Journal of King Saud University - Computer and Information Sciences • Vol 35 • No 10
An optimal energy utilization model for precision agriculture in WSNs using multi-objective clustering and deep learning
October 2023 • V. Pandiyaraju, Sannasi Ganapathy, N. Mohith, A. Kannan
Wireless Sensor Networks (WSNs) play a crucial role in Precision Agriculture by providing real-time data on various environmental parameters like temperature, humidity, soil moisture, etc. However, the efficient utilization of energy in the sensor nodes of WSNs is a major challenge that needs to be addressed. To address this issue, a new multi-objective clustering approach is introduced in this work for grouping the sensor nodes of WSNs. Moreover, a multi-objective hybrid optimisation technique called Election bas…