A novel cluster-based routing protocol for WSN-enabled IoT using water-cycle algorithm

被引:1
|
作者
Xue, Hongying [1 ]
Zhang, Zhiqiang [2 ]
Zhang, Yifan [3 ]
机构
[1] Linzhou Architectural Vocat & Tech Coll, Artificial Intelligence Dept, Anyang 455000, Henan, Peoples R China
[2] Linzhou Architectural Vocat & Tech Coll, Ctr Continuing Educ, Anyang 455000, Henan, Peoples R China
[3] Anyang 1 Middle Sch, Anyang 455000, Henan, Peoples R China
来源
关键词
Internet of things; Energy efficiency; Routing; Clustering;
D O I
10.1007/s43538-023-00184-8
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The Internet of Things (IoT) creates an environment where things are permitted to act, hear, listen, and talk. IoT items can be anything, from simple sensors to smart devices, that can exchange information with or without human intervention. Although wireless knots have positive effects, their use poses some challenges. The main concern with this technology is the limited availability of resources, including storage, processing power, and energy. Among all the challenges, energy Using up poses the most significant challenge. A common method of addressing this issue is to design optimal routing patterns using exploratory methods. This article offers an algorithm for clustering dense, randomly distributed, and heterogeneous IoT networks based on the Water-Cycle Algorithm called CC-WCA. Clustering and Software-defined networking (SDN) are combined with the WCA algorithm to achieve enhanced efficiency. Model results indicate that CC-WCA performs better than previous methods regarding energy using up, throughput, and lattice longevity.
引用
收藏
页码:724 / 730
页数:7
相关论文
共 50 条
  • [41] An energy efficient load balanced cluster-based routing using ant colony optimization for WSN
    Guleria, Kalpna
    Verma, Anil Kumar
    INTERNATIONAL JOURNAL OF PERVASIVE COMPUTING AND COMMUNICATIONS, 2018, 14 (3-4) : 233 - 246
  • [42] SecDL: QoS-Aware Secure Deep Learning Approach for Dynamic Cluster-Based Routing in WSN Assisted IoT
    Sujanthi, S.
    Nithya Kalyani, S.
    WIRELESS PERSONAL COMMUNICATIONS, 2020, 114 (03) : 2135 - 2169
  • [43] CROP: Cluster-based Routing using Optimized Framework for IoT-based Precision Agriculture
    Verma, Sandeep
    Kaur, Satnam
    Adhya, Aneek
    Kaddoum, Georges
    Brik, Bouziane
    ICC 2023-IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, 2023, : 4725 - 4730
  • [44] SecDL: QoS-Aware Secure Deep Learning Approach for Dynamic Cluster-Based Routing in WSN Assisted IoT
    S. Sujanthi
    S. Nithya Kalyani
    Wireless Personal Communications, 2020, 114 : 2135 - 2169
  • [45] Bio-Inspired Energy-Efficient Cluster-Based Routing Protocol for the IoT in Disaster Scenarios
    Ahmed, Shakil
    Hossain, Md Akbar
    Chong, Peter Han Joo
    Ray, Sayan Kumar
    SENSORS, 2024, 24 (16)
  • [46] A Traffic-Aware and Cluster-Based Energy Efficient Routing Protocol for IoT-Assisted WSNs
    Gul, Hina
    Ullah, Sana
    Kim, Ki-Il
    Ali, Farman
    CMC-COMPUTERS MATERIALS & CONTINUA, 2024, 80 (02): : 1831 - 1850
  • [47] An energy-efficient routing protocol based on particle swarm clustering algorithm and inter-cluster routing algorithm for WSN
    Xia Li
    Wang Gang
    Liu Zongqi
    Zhang Yanyan
    2013 25TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2013, : 4029 - 4033
  • [48] Energy-aware Routing Algorithm In Wireless Sensor Networks Using Water-cycle Algorithm And Fuzzy Logic System
    Li, Yinghua
    JOURNAL OF APPLIED SCIENCE AND ENGINEERING, 2024, 27 (12): : 3635 - 3644
  • [49] Energy efficient cluster-based routing protocol for WSN using multi-strategy fusion snake optimizer and minimum spanning tree
    Yang, Le
    Zhang, Damin
    Li, Lun
    He, Qing
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [50] A Novel Hybrid Optimization for Cluster-Based Routing Protocol in Information-Centric Wireless Sensor Networks for IoT Based Mobile Edge Computing
    Vaiyapuri, Thavavel
    Parvathy, Velmurugan Subbiah
    Manikandan, V.
    Krishnaraj, N.
    Gupta, Deepak
    Shankar, K.
    WIRELESS PERSONAL COMMUNICATIONS, 2022, 127 (01) : 39 - 62