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Decentralized Mechanism for Hiring the Smart Autonomous Vehicles Using Blockchain

  • Zain Abubaker
  • Muhammad Usman Gurmani
  • Tanzeela Sultana
  • Shahzad Rizwan
  • Muhammad Azeem
  • Muhammad Zohaib Iftikhar
  • Nadeem JavaidEmail author
Conference paper
Part of the Lecture Notes in Networks and Systems book series (LNNS, volume 97)

Abstract

Nowadays, technologies like Autonomous Vehicles (AVs) are influencing the ways of our traveling. This paper inspects closely the development of a decentralized blockchain-based mechanism for providing secure, reliable and real-time availability of AVs for the customers who want to do the ride. The AVs have many advanced control systems and sensors to detect a number of hurdles (unsafe design of vehicles, negligence of civilians, etc.) in the environment. Blockchain is a decentralized temper proof business protocol used to facilitate the users with transparent, reliable, secure and cost-effective solutions. The consensus mechanisms are used in blockchain for validation purposes. This paper uses the Proof of Work consensus algorithm for the validation of Demand Response (DR) events. It provides the mechanism for real-time monitoring and real-time supervision to the ride of the end-user. Furthermore, it briefly specifies that the AVs working with blockchain mechanisms provides real-time traffic information to the end-user. The blockchain-based mechanism provides secure services to the end-user. It also provides the mechanism of Peer to Peer (P2P) car-sharing that removes the need for any bank or any reliable authority. The proposed system is proved in the Ethereum environment by DR events in the network. The simulations portray that our system is much cost-effective, efficient and reliable to meet the demands of customers.

