Leveraging Gradient based Optimization based Unequal Clustering Algorithm for Hotspot Problem in Wireless Sensor Networks
Abstract
References
F. Zhu and J. Wei, "An energy-efficient unequal clustering routing protocol for wireless sensor networks," Int. J. Distrib. Sens. Netw., vol. 15, pp. 1550147719879384, 2019.
S. Phoemphon, C. So-In, P. Aimtongkham, and T. G. Nguyen, "An energy-efficient fuzzy-based scheme for unequal multihop clustering in wireless sensor networks," J. Ambient. Intell. Humaniz. Comput., vol. 12, pp. 873–895, 2020.
N. M. Shagari, M. Y. I. Idris, R. Bin Salleh, I. Ahmedy, G. Murtaza, and A. Q. B. M. Sabri, "A hybridization strategy using equal and unequal clustering schemes to mitigate idle listening for lifetime maximization of wireless sensor network," Wirel. Netw., vol. 27, pp. 2641–2670, 2021.
B. M. Sahoo and T. Amgoth, "An Improved Bat Algorithm for Unequal Clustering in Heterogeneous Wireless Sensor Networks," SN Comput. Sci., vol. 2, p. 290, 2021.
N. Moussa and A. E. B. E. Alaoui, "An energy-efficient cluster-based routing protocol using unequal clustering and improved ACO techniques for WSNs," Peer-to-Peer Netw. Appl., vol. 14, pp. 1334–1347, 2021.
H. Zhang, "A WSN Clustering Multi-Hop Routing Protocol Using Cellular Virtual Grid in IoT Environment," Math. Probl. Eng., vol. 2020, p. 8886687, 2020.
S. Arjunan and P. Sujatha, "Corrigendum to ‘A survey on unequal clustering protocols in Wireless Sensor Networks," J. King Saud Univ. Comput. Inf. Sci., vol. 33, pp. 304–317, 2021.
A. Jasim, M. Idris, S. R. Bin Azzuhri, N. Issa, M. Rahman, and M. Khyasudeen, "Energy-Efficient Wireless Sensor Network with an Unequal Clustering Protocol Based on a Balanced Energy Method (EEUCB)," Sensors, vol. 21, p. 784, 2021.
D. Agrawal and S. Pandey, "Load balanced fuzzy-based unequal clustering for wireless sensor networks assisted Internet of Things," Eng. Rep., vol. 2, p. e12130, 2020.
R. Vinodhini and C. Gomathy, "Fuzzy Based Unequal Clustering and Context-Aware Routing Based on Glow-Worm Swarm Optimization in Wireless Sensor Networks: Forest Fire Detection," Wirel. Pers. Commun., vol. 118, pp. 3501–3522, 2021.
I. K. Gupta, A. K. Mishra, T. D. Diwan, and S. Srivastava, "Unequal clustering scheme for hotspot mitigation in IoTenabled wireless sensor networks based on fire hawk optimization," Computers and Electrical Engineering, vol. 107, p. 108615, 2023.
K. Jaiswal and V. Anand, "A Grey-Wolf based Optimized Clustering approach to improve QoS in wireless sensor networks for IoT applications," Peer-to-Peer Networking and Applications, vol. 14, pp. 1943-1962, 2021.
J. Amutha, S. Sharma, and S. K. Sharma, "Hybrid based optimization with unequal clustering and mobile sink for wireless sensor networks," in 2022 6th International Conference on Intelligent Computing and Control Systems (ICICCS), pp. 722-728, May 2022.
H. Alsolai, M. Maashi, M. K. Saeed, A. Mohamed, M. Assiri, S. Abdelbagi, S. Drar, and A. A. Abdelmageed, "Leveraging Metaheuristic Unequal Clustering for Hotspot Elimination in Energy-Aware Wireless Sensor Networks," Sensors, vol. 23, no. 5, p. 2636, 2023.
D. Agrawal and S. Pandey, "Optimization of the selection of cluster-head using fuzzy logic and harmony search in wireless sensor networks," Int. J. Commun. Syst., vol. 34, no. 13, p. e4391, 2021.
S. Avdhesh Yadav and T. Poongoodi, "A novel optimized routing technique to mitigate hot‐spot problem (NORTH) for wireless sensor network‐based Internet of Things," Int. J. Commun. Syst., vol. 35, no. 16, p. e5314, 2022.
M. Devika and S. M. Shaby, "Optimizing Wireless Sensor Networks: A Deep Reinforcement Learning-Assisted Butterfly Optimization Algorithm in MOD-LEACH Routing for Enhanced Energy Efficiency," Int. J. Comput. and Exp. Sci. and Eng., vol. 10, no. 4, 2024.
A. Jain, K. K. Pattanaik, and A. Kumar, "Energy and congestion aware routing based on hybrid gradient fields for wireless sensor networks," Wireless Networks, vol. 27, pp. 175–193, 2021.
X. Zhou and Y. Liu, "A genetic algorithm-based clustering approach for wireless sensor networks," Computers and Electrical Engineering, vol. 90, p. 106951, 2021.
A. Sharma, A. Bansal, and A. Gupta, "Reinforcement learning-based adaptive clustering for wireless sensor networks," IEEE Internet of Things Journal, vol. 8, no. 6, pp. 4081–4090, 2021.
R. Kumar and R. Singh, "Grey wolf optimization based energy-efficient routing protocol for wireless sensor networks," Wireless Networks, vol. 26, no. 5, pp. 3431–3440, 2020.
D. Yadav, A. Sharma, and N. Saxena, "A hybrid PSO-SA based clustering approach for energy-efficient wireless sensor networks," Wireless Personal Communications, vol. 112, no. 4, pp. 2595–2615, 2020.
S. Mirjalili, "The ant lion optimizer," Advances in Engineering Software, vol. 83, pp. 80-98, 2015.
S. M. A. Altbawi, A. S. B. Mokhtar, T. A. Jumani, I. Khan, N. N. Hamadneh, and A. Khan, "Optimal design of Fractional order PID controller based Automatic voltage regulator system using gradient-based optimization algorithm," J. King Saud Univ.-Eng. Sci., vol. 33, pp. 304–317, 2021.
T. Sharma, D. N. Reddy, C. Kaur, S. R. Godla, R. Salini, A. Gopi, and Y. A. Baker El-Ebiary, "Federated Convolutional Neural Networks for Predictive Analysis of Traumatic Brain Injury: Advancements in Decentralized Health Monitoring," Int. J. Adv. Comput. Sci. & Appl., vol. 15, no. 4, 2024.
Refbacks
- There are currently no refbacks.
Indonesian Journal of Electrical Engineering and Informatics (IJEEI)
ISSN 2089-3272
This work is licensed under a Creative Commons Attribution 4.0 International License.