Energy Efficient Heterogeneous WNS Clustering Using Machine Learning
Keywords:HWSN, Clustering, Energy Efficient.
Heterogeneous wireless sensor network (HWSN) fulfills the requirements of researchers in the design of real-life application to resolve the issues of unattended problem. Wireless sensor networks are used in diverse areas such as battlefields, security, hospitals, universities, etc. It has been used in our everyday lives. Its development is rising day by day. Wireless sensor network includes hundreds to thousands of sensor nodes which aid in gathering various information like temperature, sound, location, etc. Recharging or modifying sensor nodes which might have limited battery power is usually difficult. Therefore, energy conservation is a crucial concern in sustaining the network. Clustering the networks is definitely one of the most common solutions for rendering WSNs energy. In this paper, review and compare different energy-efficient clustering protocols for WSNs
Santosh Anand, Manoj K.C, " A Survey on Clustering Approaches to Strengthen the Performance of Wireless
Sensor Network," in IEEE xplore, September 2020.
Ling Chen, Wenwen Liu, Daofu Gong, Yan Chen, “Clustering and Routing Optimization Algorithm for Heterogeneous Wireless Sensor Networks," in IEEE, 2020.
Jayant Kumar Rout,” A Novel Clustering Protocol in Wireless Sensor Network, “in IEEE, 2019.
Abhishek Prajapati, Vinay Kumar, Prince Rajpoot, Kumkum Dubey, Shubham Harsh Singh, Neetu Verma,” Multi-Objective Heterogeneous Clustering Approach for Efficient-Energy Optimization in WSN,”in IEEE,2019.
Kumkum Dubey, Adarsh Kumar Yadav, Pappu Kumar, Prashant Shekhar, Prince Rajpoot, Shobhit Kumar,” Power Optimization Algorithm for Heterogeneous WSN using Multiple Attributes,”IEEE,2019.
Sushant Kumar, Aman Gupta, Kumar Shaurya, Shashank Kumar, Amrit Mukherjee,” Energy based Clustering Heterogeneous Wireless Sensor Network: A Study,”IEEE, 2018.
Piyush Rawat, Siddhartha Chauhan,” Energy Efficient Clustering in Heterogeneous Environment,”IEEE Xplore, 2018.
Deep Kumar Bangotra , Yashwant Singh ,Arvind Selwal,” Machine Learning in Wireless Sensor Networks:Challenges and Opportunities,”IEEE, December 2018.
Sonam Maurya, Vinod Kumar Jain,” Enhanced EECP: Enhanced Energy Efficient Coverage Preserving Protocol for Heterogeneous Wireless Sensor Networks,”IEEE,2018.
Himanshu Ranjan Seth,, Chiranjeev Kumar,, Haider Banka ,” Real-Time Implementation of Energy-Efficient Clustering Protocol in WSN”IEEE,2018.
Shashi Bhushan, Raju Pal, Svetlana G Antoshchuk,” Energy Efficient Clustering Protocol for Heterogeneous Wireless Sensor Network: A Hybrid Approach using GA and Kmeans,”IEEE,august 2018.
Anurag Chatap, Sumedha Sirsikar,” Review On Various Routing Protocols For Heterogeneous Wireless SensorNetwork,”IEEE, 2017.
How to Cite
Copyright (c) 2021 Kamini Maheshwar, Dr. S. Veenadhari , Almelu
This work is licensed under a Creative Commons Attribution 4.0 International License.
IJOSCIENCE follows an Open Journal Access policy. Authors retain the copyright of the original work and grant the rights of publication to the publisher with the work simultaneously licensed under a Creative Commons CC BY License that allows others to distribute, remix, adapt, and build upon your work, even commercially, as long as they credit you for the original creation. Authors are permitted to post their work in institutional repositories, social media or other platforms.
Under the following terms:
- No additional restrictions — You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.