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Architecture and Proof of Concept Design for Community Marketplace Using Blockchain Technology and Fuzzy Intelligence

Sai Shibu Narayanan Babu(1*), Balamurugan Sukumar(2)

(1) Center for Wireless Networks & Applications (WNA), Amrita Vishwa Vidyapeetham, India
(2) Department of Electrical and Electronics Engineering, Amrita School of Engineering, India
(*) Corresponding author


DOI: https://doi.org/10.15866/irecap.v12i1.21514

Abstract


In a traditional marketplace, a centralized system determines the price of each commodity. However, here is the caveat, this system can introduce monopoly and face a single point of failure. In a decentralized marketplace, members can decide the pricing based on consensus by considering the quality, delivery time, or the current demand for the said product in the market. Blockchain technology is a secure, decentralized, and distributed ledger used to manage transactions. The immutable ledger stores the encrypted transaction details. This paper proposes an architecture for a blockchain-enabled community marketplace featuring dynamic pricing. This paper also discusses the blockchain-powered kiosk platform embedded with sensors to identify the quality and quantity of the commodities. A fuzzy logic-based smart contract is developed to monitor these parameters and decide on the pricing of the products sold through the kiosk. A customer can view the price in real-time through a mobile application or the kiosk's user interface. The system processes a transaction only after the customer accepts the proposed price. The IOTA decentralized distributed ledger platform will retain the customer information, sensor data, dynamic pricing from the fuzzy logic system, and the transaction details. This paper discusses the following: system architecture of the marketplace platform, the network configuration of the test network, fuzzy logic-based dynamic pricing algorithms, and the mobile application developed for end-users to perform the transactions on the platform.
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Keywords


Blockchain Technology; Network Architecture; Peer to Peer Utility Trading; Raspberry Pi; Smart Community; Internet of Things; IOTA

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References


Kim, Soyoung & Lee, Yuri. (2006). Global online marketplace: A cross-cultural comparison of website quality. International Journal of Consumer Studies. 30. 533 - 543.
https://doi.org/10.1111/j.1470-6431.2006.00522.x

Ghosh, E., Das, B. (2020). A Study on the Issue of Blockchain's Energy Consumption. In: Chakraborty, M., Chakrabarti, S., Balas, V. (eds) Proceedings of International Ethical Hacking Conference 2019. eHaCON 2019. Advances in Intelligent Systems and Computing, vol 1065. Springer, Singapore.

O. Lamtzidis and J. Gialelis, An IOTA Based Distributed Sensor Node System, 2018 IEEE Globecom Workshops (GC Wkshps), 2018, pp. 1-6.
https://doi.org/10.1109/GLOCOMW.2018.8644153

Bani Yassein, M., Altiti, O., Performance Evaluation of the Objective Functions for Digital Media in Internet of Things (IoT), (2020) International Journal on Communications Antenna and Propagation (IRECAP), 10 (5), pp. 345-352.
https://doi.org/10.15866/irecap.v10i5.19553

H. Yao, T. Mai, J. Wang, Z. Ji, C. Jiang and Y. Qian, Resource Trading in Blockchain-Based Industrial Internet of Things, in IEEE Transactions on Industrial Informatics, vol. 15, no. 6, pp. 3602-3609, June 2019.
https://doi.org/10.1109/TII.2019.2902563

N. Teslya and I. Ryabchikov, Blockchain-Based Platform Architecture for Industrial IoT, 2017 21st Conference of Open Innovations Association (FRUCT), 2017, pp. 321-329.
https://doi.org/10.23919/FRUCT.2017.8250199

Jianchao Hou, Che Wang, Sai Luo, How to improve the competitiveness of distributed energy resources in China with blockchain technology, Technological Forecasting and Social Change, Volume 151, 2020, 119744, ISSN 0040-1625.
https://doi.org/10.1016/j.techfore.2019.119744

Yiyan Chen, Ye Li, Cunjin Li, Electronic agriculture, blockchain and digital agricultural democratization: Origin, theory and application, Journal of Cleaner Production, Volume 268, 2020, 122071, ISSN 0959-6526.
https://doi.org/10.1016/j.jclepro.2020.122071

B. Bordel, D. Martin, R. Alcarria and T. Robles, A Blockchain-based Water Control System for the Automatic Management of Irrigation Communities, 2019 IEEE International Conference on Consumer Electronics (ICCE), 2019, pp. 1-2.
https://doi.org/10.1109/ICCE.2019.8661940

Balamurugan, S., Shanthini, B. M., Lekshmi, R. R., & Chandrakala, K. V. (2014). Fuzzy based tariff. Journal of Electrical Systems, 10(4), 465-471.

