Design of QoS Aware Routing Protocol for IoT Assisted Clustered WSN

被引:4
|
作者
Dutta, Ashit Kumar [1 ]
Srinivasan, S. [2 ]
Rao, Bobbili Prasada [3 ]
Hemalatha, B. [4 ]
Pustokhina, Irina, V [5 ]
Pustokhin, Denis A. [6 ]
Joshi, Gyanendra Prasad [7 ]
机构
[1] Almaarefa Univ, Coll Appl Sci, Dept Comp Sci & Informat Syst, Riyadh 13713, Saudi Arabia
[2] Saveetha Inst Med & Tech Sci, Saveetha Sch Engn, Chennai 602105, Tamil Nadu, India
[3] Vignans Inst Informat Technol, Dept Elect & Elect Engn, Visakhapatnam 530049, Andhra Pradesh, India
[4] Thirumalai Engn Coll, Dept Elect & Commun Engn, Kancheepuram 631551, India
[5] Plekhanov Russian Univ Econ, Dept Entrepreneurship & Logist, Moscow 117997, Russia
[6] State Univ Management, Dept Logist, Moscow 109542, Russia
[7] Sejong Univ, Dept Comp Sci & Engn, Seoul 05006, South Korea
来源
CMC-COMPUTERS MATERIALS & CONTINUA | 2022年 / 71卷 / 02期
关键词
Internet of things;   wireless sensor networks; clustering; routing; metaheuristics; cluster head selection; QoS parameters;
D O I
10.32604/cmc.2022.023657
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In current days, the domain of Internet of Things (IoT) and Wireless Sensor Networks (WSN) are combined for enhancing the sensor related data transmission in the forthcoming networking applications. Clustering and routing techniques are treated as the effective methods highly used to attain reduced energy consumption and lengthen the lifetime of the WSN assisted IoT networks. In this view, this paper presents an Ensemble of Metaheuristic Optimization based QoS aware Clustering with Multihop Routing (EMOQoSCMR) Protocol for IoT assisted WSN. The proposed EMO-QoSCMR protocol aims to achieve QoS parameters such as energy, throughput, delay, and lifetime. The proposed model involves two stage processes namely clustering and routing. Firstly, the EMO-QoSCMR protocol involves crossentropy rain optimization algorithm based clustering (CEROAC) technique to select an optimal set of cluster heads (CHs) and construct clusters. Besides, oppositional chaos game optimization based routing (OCGOR) technique is employed for the optimal set of routes in the IoT assisted WSN. The proposed model derives a fitness function based on the parameters involved in the IoT nodes such as residual energy, distance to sink node, etc. The proposed EMOQoSCMR technique has resulted to an enhanced NAN of 64 nodes whereas protocol has been evaluated interms of energy efficiency and network lifetime.
引用
收藏
页码:3785 / 3801
页数:17
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