Kajian Perkembangan Teknologi Blockchain dan Implementasinya pada Berbagai Sektor di Era Industri 4.0

Authors

  • Aswadul Fitri Saiful Rahman Universitas Balikpapan
  • Andani Achmad Universitas Hasanuddin

DOI:

https://doi.org/10.36277/jteuniba.v10i2.1375

Keywords:

Blockchain, Terdistribusi, Smart Contract, Konsensus, Decentralization Applications.

Abstract

Blockchain merupakan teknologi terdistribusi yang berkembang pesat dan memiliki peran penting dalam mendukung transformasi digital pada era Industri 4.0. Teknologi ini mampu meningkatkan keamanan, transparansi, integritas, dan privasi data melalui mekanisme desentralisasi serta algoritma konsensus yang diterapkan pada berbagai platform Blockchain. Perkembangan Blockchain tidak hanya terbatas pada cryptocurrency, tetapi juga telah berkembang ke smart contract dan decentralized applications (DApps) yang mendukung berbagai layanan digital di berbagai sektor industri. Makalah ini bertujuan untuk mengkaji perkembangan teknologi Blockchain, meliputi evolusi dan arsitektur Blockchain, tipe akses data Blockchain, mekanisme konsensus, serta implementasinya pada berbagai sektor. Metode yang digunakan dalam penelitian ini adalah studi literatur dengan menganalisis berbagai referensi ilmiah terkait perkembangan dan penerapan Blockchain. Hasil kajian menunjukkan bahwa setiap jenis Blockchain, baik public, private, maupun consortium, memiliki karakteristik dan penerapan yang berbeda sesuai kebutuhan organisasi dan industri. Selain itu, perkembangan algoritma konsensus terus dilakukan untuk meningkatkan efisiensi, skalabilitas, dan keamanan sistem Blockchain. Implementasi Blockchain telah diterapkan pada berbagai bidang, seperti keuangan, kesehatan, pendidikan, logistik, pemerintahan, dan Internet of Things (IoT). Namun demikian, implementasi Blockchain masih menghadapi beberapa tantangan, seperti konsumsi energi, skalabilitas jaringan, interoperabilitas antarplatform, serta regulasi dan privasi data. Kajian ini diharapkan dapat menjadi referensi dalam pengembangan dan implementasi teknologi Blockchain yang lebih adaptif, aman, dan efisien pada era Industri 4.0.

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References

N. Satoshi, “Bitcoin: A Peer-to-Peer Electronic Cash System,” SSRN Electron. J., pp. 1–9, 2022, doi: 10.2139/ssrn.3977007.

M. M. Nuttah, P. Roma, G. Lo Nigro, and G. Perrone, “Understanding blockchain applications in Industry 4.0: From information technology to manufacturing and operations management,” J. Ind. Inf. Integr., vol. 33, no. March, 2023, doi: 10.1016/j.jii.2023.100456.

M. Javaid, A. Haleem, R. Pratap Singh, S. Khan, and R. Suman, “Blockchain technology applications for Industry 4.0: A literature-based review,” Blockchain Res. Appl., vol. 2, no. 4, 2021, doi: 10.1016/j.bcra.2021.100027.

Q. Bao, B. Li, T. Hu, and X. Sun, “A survey of blockchain consensus safety and security: State-of-the-art, challenges, and future work,” J. Syst. Softw., vol. 196, 2023, doi: 10.1016/j.jss.2022.111555.

S. A. Sarkodie, M. Y. Ahmed, and P. A. Owusu, “COVID-19 pandemic improves market signals of cryptocurrencies–evidence from Bitcoin, Bitcoin Cash, Ethereum, and Litecoin,” Financ. Res. Lett., vol. 44, no. April 2021, 2022, doi: 10.1016/j.frl.2021.102049.

W. Zheng, Z. Zheng, X. Chen, K. Dai, P. Li, and R. Chen, “NutBaaS: A Blockchain-As-A-Service Platform,” IEEE Access, vol. 7, pp. 134422–134433, 2019, doi: 10.1109/ACCESS.2019.2941905.

