Analysis of Energy Loss in Data Communication the Customized Sensor Based Computational Network

Abstract

newline The energy analysis of various routing algorithms in our research project has provided valuable insights into their performance in wireless networks. The study focused on the average energy of nodes, network lifetime, and the occurrence of dead nodes over a series of rounds. The results demonstrated that during the initial stages of the simulation, all algorithms maintained relatively stable energy levels and network lifetime. However, after a certain number of rounds, there was a significant increase in energy dissipation, leading to a decrease in both average node energy and network lifetime. This decline indicated a potential deterioration in network performance over time for most algorithms. Notably, two algorithms, DEEC and the proposed MMMREP, exhibited superior performance compared to others. These algorithms showcased remarkable stability in preserving energy and maintaining network life even as the simulation progressed. They consistently outperformed the rest by effectively managing energy resources and minimizing the occurrence of dead nodes. In conclusion, the results stress the need for careful consideration when choosing a routing algorithm for wireless networks with limited power resources. DEEC and the proposed MMMREP demonstrated promising results in terms of energy efficiency and network longevity.