Energy Efficient Data Aggregation Approach for Sensor Network using Trust Mechanism

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Ayush Sharma
Dr. Sunny Arora

Abstract

A wireless sensor network consists of numerous sensor nodes which are capable of entering and departing from the network according to their wish. The implementation of sensor networks is done at far places and they are small-sized. Thus, energy consumption becomes the main issue of WSN. Due to the limited energy of sensor nodes, the data that is collected from the intended environment is sent directly to the main station. The sink node receives the data that several sensor nodes send. The decision-making process is implemented by identifying and removing similarities between the data from various sensor nodes. In addition, the sink makes the deployment of obtained data locally as well as transmits these data to the networks which are executed far away. The existing research work employs CTNR, an energy-efficient protocol that is capable of enhancing the duration of WSN. The CTNR protocol consists of two-level hierarchies for mitigating the energy utilized in WSN. This protocol assists in choosing the CHs (cluster heads) on the basis of distance and energy. This work will focus on enhancing the CTNR routing algorithm so that the life span of the network can be prolonged.

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How to Cite
[1]
Ayush Sharma and Dr. Sunny Arora , Trans., “Energy Efficient Data Aggregation Approach for Sensor Network using Trust Mechanism”, IJRTE, vol. 12, no. 2, pp. 84–90, Jul. 2023, doi: 10.35940/ijrte.B7809.0712223.
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How to Cite

[1]
Ayush Sharma and Dr. Sunny Arora , Trans., “Energy Efficient Data Aggregation Approach for Sensor Network using Trust Mechanism”, IJRTE, vol. 12, no. 2, pp. 84–90, Jul. 2023, doi: 10.35940/ijrte.B7809.0712223.
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References

G. Fortino, L. Fotia, F. Messina, D. Rosaci and G. M. L. Sarné, "Trust and Reputation in the Internet of Things: State-of-the-Art and Research Challenges," in IEEE Access, vol. 8, pp. 60117-60125, 2020

R. Rani, S. Kumar and U. Dohare, "Trust Evaluation for Light Weight Security in Sensor Enabled Internet of Things: Game Theory Oriented Approach," in IEEE Internet of Things Journal, vol. 6, no. 5, pp. 8421-8432, Oct. 2019,

E. M. Abou-Nassar, A. M. Iliyasu, P. M. El-Kafrawy, O. -Y. Song, A. K. Bashir and A. A. A. El-Latif, "DITrust Chain: Towards Blockchain-Based Trust Models for Sustainable Healthcare IoT Systems," in IEEE Access, vol. 8, pp. 111223-111238, 2020

M. Bahutair, A. Bouguettaya and A. G. Neiat, "Multi-Perspective Trust Management Framework for Crowdsourced IoT Services," in IEEE Transactions on Services Computing, vol. 15, no. 4, pp. 2396-2409, 1 July-Aug. 2022

S. V. Shankhpal and S. H. Brahmananda, "Design and Development of trust management scheme for the Internet of Things based on the optimization algorithm," 2020 IEEE 9th International Conference on Communication Systems and Network Technologies (CSNT), Gwalior, India, 2020, pp. 207-211

A. Salunke and S. Bhambar, "Comparative Study of Trust and Reputation Security Models in IoT Networks," 2019 International Conference on Intelligent Computing and Control Systems (ICCS), Madurai, India, 2019, pp. 830-835

Y. Liu, C. Zhang, Y. Yan, X. Zhou, Z. Tian and J. Zhang, "A Semi-centralized Trust Management Model Based on Blockchain for Data Exchange in IoT System," in IEEE Transactions on Services Computing

S. Asiri and A. Miri, "A Sybil Resistant IoT Trust Model Using Blockchains," 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), Halifax, NS, Canada, 2018, pp. 1017-1026

K. M. Sadique, R. Rahmani and P. Johannesson, "Trust in the Internet of Things: An architecture for the future IoT network," 2018 International Conference on Innovation in Engineering and Technology (ICIET), Dhaka, Bangladesh, 2018, pp. 1-5

C. V. L. Mendoza and J. H. Kleinschmidt, "Defense for selective attacks in the IoT with a distributed trust management scheme," 2016 IEEE International Symposium on Consumer Electronics (ISCE), Sao Paulo, Brazil, 2016, pp. 53-54

Z. Lin and L. Dong, "Clarifying Trust in Social Internet of Things," in IEEE Transactions on Knowledge and Data Engineering, vol. 30, no. 2, pp. 234-248, 1 Feb. 2018

C. Lewis, N. Li and V. Varadharajan, "Targeted Context-based Attacks on Trust Management Systems in IoT," 2023 in IEEE Internet of Things Journal

I.Souissi, N. B.Azzouna and L. B. Said, “A multi-level study of information trust models in WSN-assisted IoT”, Computer Networks, vol. 151, pp. 12-30, 14 March 2019

Y. Liu, C. Zhang, Y. Yan, X. Zhou, Z. Tian and J. Zhang, "A Semi-centralized Trust Management Model Based on Blockchain for Data Exchange in IoT System," in IEEE Transactions on Services Computing, vol. 24, no. 3, pp. 782-794, 2022

N. Li, V. Varadharajan and S. Nepal, "Context-Aware Trust Management System for IoT Applications with Multiple Domains," 2019 IEEE 39th International Conference on Distributed Computing Systems (ICDCS), Dallas, TX, USA, 2019, pp. 1138-1148

A. A. Adewuyi, H. Cheng, Q. Shi, J. Cao, Á. MacDermott and X. Wang, "CTRUST: A Dynamic Trust Model for Collaborative Applications in the Internet of Things," in IEEE Internet of Things Journal, vol. 6, no. 3, pp. 5432-5445, June 2019

A. Kavitha et al., "Security in IoT Mesh Networks Based on Trust Similarity," in IEEE Access, vol. 10, pp. 121712-121724, 2022

B. Shala, U. Trick, A. Lehmann, B. Ghita and S. Shiaeles, "Blockchain and Trust for Secure, End-User-Based and Decentralized IoT Service Provision," in IEEE Access, vol. 8, pp. 119961-119979, 2020

W. Ma, X. Wang, M. Hu and Q. Zhou, "Machine Learning Empowered Trust Evaluation Method for IoT Devices," in IEEE Access, vol. 9, pp. 65066-65077, 2021

N. Javaid, "A Secure and Efficient Trust Model for Wireless Sensor IoTs Using Blockchain," in IEEE Access, vol. 10, pp. 4568-4579, 2022

E. M. Abou-Nassar, A. M. Iliyasu, P. M. El-Kafrawy, O. -Y. Song, A. K. Bashir and A. A. A. El-Latif, "DITrust Chain: Towards Blockchain-Based Trust Models for Sustainable Healthcare IoT Systems," in IEEE Access, vol. 8, pp. 111223-111238, 2020

G. Joshi and V. Sharma, "Light-Weight Hidden Markov Trust Evaluation Model for IoT network," 2021 Fifth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC), Palladam, India, 2021, pp. 142-149

M. Ebrahimi, M. S. Haghighi, A. Jolfaei, N. Shamaeian and M. H. Tadayon, "A Secure and Decentralized Trust Management Scheme for Smart Health Systems," in IEEE Journal of Biomedical and Health Informatics, vol. 26, no. 5, pp. 1961-1968, May 2022

F. Li, G. White and S. Clarke, "A Trust Model for SLA Negotiation Candidates Selection in a Dynamic IoT Environment," in IEEE Transactions on Services Computing, vol. 15, no. 5, pp. 2565-2578, 1 Sept.-Oct. 2022.