E. Callens, “Financial instruments entail liabilities: Ether, bitcoin, and litecoin do not,” Comput. Law Secur. Rev., vol. 40, no. July 2020, pp. 1–20, 2021, doi: 10.1016/j.clsr.2020.105494.

X. Li, P. Jiang, T. Chen, X. Luo, and Q. Wen, “A survey on the security of blockchain systems,” Futur. Gener. Comput. Syst., vol. 107, pp. 841–853, 2020, doi: 10.1016/j.future.2017.08.020.

B. K. Mohanta, D. Jena, S. S. Panda, and S. Sobhanayak, “Blockchain technology: A survey on applications and security privacy Challenges,” Internet of Things (Netherlands), vol. 8, 2019, doi: 10.1016/j.iot.2019.100107.

N. Tapus and A. Manolache, “ScienceDirect Integrated Decision Making Making using using the the Blockchain Blockchain Integrated Decision,” no. Itqm 2019, 2020.

M. Nasir, M. Bhutta, A. A. Khwaja, A. Nadeem, and H. F. Ahmad, “A Survey on Blockchain Technology : Evolution , Architecture and Security,” vol. 9, 2021, doi: 10.1109/ACCESS.2021.3072849.

Y. Xu, “Segment Blockchain : A Size Reduced Storage Mechanism for Blockchain,” vol. 8, 2020.

K. Christidis and M. Devetsikiotis, “Blockchains and Smart Contracts for the Internet of Things,” IEEE Access, vol. 4, pp. 2292–2303, 2016, doi: 10.1109/ACCESS.2016.2566339.

G. Wood, “Ethereum: a secure decentralised generalised transaction ledger,” Ethereum Proj. Yellow Pap., pp. 1–32, 2014.

T. Hewa, M. Ylianttila, and M. Liyanage, “Survey on blockchain based smart contracts: Applications, opportunities and challenges,” J. Netw. Comput. Appl., vol. 177, no. November 2020, 2021, doi: 10.1016/j.jnca.2020.102857.

N. Atzei, M. Bartoletti, T. Cimoli, S. Lande, and R. Zunino, “SoK: Unraveling bitcoin smart contracts,” Lect. Notes Comput. Sci. (including Subser. Lect. Notes Artif. Intell. Lect. Notes Bioinformatics), vol. 10804 LNCS, pp. 217–242, 2018, doi: 10.1007/978-3-319-89722-6_9.

M. Bartoletti and L. Pompianu, “An Empirical analysis of smart contracts: Platforms, applications, and design patterns,” Lect. Notes Comput. Sci. (including Subser. Lect. Notes Artif. Intell. Lect. Notes Bioinformatics), vol. 10323 LNCS, pp. 494–509, 2017, doi: 10.1007/978-3-319-70278-0_31.

N. F. Samreen and M. H. Alalfi, “An empirical study on the complexity, security and maintainability of Ethereum-based decentralized applications (DApps),” Blockchain Res. Appl., vol. 4, no. 2, 2023, doi: 10.1016/j.bcra.2022.100120.

Y. Xiao, N. Zhang, W. Lou, and Y. T. Hou, “A Survey of Distributed Consensus Protocols for Blockchain Networks,” IEEE Commun. Surv. Tutorials, vol. 22, no. 2, pp. 1432–1465, 2020, doi: 10.1109/COMST.2020.2969706.

J. Kehrli, “Blockchain 2.0-From Bitcoin Transactions to Smart Contract applications,” pp. 1–37, 2016.

Melanie Swan, Blockchain Blueprint for a New Economy, 1st ed. United States of America: O’Reilly Media, Inc., 1005 Gravenstein Highway North, Sebastopol, CA 95472, 2015.

H. Taherdoost, “Smart Contracts in Blockchain Technology: A Critical Review,” Inf., vol. 14, no. 2, 2023, doi: 10.3390/info14020117.

