A Novel Hybrid Optimization for Cluster-Based Routing Protocol in Information-Centric Wireless Sensor Networks for IoT Based Mobile Edge Computing

被引:73
作者
Vaiyapuri, Thavavel [1 ]
Parvathy, Velmurugan Subbiah [2 ]
Manikandan, V. [3 ]
Krishnaraj, N. [4 ]
Gupta, Deepak [5 ]
Shankar, K. [6 ]
机构
[1] Prince Sattam Bin Abdulaziz Univ, Coll Comp Engn & Sci, Al Kharj, Saudi Arabia
[2] Kalasalingam Acad Res & Educ, Dept Elect & Commun Engn, Krishnankoil, India
[3] Lebanese French Univ, Res Ctr, Erbil 44001, Iraq
[4] SRM Inst Sci & Technol, Sch Comp, Kattankulathur 603203, Tamilnadu, India
[5] Maharaja Agrasen Inst Technol, Dept Comp Sci & Engn, Delhi, India
[6] Alagappa Univ, Dept Comp Applict, Karaikkudi, India
关键词
Clustering; Routing; Information centric networking; Mobile Edge Computing; Wireless sensor networks; Metaheuristics; ALGORITHM;
D O I
10.1007/s11277-021-08088-w
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
In present days, the utilization of mobile edge computing (MEC) and Internet of Things (IoT) in mobile networks offers a bottleneck in the evolving technological requirements. Wireless Sensors Network (WSN) become an important component of the IoT and is the major source of big data. In IoT enabled WSN, a massive amount of data collection generated from a resource-limited network is a tedious process, posing several challenging issues. Traditional networking protocols offer unfeasible mechanisms for large-scaled networks and might be applied to IoT platform without any modifications. Information-Centric Networking (ICN) is a revolutionary archetype which that can resolve those big data gathering challenges. Employing the ICN architecture for resource-limited WSN enabled IoT networks may additionally enhance the data access mechanism, reliability challenges in case of a mobility event, and maximum delay under multihop communication. In this view, this paper proposes an IoT enabled cluster based routing (CBR) protocol for information centric wireless sensor networks (ICWSN), named CBR-ICWSN. The proposed model undergoes a black widow optimization (BWO) based clustering technique to select the optimal set of cluster heads (CHs) effectively. Besides, the CBR-ICWSN technique involves an oppositional artificial bee colony (OABC) based routing process for optimal selection of paths. A series of simulations take place to verify the performance of the CBR-ICWSN technique and the results are examined under several aspects. The experimental outcome of the CBR-ICWSN technique has outperformed the compared methods interms of network lifetime and energy efficiency.
引用
收藏
页码:39 / 62
页数:24
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