

Kong Q,Yan B,Zhu F.Developing parallel control and management for urban traffic systems.IEEE Intell Syst2013;28:66-9

[12]

Wang FY.Parallel system methods for management and control of complex systems. Control and Decision 2004;19:485-9. (in Chinese).

[13]

Wang FY,Zhang SY. A complex system approach for studying sustainable and integrated development of metropolitan transportation, logistics and ecosystems. Complex Systems and Complexity Science 2004;1:60-9. Available from: http://en.cnki.com.cn/Article_en/CJFDTOTAL-FZXT200402008.htm [Last accessed on 23 May 2023]

[14]

S. Nakamoto. Bitcoin: a peer-to-peer electronic cash system. Available from: http://bitcoin.org/bitcoin.pdf [Last accessed on 23 May 2023]

[15]

Ferrag MA,Mukherjee M.Blockchain technologies for the internet of things: research issues and challenges.IEEE Internet of Things Journal2019;6:2188-204

[16]

Lakshman TV.Efficient decentralized consensus protocols.IIEEE Trans Software Eng1986;SE-12:600-7

[17]

Kitahara F,Bekki K.Autonomous decentralized traffic management system. In: Proceedings of International Workshop on Autonomous Decentralized Systems, 2000 Sep 87-91.

[18]

Mori K.Autonomous decentralized systems technologies and their application to a train transport operation system. In: Winter VL, Bhattacharya S, editors. High integrity software. Boston: Springer US; 2001. pp. 89-111.

[19]

Wen D,Li X.Artificial societies, computational experiments, and parallel systems: an investigation on a computational theory for complex socioeconomic systems.IEEE Trans Serv Comput2013;6:177-85

[20]

Lv YS, OU Y, Tang SM, Zhu FH, Zhao HX. Computational experiements of evaluating road network traffic conditions based on artificial transportation systems. Journal of Jilin University 2000;39:87-90. Available from: http://qikan.cqvip.com/Qikan/Article/Detail?id=1003866541 [Last accessed on 23 May 2023] (in chinese)

[21]

Kim HM.Toward an ontology-driven blockchain design for supply-chain provenance.Intell Syst Account Financ Manag2018;25:18-27

[22]

Crosby M, Pattanayak P, Verma S, Kalyanaraman V. Blockchain technology: beyond bitcoin. Appl Innov 2016;2:6-10. Available from: https://scet.berkeley.edu/wp-content/uploads/AIR-2016-Blockchain.pdf [Last accessed on 31 May 2023]

[23]

Morley HR. Industry skeptical of pace of logistics tech sdoption. JOC: New York, NY, USA, 2017.Available from: https://www.joc.com/article/industry-skeptical-pace-logistics-tech-adoption_20170620.html [Last accessed on 31 May 2023]

[24]

Lehmacher W. Why blockchain should be global trade’s next port of call. World Economic Forum: Geneva, Switzerland, 2017.Available from: https://www.weforum.org/agenda/2017/05/blockchain-ports-global-trades/ [Last accessed on 31 May 2023]

[25]

Yang C.Revisiting the resource-based view on logistics performance in the shipping industry.IJPDLM2017;47:884-905

[26]

Sun L,Chen X.RC-chain: reputation-based crowdsourcing blockchain for vehicular networks.J Netw Comput Appl2021;176:102956

AI Summary AI Mindmap
PDF

106

Accesses

0

Citation

Detail

Sections
Recommended

AI思维导图

/