M. S. Alnahari and S. T. Ariaratnam, “The Application of Blockchain Technology to Smart City Infrastructure,” Smart Cities, vol. 5, no. 3, pp. 979–993, 2022, doi: 10.3390/smartcities5030049.

W. Kozlowski and K. Suwar, “Smart City: Definitions, Dimensions, and Initiatives,” Eur. Res. Stud. J., vol. XXIV, no. Special Issue 3, pp. 509–520, 2021, doi: 10.35808/ersj/2442.

W. Cai, Z. Wang, J. B. Ernst, Z. Hong, C. Feng, and V. C. M. Leung, “Decentralized Applications: The Blockchain-Empowered Software System,” IEEE Access, vol. 6, no. September, pp. 53019–53033, 2018, doi: 10.1109/ACCESS.2018.2870644.

E. Nkurunziza, T. Lawrence, E. Issameldeen, and G. Mwitende, “AP-HBSG: Authentication protocol for heterogeneous blockchain-based smart grid environment,” Comput. Commun., vol. 212, no. January, pp. 212–226, 2023, doi: 10.1016/j.comcom.2023.09.034.

J. Gao et al., “GridMonitoring: Secured Sovereign Blockchain Based Monitoring on Smart Grid,” IEEE Access, vol. 6, no. March, pp. 9917–9925, 2018, doi: 10.1109/ACCESS.2018.2806303.

Y. Li, R. Rahmani, N. Fouassier, P. Stenlund, and K. Ouyang, “A blockchain-based architecture for stable and trustworthy smart grid,” Procedia Comput. Sci., vol. 155, no. 2018, pp. 410–416, 2019, doi: 10.1016/j.procs.2019.08.057.

L. Xu, M. Lin, Y. Feng, and Y. Sun, “BPDST: Blockchain-Based Privacy-Preserving Data Sharing on Thin Client for Electronic Medical Records,” J. Comput. Inf. Technol., vol. 29, no. 4, pp. 235–250, 2022, doi: 10.20532/CIT.2021.1005412.

L. Zhang, M. Peng, W. Wang, Y. Su, S. Cui, and S. Kim, “Secure and efficient data storage and sharing scheme based on double blockchain,” Comput. Mater. Contin., vol. 66, no. 1, pp. 499–515, 2021, doi: 10.32604/cmc.2020.012205.

Q. Xia, E. B. Sifah, A. Smahi, S. Amofa, and X. Zhang, “BBDS: Blockchain-based data sharing for electronic medical records in cloud environments,” Inf., vol. 8, no. 2, 2017, doi: 10.3390/info8020044.

N. Zeinali, A. Asosheh, and S. Setareh, “The conceptual model to solve the problem of interoperability in health information systems,” 2016 8th Int. Symp. Telecommun. IST 2016, no. September 2016, pp. 684–689, 2017, doi: 10.1109/ISTEL.2016.7881909.

M. S. Ali, M. Vecchio, M. Pincheira, K. Dolui, F. Antonelli, and M. H. Rehmani, “Applications of Blockchains in the Internet of Things: A Comprehensive Survey,” IEEE Commun. Surv. Tutorials, vol. 21, no. 2, pp. 1676–1717, 2019, doi: 10.1109/COMST.2018.2886932.

L. Xu et al., “Enabling the Sharing Economy: Privacy Respecting Contract based on Public Blockchain,” BCC 2017 - Proc. ACM Work. Blockchain, Cryptocurrencies Contract. co-located with ASIA CCS 2017, no. October, pp. 15–21, 2017, doi: 10.1145/3055518.3055527.

Q. Wang and Y. Liu, “Blockchain for Public Safety : A Survey of Techniques and Applications,” J. Saf. Sci. Resil., 2023, doi: 10.1016/j.jnlssr.2023.09.001.

V. Gugueoth, S. Safavat, S. Shetty, and D. Rawat, “A review of IoT security and privacy using decentralized blockchain techniques,” Comput. Sci. Rev., vol. 50, 2023, doi: 10.1016/j.cosrev.2023.100585.

