Energy and trust-aware hybrid optimisation for RPL routing in mobile internet of things

Prabhavathi, C. and Meera, S. (2025) Energy and trust-aware hybrid optimisation for RPL routing in mobile internet of things. International Journal of Wireless and Mobile Computing, 28 (3). pp. 273-288. ISSN 1741-1084

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Abstract

The RPL specification encrypts control messages, but internal attackers and self-serving behaviour can still exploit RPL. To encounter the issues of the lack of robust security mechanisms in RPL, this paper concentrates on the modelling of energy and trust-aware RPL routing models in mobile IoT via an advanced hybrid optimisation algorithm. This proposes the algorithm Manta-Ray Updated White Shark Optimisation (MRUWSO). The four stages are: DIO messages are broadcast by the root node, and every node that receives a DIO message updates its routing tables with the root. The optimal route establishment is done by a proposed MRUWSO algorithm. Thirdly, optimal routing will be done under the improved trust evaluation function that ensures the authentication. Lastly, if the preferred parent changes or a route is updated, every time, a DAO message needs to be sent. The proposed MRUWSO attained a minimal delay of 1.21×e−07 under 500 nodes which is superior.

Item Type: Article
Subjects: Computer Applications > Intelligent Systems
Computer Science Engineering > Overfitting
Domains: Computer Science Engineering
Depositing User: Mr Tech Mosys
Date Deposited: 22 Aug 2025 04:15
Last Modified: 22 Aug 2025 04:15
URI: https://ir.vistas.ac.in/id/eprint/10310

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