Energy-Efficient Clustering-Based Mobile Routing Algorithm For Wireless Sensor Networks
Yıl: 2021 Cilt: 21 Sayı: 1 Sayfa Aralığı: 41 - 49 Metin Dili: İngilizce DOI: 10.5152/electrica.2021.20035 İndeks Tarihi: 31-05-2021
Energy-Efficient Clustering-Based Mobile Routing Algorithm For Wireless Sensor Networks
Öz: In this paper, we propose and investigate two types of algorithms for improving energy efficiency in wireless sensor networks. Clustering sensors inwireless sensor networks is considered an effective approach to prolonging network lifetime. In this paper, we divide the study area into clusters at30-m2 intervals. In each cluster, the sensor that is the closest to the cluster center and has the highest residual energy is selected as the cluster head. Inaddition, a mobile sink is used to reduce the energy consumption of the cluster heads. The mobile sink travels to all clusters starting with the nearestcluster and collects data from the cluster heads. In the first model, cluster head selection is performed and the mobile sink route is calculated using agreedy approach. In the second model, cluster head selection is performed using an artificial neural network, and the mobile sink route is calculatedusing a greedy approach. We compared our models with the energy-efficient scalable routing algorithm by the first node dies parameter, all nodes die,and the residual energy of the network for each round condition. The simulation results demonstrated that the proposed models improved the energyefficiency and extended the network lifetime
Anahtar Kelime: Belge Türü: Makale Makale Türü: Araştırma Makalesi Erişim Türü: Erişime Açık
- 1. C. Ma, W. Liang, M. Zheng, H. Sharif, "A connectivity-aware approximation algorithm for relay node placement in wireless sensor networks," IEEE Sensors Journal, vol. 16, no. 2, pp. 515-528, 2015. [Crossref]
- 2. Z. Fei, B. Li, S. Yang, C. Xing, H. Chen, L. Hanzo, "A survey of multi-objective optimization in wireless sensor networks: Metrics, algorithms, and open problems," IEEE Communications Surveys & Tutorials, vol. 19, no. 1, pp. 550-586, 2016. [Crossref]
- 3. S. Verma, P. Ranar, C. Gupta, "Efficient energy optimization in Wireless Mesh Network using cluster point," In 2015 1st International Conference on Next Generation Computing Technologies (NGCT), pp. 135-138, 2015. [Crossref]
- 4. P. Kashtriya, R. Kumar, G. Singh, "Energy Optimization Using Game Theory in Energy-Harvesting Wireless Sensor Networks," In 2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC) , pp. 472-476, 2018. [Crossref]
- 5. P. Nayak, A. Devulapalli, "A fuzzy logic-based clustering algorithm for WSN to extend the network lifetime," IEEE sensors journal, vol. 16, no. 1, pp. 137-144, 2015. [Crossref]
- 6. Y. Zhou, N. Wang, W. Xiang, "Clustering hierarchy protocol in wireless sensor networks using an improved PSO algorithm," IEEE Access, vol. 5, pp. 2241-2253, 2015. [Crossref]
- 7. T. A. Al-Janabi, H. S. Al-Raweshidy, "A centralized routing protocol with a scheduled mobile sink-based AI for large scale I-IoT," IEEE Sensors Journal, vol. 18, no. 24, pp. 10248-10261, 2018. [Crossref]
- 8. M. Abo-Zahhad, S. M. Ahmed, N. Sabor, S. Sasaki, "Mobile sinkbased adaptive immune energy-efficient clustering protocol for improving the lifetime and stability period of wireless sensor networks," IEEE Sensors Journal, vol. 15, no. 8, pp. 4576-4586, 2015. [Crossref]
