Referenced Blockchain Approach for Road Traffic Monitoring in a Smart City using Internet of Drones

被引:3
|
作者
Singh, Maninder Pal [1 ]
Singh, Amritpal [2 ]
Aujla, Gagangeet Singh [3 ]
Bali, Rasmeet Singh [1 ]
Jindal, Anish [3 ]
机构
[1] Chandigarh Univ, Comp Sci & Engn Dept, Ajitgarh, Punjab, India
[2] Chitkara Univ, Inst Engn & Technol, Rajpura, Punjab, India
[3] Univ Durham, Dept Comp Sci, Durham, England
关键词
Blockchain; Internet of Drones; Software-defined Networking; Traffic Monitoring;
D O I
10.1109/ICC45855.2022.9838264
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
The global escalation in the road traffic density alleviates the harmful emissions and fuel bills due to congestion and misaligned traffic control. The conventional traffic monitoring schemes (camera or sensor-based) are not able to cover every nook and corner and thus miss various vital traffic parameters that can otherwise be very useful for traffic density and pattern analysis. Internet of Drones (IoD) has been widely adopted to resolve various related challenges and has strong potential in traffic monitoring even in the areas where scarcity of fixed infrastructure is witnessed. Thus, in this paper, we have proposed an IoD-based traffic monitoring system to avoid the congestion on the roads within the available infrastructure. Moreover, to deal with the dynamic network typologies, an software-defined networking (SDN)-based centralized controller is configured to generate the flow rules for end to end data transmission. However, the drones communicate with each other through an open channel (now controlled through a programmable SDN architecture). Thus, the integrity of data collected by drones must be protected through a robust security mechanism. So, we have adopted a blockchain technology to secure the proposed system against unauthorised access and maintain data integrity. However, maintaining the entire blockchain on the drones can lead to several resource bottlenecks. Thus, we have used a referenced blockchain architecture that decouples the data from the blockchain part and stores it in the off-chain. The proposed scheme has been validated using simulated environments that validates its the superiority in contrast to the existing variants.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] SCBC: Smart city monitoring with blockchain using Internet of Things for and neuro fuzzy procedures
    Selvarajan, Shitharth
    Manoharan, Hariprasath
    Iwendi, Celestine
    Al-Shehari, Taher
    Al-Razgan, Muna
    Alfakih, Taha
    [J]. MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2023, 20 (12) : 20828 - 20851
  • [2] Road traffic noise monitoring in a Smart City: Sensor and Model-Based approach
    Pascale, Antonio
    Guarnaccia, Claudio
    Macedo, Eloisa
    Fernandes, Paulo
    Miranda, Ana I.
    Sargento, Susana
    Coelho, Margarida C.
    [J]. TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT, 2023, 125
  • [3] Securing Collaborative Environment Monitoring in Smart Cities Using Blockchain Enabled Software-Defined Internet of Drones
    Liao, Siyi
    Wu, Jun
    Li, Jianhua
    Bashir, Ali Kashif
    Yang, Wu
    [J]. IEEE Internet of Things Magazine, 2021, 4 (01): : 12 - 18
  • [4] Mitigating and Monitoring Smart City Using Internet of Things
    Jha, Sudan
    Nkenyereye, Lewis
    Joshi, Gyanendra Prasad
    Yang, Eunmok
    [J]. CMC-COMPUTERS MATERIALS & CONTINUA, 2020, 65 (02): : 1059 - 1079
  • [5] A Multi-Agent System for Monitoring and Regulating Road Traffic in a Smart City
    Arbi, Zied
    Driss, Olfa Belkahla
    Sbai, Mohamed Karim
    [J]. 2017 INTERNATIONAL CONFERENCE ON SMART, MONITORED AND CONTROLLED CITIES (SM2C), 2017, : 17 - 22
  • [6] A Social Internet of Things Smart City Solution for Traffic and Pollution Monitoring in Cagliari
    Fadda, Mauro
    Anedda, Matteo
    Girau, Roberto
    Pau, Giovanni
    Giusto, Daniele D.
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2023, 10 (03) : 2373 - 2390
  • [7] Smart City: Road Traffic Evaluation Based on Traffic Flow Model
    Wang, Hui
    Cao, Jie
    Xin, Fengmei
    Xu, Lili
    Li, Xin
    [J]. INTERNATIONAL CONFERENCE ON INTELLIGENT TRAFFIC SYSTEMS AND SMART CITY (ITSSC 2021), 2022, 12165
  • [8] Traffic Surveillance for Smart City in Internet of Things Environment
    Choksi, Meghavi
    Zaveri, Mukesh A.
    Anand, Srusty
    [J]. INTELLIGENT SYSTEMS AND APPLICATIONS, INTELLISYS, VOL 2, 2019, 869 : 189 - 204
  • [9] Using Blockchain in the Internet of Things Coordination A Smart Contract-based Approach
    Belkeziz, Radia
    Jarir, Zahi
    [J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2021, 12 (08) : 661 - 669
  • [10] Autonomous Flight Trajectory Control System for Drones in Smart City Traffic Management
    Nguyen, Dinh Dung
    Rohacs, Jozsef
    Rohacs, Daniel
    [J]. ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2021, 10 (05)