Z. Ullah, M. Naeem, A. Coronato, P. Ribino, and G. De Pietro, “Blockchain Applications in Sustainable Smart Cities,” Sustain. Cities Soc., vol. 97, no. June, p. 104697, 2023, doi: 10.1016/j.scs.2023.104697.

B. Godavarthi, M. Dhar, S. A. Devi, S. S. Raju, A. Balaram, and G. Srilakshmi, “Blockchain integration with the internet of things for the employee performance management,” J. High Technol. Manag. Res., vol. 34, no. 2, p. 100468, 2023, doi: 10.1016/j.hitech.2023.100468.

M. M. Nuttah, P. Roma, G. Lo Nigro, and G. Perrone, “Journal of Industrial Information Integration Understanding blockchain applications in Industry 4 . 0 : From information technology to manufacturing and operations management,” J. Ind. Inf. Integr., vol. 33, no. March, p. 100456, 2023, doi: 10.1016/j.jii.2023.100456.

T. A. Almeshal, “Blockchain for Businesses : A Scoping Review of Suitability Evaluations Frameworks,” IEEE Access, vol. 9, pp. 155425–155442, 2021, doi: 10.1109/ACCESS.2021.3128608.

Z. Zheng, S. Xie, H. N. Dai, X. Chen, and H. Wang, “Blockchain challenges and opportunities: A survey,” Int. J. Web Grid Serv., vol. 14, no. 4, pp. 352–375, 2018, doi: 10.1504/IJWGS.2018.095647.

T. T. A. Dinh, J. Wang, G. Chen, R. Liu, B. C. Ooi, and K. L. Tan, “BLOCKBENCH: A framework for analyzing private blockchains,” Proc. ACM SIGMOD Int. Conf. Manag. Data, vol. Part F1277, pp. 1085–1100, 2017, doi: 10.1145/3035918.3064033.

X. Xu, Y. Guo, and Y. Guo, “Fog-enabled private blockchain-based identity authentication scheme for smart home,” Comput. Commun., vol. 205, no. February 2022, pp. 58–68, 2023, doi: 10.1016/j.comcom.2023.04.005.

R. Yang et al., “Public and private blockchain in construction business process and information integration,” Autom. Constr., vol. 118, no. May, p. 103276, 2020, doi: 10.1016/j.autcon.2020.103276.

E. Ben Hamida, K. L. Brousmiche, H. Levard, and E. Thea, “Blockchain for Enterprise: Overview, Opportunities and Challenges,” 13th Int. Conf. Wirel. Mob. Commun., no. June, p. 7, 2017.

Y. Chen et al., “Decentralized data access control over consortium blockchains,” Inf. Syst., vol. 94, p. 101590, 2020, doi: 10.1016/j.is.2020.101590.

Z. Fu, P. Dong, and Y. Ju, “An intelligent electric vehicle charging system for new energy companies based on consortium blockchain,” J. Clean. Prod., vol. 261, p. 121219, 2020, doi: 10.1016/j.jclepro.2020.121219.

Z. Yu, D. Xue, J. Fan, and C. Guo, “DNSTSM: DNS Cache Resources Trusted Sharing Model Based on Consortium Blockchain,” IEEE Access, vol. 8, pp. 13640–13650, 2020, doi: 10.1109/ACCESS.2020.2966428.

A. Montresor, “Practical Byzantine Fault Tolerance,” no. April 2001, 2016.

M. He et al., “T2L: A traceable and trustable consortium blockchain for logistics,” Digit. Commun. Networks, 2022, doi: 10.1016/j.dcan.2022.06.015.

K. Hasan, M. J. M. Chowdhury, K. Biswas, K. Ahmed, M. S. Islam, and M. Usman, “A blockchain-based secure data-sharing framework for Software Defined Wireless Body Area Networks,” Comput. Networks, vol. 211, no. April, p. 109004, 2022, doi: 10.1016/j.comnet.2022.109004.