M. Safdar Munir, Imran Sarwar Bajwa, Sehrish Munawar Cheema, An intelligent and secure smart watering system using fuzzy logic and blockchain, Computers & Electrical Engineering, Volume 77, 2019, Pages 109-119, ISSN 0045-7906.
https://doi.org/10.1016/j.compeleceng.2019.05.006

Zhalnin, V., Zakharova, A., Uzenkov, D., Vlasov, A., Krivoshein, A., Filin, S., Configuration-Making Algorithm for the Smart Machine Controller Based on the Internet of Things Concept, (2019) International Review of Electrical Engineering (IREE), 14 (5), pp. 375-384.
https://doi.org/10.15866/iree.v14i5.16923

Chengyu Hu, Dijun Tian and Xuesong Yan, Research on the placement of water quality sensor in water distribution systems, Proceeding of the 11th World Congress on Intelligent Control and Automation, 2014, pp. 3584-3587.
https://doi.org/10.1109/WCICA.2014.7053312

A. Aziz, Coastal alerting IoT system in response to high tides and turbulent weather, 2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), 2019, pp. 1-7.
https://doi.org/10.1109/ICCCNT45670.2019.8944838

Nakamoto, Satoshi. Bitcoin: A peer-to-peer electronic cash system. Decentralized Business Review (2008): 21260.

Zibin Zheng, Shaoan Xie, Hong-Ning Dai, Weili Chen, Xiangping Chen, Jian Weng, Muhammad Imran, An overview on smart contracts: Challenges, advances and platforms, Future Generation Computer Systems, Volume 105, 2020, Pages 475-491, ISSN 0167-739X.
https://doi.org/10.1016/j.future.2019.12.019

Khan, Mohammad & Quasim, Mohammad & Algarni, Fahad & Alharthi, Abdullah. Decentralised Internet of Things A Blockchain Perspective: A Blockchain Perspective (Springer, Cham, 2020).
https://doi.org/10.1007/978-3-030-38677-1

Xu Wang, Xuan Zha, Wei Ni, Ren Ping Liu, Y. Jay Guo, Xinxin Niu, Kangfeng Zheng, Survey on blockchain for Internet of Things, Computer Communications, Volume 136, 2019, Pages 10-29, ISSN 0140-3664.
https://doi.org/10.1016/j.comcom.2019.01.006

Xu Wu, Junbin Liang, A blockchain-based trust management method for Internet of Things, Pervasive and Mobile Computing, Volume 72, 2021, 101330, ISSN 1574-1192.
https://doi.org/10.1016/j.pmcj.2021.101330

N B Sai Shibu, S Balamurugan, D Arjun, and A Nidhin Mahesh. 2019. Decentralized Power System And Future Mobility: The Use Cases Of Community Driven Electric Vehicle Charging Infrastructure. In Proceedings of the 1st ACM International Workshop on Technology Enablers and Innovative Applications for Smart Cities and Communities (TESCA'19). Association for Computing Machinery, New York, NY, USA, 50-53. ISBN: 9781450370158.
https://doi.org/10.1145/3364544.3364829

J. Mayeur, Blockchain and Payments, B.S. dissertation, Industrial Science and Technology, VIVES University of Applied Sciences, West Flanders, Belgium.

M. Essaid, H. W. Kim, W. Guil Park, K. Y. Lee, S. Jin Park and H. T. Ju, Network Usage of Bitcoin Full Node, 2018 International Conference on Information and Communication Technology Convergence (ICTC), 2018, pp. 1286-1291.
https://doi.org/10.1109/ICTC.2018.8539723

Wood, Gavin. Ethereum: A secure decentralised generalised transaction ledger. Ethereum project yellow paper 151.2014 (2014): 1-32.

J. Kramer, J. M. van der Werf, J. Stokking and M. Ruiz, A Blockchain-Based Micro Economy Platform for Distributed Infrastructure Initiatives, 2018 IEEE International Conference on Software Architecture (ICSA), 2018, pp. 11-1109.
https://doi.org/10.1109/ICSA.2018.00010

A. N. K, C. Kapoor, N. M. A, S. Shibu N B and B. S, Exploring Blockchain-enabled Smart Community with Electric Vehicles, 2021 10th IEEE International Conference on Communication Systems and Network Technologies (CSNT), 2021, pp. 745-750.

Brown, Richard Gendal, et al. Corda: an introduction. R3 CEV, August 1 (2016): 15.

Fernandes Silvano, Wellington & Marcelino, Roderval. (2020). Iota Tangle: A cryptocurrency to communicate Internet of Things data. Future Generation Computer Systems. 112.
https://doi.org/10.1016/j.future.2020.05.047

R. Radhakrishnan and B. Krishnamachari, Streaming Data Payment Protocol (SDPP) for the Internet of Things, 2018 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData), 2018, pp. 1679-1684.
https://doi.org/10.1109/Cybermatics_2018.2018.00280

Ignatyev, V., Kovalev, A., Spiridonov, O., Kureychik, V., Soloviev, V., Ignatyeva, A., A Method of Optimizing the Rule Base in the Sugeno Fuzzy Inference System Using Fuzzy Cluster Analysis, (2020) International Review of Electrical Engineering (IREE), 15 (4), pp. 316-327.
https://doi.org/10.15866/iree.v15i4.16545

C. Kelleher, J. Maloney, P. Medlock-Walton, E. Patton and D. Wendel, Invited panel: The future of blocks programming, 2017 IEEE Blocks and Beyond Workshop (B&B), 2017, pp. 99-101.
https://doi.org/10.1109/BLOCKS.2017.8120421


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