Keywords

Blockchain technology Autonomous Vehicles Mobility Services 

References

  1. 1.
    Sharma, P.K., Moon, S.Y., Park, J.H.: Block-VN: a distributed blockchain based vehicular network architecture in smart City. JIPS 13(1), 184–195 (2017)Google Scholar
  2. 2.
    Fagnant, D.J., Kockelman, K.: Preparing a nation for autonomous vehicles: opportunities, barriers and policy recommendations. Transp. Res. Part A: Policy Pract. 77, 167–181 (2015)Google Scholar
  3. 3.
    Burns, L., Jordan, W., Scarborough, B.: Transforming Personal Mobility. The Earth Institute, Columbia University, New York (2013, accepted)Google Scholar
  4. 4.
    Howard, D., Dai, D.: Public perceptions of self-driving cars: the case of Berkeley, California. In: Transportation Research Board 93rd Annual Meeting, vol. 14, no. 4502, pp. 1–16 (2014)Google Scholar
  5. 5.
    Anderson, J.M., Nidhi, K., Stanley, K.D., Sorensen, P., Samaras, C., Oluwatola, O.A.: Autonomous vehicle technology: a guide for policymakers. Rand Corporation (2014, accepted)Google Scholar
  6. 6.
    Nakamoto, S.: Bitcoin: A peer-to-peer electronic cash system (2008, accepted)Google Scholar
  7. 7.
    Kpmg, C., et al.: Self-driving Cars: The Next Revolution. Kpmg, Seattle (2012, accepted)Google Scholar
  8. 8.
    Iqbal, R., Butt, T.A., Afzaal, M., Salah, K.: Trust management in social Internet of vehicles: factors, challenges, blockchain, and fog solutions. Int. J. Distrib. Sens. Netw. 15(1), 1550147719825820 (2019)CrossRefGoogle Scholar
  9. 9.
    García-Magariño, I., Lacuesta, R., Rajarajan, M., Lloret, J.: Security in networks of unmanned aerial vehicles for surveillance with an agent-based approach inspired by the principles of blockchain. Ad Hoc Netw. 86, 72–82 (2019)CrossRefGoogle Scholar
  10. 10.
    Peng, Z., Gao, S., Li, Z., Xiao, B., Qian, Y.: Vehicle safety improvement through deep learning and mobile sensing. IEEE Netw. 32(4), 28–33 (2018)CrossRefGoogle Scholar
  11. 11.
    Sharma, V.: An energy-efficient transaction model for the blockchain-enabled internet of vehicles (IoV). IEEE Commun. Lett. 23(2), 246–249 (2018)CrossRefGoogle Scholar
  12. 12.
    Kang, J., Yu, R., Huang, X., Wu, M., Maharjan, S., Xie, S., Zhang, Y.: Blockchain for secure and efficient data sharing in vehicular edge computing and networks. IEEE Internet Things J. 5, 1389–1399 (2018)Google Scholar
  13. 13.
    Rahmadika, S., Ramdania, D.R., Harika, M.: Security analysis on the decentralized energy trading system using blockchain technology. Jurnal Online Informatika 3(1), 44–47 (2018) CrossRefGoogle Scholar
  14. 14.
    Xu, Y., Wang, G., Yang, J., Ren, J., Zhang, Y., Zhang, C.: Towards secure network computing services for lightweight clients using blockchain. In: Wireless Communications and Mobile Computing (2018, accepted)Google Scholar
  15. 15.
    Lin, J., Shen, Z., Miao, C., Liu, S.: Using blockchain to build trusted LoRaWAN sharing server. Int. J. Crowd Sci. 1(3), 270–280 (2017)CrossRefGoogle Scholar
  16. 16.
    Lin, D., Tang, Y.: Blockchain consensus based user access strategies in D2D networks for data-intensive applications. IEEE Access 6, 72683–72690 (2018)CrossRefGoogle Scholar
  17. 17.
    Zhang, Y., Wen, J.: The IoT electric business model: using blockchain technology for the internet of things. Peer-to-Peer Netw. Appl. 10(4), 983–994 (2017)CrossRefGoogle Scholar
  18. 18.
    Xu, C., Wang, K., Li, P., Guo, S., Luo, J., Ye, B., Guo, M.: Making big data open in edges: a resource-efficient blockchain-based approach. IEEE Trans. Parallel Distrib. Syst. 30(4), 870–882 (2018)CrossRefGoogle Scholar
  19. 19.
    Novo, O.: Scalable access management in IoT using blockchain: a performance evaluation. IEEE Internet Things J. (2018, accepted)Google Scholar
  20. 20.
    Jiang, T., Fang, H., Wang, H.: Blockchain-based internet of vehicles: distributed network architecture and performance analysis. IEEE Internet Things J. 5, 4100–4108 (2018)Google Scholar
  21. 21.
    Singh, M., Kim, S.: Branch based blockchain technology in intelligent vehicle. Comput. Netw. 145, 219–231 (2018)CrossRefGoogle Scholar
  22. 22.
    Yang, Z., Yang, K., Lei, L., Zheng, K., Leung, V.C.M.: Blockchain-based decentralized trust management in vehicular networks. IEEE Internet Things J. 6(2), 1495–1505 (2018) CrossRefGoogle Scholar
  23. 23.
    Dai, M., Zhang, S., Wang, H., Jin, S.: A low storage room requirement framework for distributed ledger in blockchain. IEEE Access 6, 22970–22975 (2018)CrossRefGoogle Scholar
  24. 24.
    Zhang, G., Li, T., Li, Y., Hui, P., Jin, D.: Blockchain-based data sharing system for AI-powered network operations. J. Commun. Inf. Netw. 3(3), 1–8 (2018)CrossRefGoogle Scholar
  25. 25.
    Samuel, O., Nadeem Javaid, M.A., Ahmed, Z., Imran, M., Guizani, M.: A blockchain model for fair data sharing in deregulated smart grids. In: IEEE Global Communications Conference (GLOBCOM 2019) (2019)Google Scholar
  26. 26.
    Rehman, M., Javaid, N., Awais, M., Imran, M., Naseer, N.: Cloud based secure service providing for IoTs using blockchain. In: IEEE Global Communications Conference (GLOBCOM 2019) (2019)Google Scholar
  27. 27.
    Mateen, A., Javaid, N., Iqbal, S.: Towards energy efficient routing in blockchain based underwater WSNs via recovering the void holes. MS thesis, COMSATS University Islamabad (CUI), Islamabad 44000, Pakistan, July 2019Google Scholar
  28. 28.
    Naz, M., Javaid, N., Iqbal, S.: Research based data rights management using blockchain over ethereum network. MS thesis, COMSATS University Islamabad (CUI), Islamabad 44000, Pakistan, July 2019Google Scholar
  29. 29.
    Javaid, A., Javaid, N., Imran, M.: Ensuring analyzing and monetization of data using data science and blockchain in loT devices. MS thesis, COMSATS University Islamabad (CUI), Islamabad 44000, Pakistan, July 2019Google Scholar
  30. 30.
    Syeda, H., Kazmi, Z., Javaid, N., Imran, M.: Towards energy efficiency and trustfulness in complex networks using data science techniques and blockchain. MS thesis, COMSATS University Islamabad (CUI), Islamabad 44000, Pakistan, July 2019Google Scholar
  31. 31.
    Zahid, M., Javaid, N., Rasheed, M.B.: Balancing electricity demand and supply in smart grids using blockchain. MS thesis, COMSATS University Islamabad (CUI), Islamabad 44000, Pakistan, July 2019Google Scholar
  32. 32.
    Noshad, Z., Javaid, N., Imran, M.: Analyzing and securing data using data science and blockchain in smart networks. MS thesis, COMSATS University Islamabad (CUI), Islamabad 44000, Pakistan, July 2019Google Scholar
  33. 33.
    Ali, I., Javaid, N., Iqbal, S.: An incentive mechanism for secure service provisioning for lightweight clients based on blockchain. MS thesis, COMSATS University Islamabad (CUI), Islamabad 44000, Pakistan, July 2019Google Scholar
  34. 34.
    ul Hussen Khan, R.J., Javaid, N., Iqbal, S.: Blockchain based node recovery scheme for wireless sensor networks. MS thesis, COMSATS University Islamabad (CUI), Islamabad 44000, Pakistan, July 2019Google Scholar

Copyright information

© Springer Nature Switzerland AG 2020

Authors and Affiliations

  • Zain Abubaker
    • 1
  • Muhammad Usman Gurmani
    • 1
  • Tanzeela Sultana
    • 1
  • Shahzad Rizwan
    • 2
  • Muhammad Azeem
    • 1
  • Muhammad Zohaib Iftikhar
    • 1
  • Nadeem Javaid
    • 1
    Email author
  1. 1.Department of Computer ScienceCOMSATS University IslamabadIslamabadPakistan
  2. 2.Department of Computer ScienceCOMSATS University Islamabad, Attock CampusAttockPakistan

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