H. Guo and X. Yu, “Blockchain : Research and Applications A survey on blockchain technology and its security,” Blockchain Res. Appl., vol. 3, no. 2, p. 100067, 2022, doi: 10.1016/j.bcra.2022.100067.

D. K. Tosh, S. Shetty, X. Liang, C. Kamhoua, and L. Njilla, “Consensus protocols for blockchain-based data provenance: Challenges and opportunities,” 2017 IEEE 8th Annu. Ubiquitous Comput. Electron. Mob. Commun. Conf. UEMCON 2017, vol. 2018–Janua, no. October, pp. 469–474, 2017, doi: 10.1109/UEMCON.2017.8249088.

J. Truby, “Decarbonizing Bitcoin: Law and policy choices for reducing the energy consumption of Blockchain technologies and digital currencies,” Energy Res. Soc. Sci., vol. 44, no. July, pp. 399–410, 2018, doi: 10.1016/j.erss.2018.06.009.

N. Christin and R. Safavi-Naini, “Majority is not Enough: Bitcoin Mining is Vulnerable∗ Ittay,” Lect. Notes Comput. Sci. (including Subser. Lect. Notes Artif. Intell. Lect. Notes Bioinformatics), vol. 8437, no. March, 2014, doi: 10.1007/978-3-662-45472-5.

J. Göbel, H. P. Keeler, A. E. Krzesinski, and P. G. Taylor, “Bitcoin blockchain dynamics: The selfish-mine strategy in the presence of propagation delay,” Perform. Eval., vol. 104, pp. 23–41, 2016, doi: 10.1016/j.peva.2016.07.001.

P. Vasin, “BlackCoin’s Proof-of-Stake Protocol v2 Pavel,” Self-published, p. 2, 2014, [Online]. Available: https://blackcoin.co/blackcoin-pos-protocol-v2-whitepaper.pdf.

A. Kiayias, A. Russell, B. David, and R. Oliynykov, Ouroboros: A provably secure proof-of-stake blockchain protocol, vol. 10401 LNCS, no. May. 2017.

J. Garcia-Alfaro, G. Navarro-Arribas, H. Hartenstein, and J. Herrera-Joancomartí, “Securing Proof-of-Stake Blockchain Protocols Wenting,” Proceedings, no. September, 2017, doi: 10.1007/978-3-319-67816-0.

M. Parmar, N. Kumar, H. J. Kaur, A. Sharma, S. Sharma, and M. Sandhu, “Analysis and comparison of different blockchain algorithms in IoT security,” IOP Conf. Ser. Mater. Sci. Eng., vol. 1022, no. 1, 2021, doi: 10.1088/1757-899X/1022/1/012059.

S. N. Sunny King, “PPCoin: Peer-to-Peer Crypto-Currency with Proof-of-Stake,” Proc. 2016 ACM SIGSAC Conf. Comput. Commun. Secur. - CCS’16, vol. 1919, no. January, pp. 1–27, 2017, [Online]. Available: http://peerco.in/assets/paper/peercoin-paper.pdf%0Ahttp://fc17.ifca.ai/preproceedings/paper_73.pdf%0Ahttp://arxiv.org/abs/1606.06530%0Ahttps://papers.ssrn.com/sol3/papers.cfm?abstract_id=2977811%0Ahttp://dl.acm.org/citation.cfm?doid=2976749.2978389%0Ahttp.

S. Ahmed, K. Grobys, and N. Sapkota, “Profitability of technical trading rules among cryptocurrencies with privacy function,” Financ. Res. Lett., vol. 35, no. February, p. 101495, 2020, doi: 10.1016/j.frl.2020.101495.

T. Papadimitriou, P. Gogas, and F. Gkatzoglou, “The evolution of the cryptocurrencies market: A complex networks approach,” J. Comput. Appl. Math., vol. 376, p. 112831, 2020, doi: 10.1016/j.cam.2020.112831.

M. Borse, P. Shendkar, Y. Undre, A. Mahadik, and R. Y. Patil, “A Review of Blockchain Consensus Algorithm,” Lect. Notes Networks Syst., vol. 444, pp. 415–426, 2022, doi: 10.1007/978-981-19-2500-9_31.