- 9. M. Krishnan, Y. M. Jung, S. Yun, "An Improved Clustering with Particle Swarm Optimization-Based Mobile Sink for Wireless Sensor Networks," In 2018 2nd International Conference on Trends in Electronics and Informatics (ICOEI), pp. 1024-1028, 2018. [Crossref]
- 10. J. Singh, P. Sahni, S. Kaur, "Nature Inspired Approach based Energy Optimization using Dynamic Clustering in Wireless Sensor Networks," In 2018 International Conference on Computing, Power and Communication Technologies (GUCON), pp. 671-675, 2018. [Crossref]
- 11. O. O. Ogundile, M. B. Balogun, O. E. Ijiga, E. O. Falayi, "Energy-balanced and energy-efficient clustering routing protocol for wireless sensor networks," IET Communications, vol. 13, no. 10, pp. 1449-1457, 2019. [Crossref]
- 12. T. M. Behera, U. C. Samal, S. K. Mohapatra,"Energy-efficient modified LEACH protocol for IoT application," IET Wireless Sensor Systems, vol. 8, no. 5, pp. 223-228, 2018. [Crossref]
- 13. E. F. A. Elsmany, M. A. Omar, T. C. Wan, A. A. Altahir, "EESRA: Energy Efficient Scalable Routing Algorithm for Wireless Sensor Networks," IEEE Access, vol. 7, pp. 96974-96983, 2019. [Crossref]
- 14. R. Sharma, V. Vashisht, U. Singh "EEFCM-DE: energy-efficient clustering based on fuzzy C means and differential evolution algorithm in WSNs," IET Communications, vol. 13, no. 8, pp. 996-1007, 2019.[Crossref]
- 15. T. M. Behera, S. K. Mohapatra, U. C. Samal, M. S. Khan, M. Daneshmand, A. H. Gandomi, "Residual Energy Based Cluster-head Selection in WSNs for IoT Application," IEEE Internet of Things Journal, 2019. [Crossref]
- 16. D. Lin, Q. Wang, "An Energy-Efficient Clustering Algorithm Combined Game Theory and Dual-Cluster-Head Mechanism for WSNs," IEEE Access, vol. 7, pp. 49894-49905, 2019. [Crossref]
- 17. Y. Padmanaban, M. Muthukumarasamy, "Energy-efficient clustering algorithm for structured wireless sensor networks," IET Networks, vol. 7, no. 4, pp. 265-272, 2018. [Crossref]
- 18. K. Rajeswari, S. Neduncheliyan, "Genetic algorithm based fault tolerant clustering in wireless sensor network," Iet Communications, vol. 11, no. 12, pp. 1927-1932, 2017. [Crossref]
- 19. P. Nayak, B. Vathasavai, "Energy efficient clustering algorithm for multi-hop wireless sensor network using type-2 fuzzy logic," IEEE Sensors Journal, vol. 17, no. 14, pp. 4492-4499, 2017. [Crossref]
- 20. S. Deng, J. Li, L. Shen, "Mobility-based clustering protocol for wireless sensor networks with mobile nodes," IET wireless sensor systems, vol. 1, no. 1, pp. 39-47, 2011. [Crossref]
- 21. J. Zhang, R. Yan, "Centralized Energy-Efficient Clustering Routing Protocol for Mobile Nodes in Wireless Sensor Networks," IEEE Communications Letters, 2019. [Crossref]
- 22. X. Li, B. Keegan, F. Mtenzi, T. Weise, M. Tan, "Energy-Efficient Load Balancing Ant Based Routing Algorithm for Wireless Sensor Networks," IEEE Access, vol. 7, pp. 113182-113196, 2019. [Crossref]
- 23. J. W. Lee, J. J. Lee, " Ant-colony-based scheduling algorithm for energy-efficient coverage of WSN," IEEE sensors journal, vol. 12, no. 10, pp. 3036-3046, 2012. [Crossref]
- 24. D. Qin, J. Ma, Y. Zhang, P. Feng, P. Ji, T. M. Berhane, "Study on Connected Target Coverage Algorithm for Wireless Sensor Network," IEEE Access, vol. 6, pp. 69415-69425, 2018. [Crossref]
- 25. C. M. Yu, M. L. Ku, H. K. Lin, "A Hybrid Mesh-Ring Topology for Bluetooth Networks," In 2018 IEEE 5G World Forum (5GWF) pp. 520- 523, 2018.
