Intuitive Analysis for Blockchain for IOT Sensor Devices using HGCA Approach

Intuitive Analysis for Blockchain for IOT Sensor Devices using HGCA Approach

  IJETT-book-cover           
  
© 2024 by IJETT Journal
Volume-72 Issue-9
Year of Publication : 2024
Author : P. Santhuja, V. Anbarasu
DOI : 10.14445/22315381/IJETT-V72I9P104

How to Cite?
P. Santhuja, V. Anbarasu, "Intuitive Analysis for Blockchain for IOT Sensor Devices using HGCA Approach," International Journal of Engineering Trends and Technology, vol. 72, no. 9, pp. 49-57, 2024. Crossref, https://doi.org/10.14445/22315381/IJETT-V72I9P104

Abstract
The escalating challenge of electronic waste (e-waste) management necessitates innovative solutions for transparency, security, and efficiency. This research proposes a framework integrating the Internet of Things (IoT) and Blockchain, optimized by the Hybrid Genetic Crow Search Algorithm (GCA). The framework facilitates real-time data collection from IoT sensors, ensuring transparent and tamper-proof tracking through Blockchain. The Hybrid GCA algorithm optimizes resource recovery and fosters sustainable e-waste management. In addressing shortcomings of conventional systems, the study strategically deploys IoT sensors for real-time data on e-waste types, quantities, and conditions. The data is securely stored on a Blockchain ledger, ensuring traceability and accountability. The Hybrid GCA algorithm optimizes resource recovery, reduces costs, and streamlines data flow. By fostering collaboration and leveraging advanced technology, this research aims to revolutionize e-waste management for a sustainable future, addressing transparency, data management, and resource recovery challenges.

Keywords
E-waste management, IoT, Blockchain, Hybrid GCA algorithm, Resource recovery, Sustainability.