Y. Sun, B. Yan, Y. Yao, and J. Yu, “DT-DPoS: A Delegated Proof of Stake Consensus Algorithm with Dynamic Trust,” Procedia Comput. Sci., vol. 187, pp. 371–376, 2021, doi: 10.1016/j.procs.2021.04.113.

A. Shoker, “Brief announcement: Sustainable blockchains through proof of eXercise,” Proc. Annu. ACM Symp. Princ. Distrib. Comput., no. July 2018, pp. 269–271, 2018, doi: 10.1145/3212734.3212781.

A. Abboud, V. V. Williams, and O. Weimann, “Consequences of faster alignment of sequences,” Lect. Notes Comput. Sci. (including Subser. Lect. Notes Artif. Intell. Lect. Notes Bioinformatics), vol. 8572 LNCS, no. PART 1, pp. 39–51, 2014, doi: 10.1007/978-3-662-43948-7_4.

P. Bille, “A survey on tree edit distance and related problems,” Theor. Comput. Sci., vol. 337, no. 1–3, pp. 217–239, 2005, doi: 10.1016/j.tcs.2004.12.030.

H. ALT and M. GODAU, “Computing the Fréchet Distance Between Two Polygonal Curves,” Int. J. Comput. Geom. Appl., vol. 5, no. 01n02, pp. 75–91, 1995, doi: 10.1142/s0218195995000064.

M. M. Deza and E. Deza, Encyclopedia of distances. 2009.

T. Freitas, J. Soares, M. E. Correia, and R. Martins, “Deterministic or probabilistic? - A survey on Byzantine fault tolerant state machine replication,” Comput. Secur., vol. 129, 2023, doi: 10.1016/j.cose.2023.103200.

L. Lamport, “Time, Clocks, and the Ordering of Events in a Distributed System,” Commun. ACM, vol. 21, no. 7, pp. 558–565, 1978, doi: 10.1145/359545.359563.

R. Arnold and D. Longley, “Continuity: A deterministic Byzantine fault tolerant asynchronous consensus algorithm,” Comput. Networks, vol. 199, 2021, doi: 10.1016/j.comnet.2021.108431.

W. Wang et al., “A Survey on Consensus Mechanisms and Mining Strategy Management in Blockchain Networks,” IEEE Access, vol. 7, no. January, pp. 22328–22370, 2019, doi: 10.1109/ACCESS.2019.2896108.

A. Montresor, “Distributed Algorithms Practical Byzantine Fault Tolerance,” no. April 2001, 2016.

C. Cachin, S. Schubert, and M. Vukolić, “Architecture of the Hyperledger Blockchain Fabric,” Leibniz International Proceedings in Informatics, LIPIcs, vol. 70. p. 24.1-24.16, 2017, doi: 10.4230/LIPIcs.OPODIS.2016.24.

M. Castro and B. Liskov, “Practical Byzantine Fault Tolerance and Proactive Recovery,” ACM Trans. Comput. Syst., vol. 20, no. 4, pp. 398–461, 2002, doi: 10.1145/571637.571640.

Y. Wu, L. Wu, and H. Cai, “Reinforced practical Byzantine fault tolerance consensus protocol for cyber physical systems,” Comput. Commun., vol. 203, no. August 2022, pp. 238–247, 2023, doi: 10.1016/j.comcom.2023.03.016.

Y. Chen et al., “An improved algorithm for practical byzantine fault tolerance to large-scale consortium chain,” Inf. Process. Manag., vol. 59, no. 2, pp. 1–15, 2022, doi: 10.1016/j.ipm.2022.102884.

H. Qin, Y. Cheng, X. Ma, F. Li, and J. Abawajy, “Weighted Byzantine Fault Tolerance consensus algorithm for enhancing consortium blockchain efficiency and security,” J. King Saud Univ. - Comput. Inf. Sci., vol. 34, no. 10, pp. 8370–8379, 2022, doi: 10.1016/j.jksuci.2022.08.017.

