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Optimized mobility management for RPL/6LoWPAN based IoT network architecture using the firefly algorithm
Microprocessors and Microsystems ( IF 1.9 ) Pub Date : 2020-07-03 , DOI: 10.1016/j.micpro.2020.103193
K Manikannan , V Nagarajan

RPL (Routing Protocol for low-power and Lossy Networks) is a new attractive model that secures the networks from different routing risks. The dynamic environment and limited resources motivated the research towards identifying a stable, reliable, energy efficient, and scalable routing design. IPv6 over low-power Wireless Personal Area Network (6LoWPAN) is a standard RPL IPv6 routing protocol that provides Low power and Lossy Networks (LLNs) interoperability. In this research work, an energy efficient and optimization-based mobility management framework in RPL routing protocol was proposed (mRPL-based firefly optimization algorithm) to achieve a reliable and stable protocol. From the results, it can be inferred that the proposed system (mRPL+firefly optimizer) showed better performance with regard to the Packet_Delivery_Ratio (PDR), number of hops, End_To_End delay and power consumption when compared to existing systems: RPL, mRPL, mRPL+PSO, and mRPL+ACO. The experimental outcome showed that the proposed system improved the PDR on an average of 2.31% in comparison with existing systems.



中文翻译:

使用萤火虫算法针对基于RPL / 6LoWPAN的IoT网络架构优化移动性管理

RPL(低功耗有损网络的路由协议)是一种新的有吸引力的模型,可确保网络免受不同的路由风险。动态环境和有限的资源推动了该研究的发展,以寻求一种稳定,可靠,节能和可扩展的路由设计。低功耗无线个人局域网(6LoWPAN)上的IPv6是标准的RPL IPv6路由协议,可提供低功耗和有损网络(LLN)互操作性。在这项研究工作中,提出了一种在RPL路由协议中基于能源效率和优化的移动性管理框架(基于mRPL的萤火虫优化算法),以实现可靠稳定的协议。从结果可以推断出,建议的系统(mRPL + firefly优化器)在Packet_Delivery_Ratio(PDR),跳数,与现有系统(RPL,mRPL,mRPL + PSO和mRPL + ACO)相比,End_To_End延迟和功耗。实验结果表明,与现有系统相比,该系统平均可提高PDR 2.31%。

更新日期:2020-07-03
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