Research on Multi-target Coverage UAV Network Layout Method Based on Data Analysis Algorithm
Xuebin Liu, Hanshan Li, Lu He · 2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA) · 2022
Multi-objective overlay is a new comprehensive concept that can satisfy multiple constraints and performance metrics while having multiple objective functions independent of the system and is widely used in many fields such as military, aerospace and industry. At the same time, it can meet various requirements for system resources and security in different situations. This paper firstly analyzes the application of data analysis method in UAV network layout method, which mainly performs data screening, data pre-processing, decision tree classification on the collected data, and then plans the UAV network by decision tree classification; secondly, it introduces the multi-objective coverage model of UAV sensors and introduces two commonly used models; finally, this paper studies the data analysis algorithm based on the multi- target coverage UAV network layout method based on data analysis algorithm.