Y. Zhang, B. Yan, Y. Yao, and J. Yu, “Proof of Random Trust Consensus Mechanism for Power Resource Sharing System,” Procedia Comput. Sci., vol. 187, pp. 402–407, 2021, doi: 10.1016/j.procs.2021.04.079.

M. Milutinovic, W. He, H. Wu, and M. Kanwal, “Proof of Luck: An efficient blockchain consensus protocol,” SysTEX 2016 - 1st Work. Syst. Softw. Trust. Exec. Coloca. with ACM/IFIP/USENIX Middlew. 2016, pp. 2–7, 2016, doi: 10.1145/3007788.3007790.

J. Yusoff, Z. Mohamad, and M. Anuar, “A Review: Consensus Algorithms on Blockchain,” J. Comput. Commun., vol. 10, no. 9, pp. 37–50, 2022, doi: 10.4236/jcc.2022.109003.

L. Chen, L. Xu, N. Shah, Z. Gao, Y. Lu, and W. Shi, “On security analysis of proof-of-elapsed-time (PoET),” Lect. Notes Comput. Sci. (including Subser. Lect. Notes Artif. Intell. Lect. Notes Bioinformatics), vol. 10616 LNCS, no. May 2019, pp. 282–297, 2017, doi: 10.1007/978-3-319-69084-1_19.

S. Singh and A. S. M. S. Hosen, “Blockchain Security Attacks , Challenges , and Solutions for the Future Distributed IoT Network,” vol. 9, 2021, doi: 10.1109/ACCESS.2021.3051602.

Y. Sun, Y. Yuan, Q. Wang, L. Wang, E. Li, and L. Qiao, “Research on the Signal Reconstruction of the Phased Array Structural Health Monitoring Based Using the Basis Pursuit Algorithm,” vol. 58, no. 2, pp. 409–420, 2019, doi: 10.32604/cmc.2019.03642.

J. Andrew, D. Priya, K. M. Sagayam, B. Bhushan, Y. Sei, and J. Eunice, “Journal of Network and Computer Applications Blockchain for healthcare systems : Architecture , security challenges , trends and future directions,” J. Netw. Comput. Appl., vol. 215, no. April, p. 103633, 2023, doi: 10.1016/j.jnca.2023.103633.

A. Shahnaz, U. Qamar, and A. Khalid, “Using Blockchain for Electronic Health Records,” IEEE Access, vol. 7, pp. 147782–147795, 2019, doi: 10.1109/ACCESS.2019.2946373.

A. Musamih et al., “A blockchain-based approach for drug traceability in healthcare supply chain,” IEEE Access, vol. 9, no. January, pp. 9728–9743, 2021, doi: 10.1109/ACCESS.2021.3049920.

C. Kombe, M. Ally, and A. Sam, “A review on healthcare information systems and consensus protocols in blockchain technology,” Int. J. Adv. Technol. Eng. Explor., vol. 5, no. 49, pp. 473–483, 2018, doi: 10.19101/ijatee.2018.547023.

R. Jafri and S. Singh, Blockchain applications for the healthcare sector: Uses beyond Bitcoin. Elsevier Inc., 2022.

A. Reyna, C. Martín, J. Chen, E. Soler, and M. Díaz, “On blockchain and its integration with IoT. Challenges and opportunities,” Futur. Gener. Comput. Syst., vol. 88, no. 2018, pp. 173–190, 2018, doi: 10.1016/j.future.2018.05.046.

M. N. O. Sadiku et al., “Blockchain in Smart Cities,” vol. 7, no. 4, pp. 325–327, 2020.

V. Albino, U. Berardi, and R. M. Dangelico, “Smart cities: Definitions, dimensions, performance, and initiatives,” J. Urban Technol., vol. 22, no. 1, pp. 3–21, 2015, doi: 10.1080/10630732.2014.942092.