- 26. S. Chand, B. Kumar, "Genetic algorithm-based meta-heuristic for target coverage problem," IET Wireless Sensor Systems, vol. 8, no. 4, pp. 170-175, 2018. [Crossref]
- 27. L Sayad, D. Aissani, L. Bouallouche-Medjkoune, "Placement optimization of wireless mesh routers using firefly optimization algorithm," In 2018 International Conference on Smart Communications in Network Technologies (SaCoNeT), pp. 144-148, 2018. [Crossref]
- 28. C. C. Lin, L. Shu, D. J. Deng, "Router node placement with service priority in wireless mesh networks using simulated annealing with momentum terms," IEEE Systems Journal, vol. 10, no. 4, pp. 1402-1411, 2014. [Crossref]
- 29. K. Derr, M. Manic, "Wireless sensor networks-Node localization for various industry problems," IEEE Transactions on Industrial Informatics, vol. 11, no. 3, pp.752-762, 2015. [Crossref]
| APA | karabekir b, AYDIN M, Zaim A (2021). Energy-Efficient Clustering-Based Mobile Routing Algorithm For Wireless Sensor Networks. , 41 - 49. 10.5152/electrica.2021.20035 |
| Chicago | karabekir baybars,AYDIN M.Ali,Zaim Abdul Halim Energy-Efficient Clustering-Based Mobile Routing Algorithm For Wireless Sensor Networks. (2021): 41 - 49. 10.5152/electrica.2021.20035 |
| MLA | karabekir baybars,AYDIN M.Ali,Zaim Abdul Halim Energy-Efficient Clustering-Based Mobile Routing Algorithm For Wireless Sensor Networks. , 2021, ss.41 - 49. 10.5152/electrica.2021.20035 |
| AMA | karabekir b,AYDIN M,Zaim A Energy-Efficient Clustering-Based Mobile Routing Algorithm For Wireless Sensor Networks. . 2021; 41 - 49. 10.5152/electrica.2021.20035 |
| Vancouver | karabekir b,AYDIN M,Zaim A Energy-Efficient Clustering-Based Mobile Routing Algorithm For Wireless Sensor Networks. . 2021; 41 - 49. 10.5152/electrica.2021.20035 |
| IEEE | karabekir b,AYDIN M,Zaim A "Energy-Efficient Clustering-Based Mobile Routing Algorithm For Wireless Sensor Networks." , ss.41 - 49, 2021. 10.5152/electrica.2021.20035 |
| ISNAD | karabekir, baybars vd. "Energy-Efficient Clustering-Based Mobile Routing Algorithm For Wireless Sensor Networks". (2021), 41-49. https://doi.org/10.5152/electrica.2021.20035 |
| APA | karabekir b, AYDIN M, Zaim A (2021). Energy-Efficient Clustering-Based Mobile Routing Algorithm For Wireless Sensor Networks. Electrica, 21(1), 41 - 49. 10.5152/electrica.2021.20035 |
| Chicago | karabekir baybars,AYDIN M.Ali,Zaim Abdul Halim Energy-Efficient Clustering-Based Mobile Routing Algorithm For Wireless Sensor Networks. Electrica 21, no.1 (2021): 41 - 49. 10.5152/electrica.2021.20035 |
| MLA | karabekir baybars,AYDIN M.Ali,Zaim Abdul Halim Energy-Efficient Clustering-Based Mobile Routing Algorithm For Wireless Sensor Networks. Electrica, vol.21, no.1, 2021, ss.41 - 49. 10.5152/electrica.2021.20035 |
| AMA | karabekir b,AYDIN M,Zaim A Energy-Efficient Clustering-Based Mobile Routing Algorithm For Wireless Sensor Networks. Electrica. 2021; 21(1): 41 - 49. 10.5152/electrica.2021.20035 |
| Vancouver | karabekir b,AYDIN M,Zaim A Energy-Efficient Clustering-Based Mobile Routing Algorithm For Wireless Sensor Networks. Electrica. 2021; 21(1): 41 - 49. 10.5152/electrica.2021.20035 |
| IEEE | karabekir b,AYDIN M,Zaim A "Energy-Efficient Clustering-Based Mobile Routing Algorithm For Wireless Sensor Networks." Electrica, 21, ss.41 - 49, 2021. 10.5152/electrica.2021.20035 |
| ISNAD | karabekir, baybars vd. "Energy-Efficient Clustering-Based Mobile Routing Algorithm For Wireless Sensor Networks". Electrica 21/1 (2021), 41-49. https://doi.org/10.5152/electrica.2021.20035 |