References

[1] Amila Saputhanthri, Chamitha De Alwis, and Madhusanka Liyanage, “Survey on Blockchain-Based IoT Payment and Marketplaces,” IEEE Access, vol. 10, pp. 103411-103437, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[2] Israr Ahmad et al., “Message Scheduling in Blockchain Based IoT Environment with Additional Fog Broker Layer,” IEEE Access, vol. 10, pp. 97165-97182, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[3] Adeel Ahmed et al., “A Novel Blockchain Based Secured and QoS Aware IoT Vehicular Network in Edge Cloud Computing,” IEEE Access, vol. 10, pp. 77707-77722, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[4] Usman Khalil et al., “A Blockchain Footprint for Authentication of IoT-Enabled Smart Devices in Smart Cities: State-of-the-Art Advancements, Challenges and Future Research Directions,” IEEE Access, vol. 10, pp. 76805-76823, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[5] Yulei Jiao, and Cexun Wang, “A Blockchain-Based Trusted Upload Scheme for the Internet of Things Nodes,” International Journal of Crowd Science, vol. 6, no. 2, pp. 92-97, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[6] Shahbaz Siddiqui et al., “Toward Software-Defined Networking-Based IoT Frameworks: A Systematic Literature Review, Taxonomy, Open Challenges and Prospects,” IEEE Access, vol. 10, pp. 70850-70901, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[7] Xiaoying Jia et al., “A Blockchain-Assisted Privacy-Aware Authentication Scheme for Internet of Medical Things,” IEEE Internet of Things Journal, vol. 9, no. 21, pp. 21838-21850, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[8] Bandar Alamri, Katie Crowley, and Ita Richardson, “Blockchain-Based Identity Management Systems in Health IoT: A Systematic Review,” IEEE Access, vol. 10, pp. 59612-59629, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[9] Victor Ribeiro et al., “A Fault-Tolerant and Secure Architecture for Key Management in LoRaWAN Based on Permissioned Blockchain,” IEEE Access, vol. 10, pp. 58722-58735, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[10] Tianchen Ma et al., “Toward Data Authenticity and Integrity for Blockchain-Based Mobile Edge Computing,” IEEE Sensors Journal, vol. 22, no. 10, pp. 9967-9980, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[11] Yi Yang et al., “An Efficient Identity-Based Aggregate Signcryption Scheme with Blockchain for IoT-Enabled Maritime Transportation System,” IEEE Transactions on Green Communications and Networking, vol. 6, no. 3, pp. 1520-1531, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[12] Reyazur Rashid Irshad et al., “IoT-Enabled Secure and Scalable Cloud Architecture for Multi-User Systems: A Hybrid Post-Quantum Cryptographic and Blockchain-Based Approach toward a Trustworthy Cloud Computing,” IEEE Access, vol. 11, pp. 105479-105498, 2023.
[CrossRef] [Google Scholar] [Publisher Link]
[13] Hayam Alamro et al., “Modeling of Blockchain Assisted Intrusion Detection on IoT Healthcare System Using Ant Lion Optimizer with Hybrid Deep Learning,” IEEE Access, vol. 11, pp. 82199-82207, 2023.
[CrossRef] [Google Scholar] [Publisher Link]
[14] Xiaofeng Xu et al., “A Novel Resource-Saving and Traceable Tea Production and Supply Chain Based on Blockchain and IoT,” IEEE Access, vol. 11, pp. 71873-71889, 2023.
[CrossRef] [Google Scholar] [Publisher Link]
[15] Jinwen Xi et al., “A Blockchain Dynamic Sharding Scheme Based on Hidden Markov Model in Collaborative IoT,” IEEE Internet of Things Journal, vol. 10, no. 16, pp. 14896-14907, 2023.
[CrossRef] [Google Scholar] [Publisher Link]
[16] Pramitha Fernando et al., “Distributed-Proof-of-Sense: Blockchain Consensus Mechanisms for Detecting Spectrum Access Violations of the Radio Spectrum,” IEEE Transactions on Cognitive Communications and Networking, vol. 9, no. 5, pp. 1110-1125, 2023.
[CrossRef] [Google Scholar] [Publisher Link]
[17] Soubhagya Ranjan Mallick et al., “BCGeo: Blockchain-Assisted Geospatial Web Service for Smart Healthcare System,” IEEE Access, vol. 11, pp. 58610-58623, 2023.
[CrossRef] [Google Scholar] [Publisher Link]
[18] B. Chitradevi et al., “Reimagining Point-of-Care Ultrasound with Convolutional Neural Networks and Cloud Computing for Healthcare Transformation,” 2024 4th International Conference on Innovative Practices in Technology and Management (ICIPTM), Noida, India, vol. 11, pp. 54476-54494, 2024.
[CrossRef] [Google Scholar] [Publisher Link]
[19] Hancheng Gao et al., “Blockchain-Enabled Fine-Grained Searchable Encryption with Cloud–Edge Computing for Electronic Health Records Sharing,” IEEE Internet of Things Journal, vol. 10, no. 20, pp. 18414-18425, 2023.
[CrossRef] [Google Scholar] [Publisher Link]
[20] Hasan Mujtaba Buttar et al., “Countering Active Attacks on RAFT-Based IoT Blockchain Networks,” IEEE Sensors Journal, vol. 23, no. 13, pp. 14691-14699, 2023.
[CrossRef] [Google Scholar] [Publisher Link]
[21] Rekha Goyat et al., “BENIGREEN: Blockchain-Based Energy-Efficient Privacy-Preserving Scheme for Green IoT,” IEEE Internet of Things Journal, vol. 10, no. 18, pp. 16480-16493, 2023.
[CrossRef] [Google Scholar] [Publisher Link]
[22] Zeeshan Raza, Irfan Ul Haq, and Muhammad Muneeb, “Agri-4-All: A Framework for Blockchain-Based Agricultural Food Supply Chains in the Era of Fourth Industrial Revolution,” IEEE Access, vol. 11, pp. 29851-29867, 2023.
[CrossRef] [Google Scholar] [Publisher Link]
[23] Jing Huey Khor et al., “Public Blockchain-Based Data Integrity Verification for Low-Power IoT Devices,” IEEE Internet of Things Journal, vol. 10, no. 14, pp. 13056-13064, 2023.
[CrossRef] [Google Scholar] [Publisher Link]