H. N. Dai, Z. Zheng, and Y. Zhang, “Blockchain for Internet of Things: A Survey,” IEEE Internet Things J., vol. 6, no. 5, pp. 8076–8094, 2019, doi: 10.1109/JIOT.2019.2920987.

A. Dorri, M. Steger, S. S. Kanhere, and R. Jurdak, “BlockChain: A Distributed Solution to Automotive Security and Privacy,” IEEE Commun. Mag., vol. 55, no. 12, pp. 119–125, 2017, doi: 10.1109/MCOM.2017.1700879.

Z. Yang, K. Yang, L. Lei, K. Zheng, and V. C. M. Leung, “Blockchain-based decentralized trust management in vehicular networks,” IEEE Internet Things J., vol. 6, no. 2, pp. 1495–1505, 2019, doi: 10.1109/JIOT.2018.2836144.

J. Kang, R. Yu, X. Huang, S. Maharjan, Y. Zhang, and E. Hossain, “Enabling Localized Peer-to-Peer Electricity Trading among Plug-in Hybrid Electric Vehicles Using Consortium Blockchains,” IEEE Trans. Ind. Informatics, vol. 13, no. 6, pp. 3154–3164, 2017, doi: 10.1109/TII.2017.2709784.

J. Kang et al., “Blockchain for secure and efficient data sharing in vehicular edge computing and networks,” IEEE Internet Things J., vol. 6, no. 3, pp. 4660–4670, 2019, doi: 10.1109/JIOT.2018.2875542.

T. Saba, A. Rehman, K. Haseeb, S. Ali, and J. Lloret, “Trust-based decentralized blockchain system with machine learning using Internet of agriculture things,” vol. 108, no. May 2022, 2023.

U. Shafi, R. Mumtaz, J. García-Nieto, S. A. Hassan, S. A. R. Zaidi, and N. Iqbal, “Precision agriculture techniques and practices: From considerations to applications,” Sensors (Switzerland), vol. 19, no. 17, pp. 1–25, 2019, doi: 10.3390/s19173796.

L. García et al., “Deployment strategies of soil monitoring wsn for precision agriculture irrigation scheduling in rural areas,” Sensors, vol. 21, no. 5, pp. 1–30, 2021, doi: 10.3390/s21051693.

T. H. Pranto, A. A. Noman, A. Mahmud, and A. B. Haque, “Blockchain and smart contract for IoT enabled smart agriculture,” PeerJ Comput. Sci., vol. 7, pp. 1–29, 2021, doi: 10.7717/PEERJ-CS.407.

K. Chatterjee, A. Singh, and Neha, “A blockchain-enabled security framework for smart agriculture,” Comput. Electr. Eng., vol. 106, no. May 2022, 2023, doi: 10.1016/j.compeleceng.2023.108594.

T. Ahmed, C. L. Karmaker, S. B. Nasir, M. A. Moktadir, and S. K. Paul, “Modeling the artificial intelligence-based imperatives of industry 5.0 towards resilient supply chains: A post-COVID-19 pandemic perspective,” Comput. Ind. Eng., vol. 177, no. January, 2023, doi: 10.1016/j.cie.2023.109055.

M. W. Akram, N. Akram, W. Hongshu, S. Andleeb, K. Ur Rehman, and F. Hassan, “Investigating the leading drivers of organic farming: A survival analysis,” Cienc. Rural, vol. 52, no. 7, 2022, doi: 10.1590/0103-8478CR20200781.

H. Y. Chen, K. Sharma, C. Sharma, and S. Sharma, “Integrating explainable artificial intelligence and blockchain to smart agriculture: Research prospects for decision making and improved security,” Smart Agric. Technol., vol. 6, no. October, 2023, doi: 10.1016/j.atech.2023.100350.

K. U. Rehman, S. Andleeb, M. Ashfaq, N. Akram, and M. W. Akram, “Blockchain-enabled smart agriculture: Enhancing data-driven decision making and ensuring food security,” J. Clean. Prod., vol. 427, no. June, p. 138900, 2023, doi: 10.1016/j.jclepro.2023.138900.

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2026-04-30