LEACH Based WSN Classification Using Supervised Machine Learning Algorithm
Shabnom Mustary, Mohammod Abul Kashem, Md. Nurul Islam Khan, Faruq Ahmed Jewel, Md. Monirul Islam, Saiful Islam · 2021
To form a WSN properly is very important with the desired throughput and lifetime. Properly forming of WSN with desired output is the key of successful operation of WSN. To main factor (throughput and lifetime) prediction based on various inputs can help the management to design the network. This paper introduced a new approach to predict class based on throughput and lifetime of LEACH based clustering protocol. The various supervised machine learning algorithm is used to predict classification and compare with them. The simulation results show that logistic regression can predict with 80% accuracy.