Wireless Sensor Network Coverage Algorithm Based on Deep Forest

Abstract

Wireless Sensor Network (WSN) is an information collection and management technology, and it is a research hotspot in the global information field. It has incomparable superiority with traditional technologies in military applications, environmental monitoring and Internet of Things applications. How to choose the most appropriate coverage deployment strategy according to the requirements of the application environment is a key issue that needs to be resolved through WSN. This paper aims to study the WSN coverage algorithm based on deep forest. Based on the analysis of the characteristics of WSN, the core technology of WSN and the application scenarios of WSN, an improved WSN coverage algorithm based on deep forest is proposed and simulated. Experimental results show that the improved algorithm is better than the original algorithm in maintaining network coverage, and the improved algorithm effectively improves the uneven energy distribution in the network, avoids the premature death of nodes, and improves the quality of network service.