Efficient Generation Of Battlefield Data Samples And Organization Management

To win a modern war,commanders must always have an accurate and rapid understanding of the battlefield situation,which depends on precise model of battlefield situation understanding.The application and validation for model of battlefield situation understanding need oceans of battlefield data samples.Only through continuous testing with a large number of battlefield data samples can further improve the model of battlefield situation understanding.In peacetime,it is common to collect battlefield data through military exercises.In this process,all kinds of resources consumed will be unaffordable.In view of the above problems,this paper attempts to study the efficient generation and organization management of battlefield data samples against the background of land battlefield.In addition,in subsequent chapters,the battlefield described in this paper refers to land battlefield unless specifically stated.Firstly,this paper explains some basic concepts and technologies.For instance,the formal description and generation rules of battlefield data samples,meta-model and metadata of battlefield elements,which is the basis of the following chapters.Then,this paper analyzes the composition of battlefield elements in detail,mainly including the classification standard of battlefield elements and the hierarchical structure of battlefield elements.In order to unify the representation of battlefield elements and standardize the interaction relationships between them,this paper attempts to construct battlefield elements meta-model and metadata in specific scenarios.Under the background of urban residential battle,this paper defines various meta-models of force elements and metadata of terrain elements.Based on that,this paper establishes efficient generation models and algorithms of battlefield data samples,which mainly generates battlefield terrain data samples and force confrontation data samples.Finally,this paper attempts to organize and manage huge battlefield data samples in the graph database.This paper standardizes the representation of battlefield elements by defining battlefield elements meta-model and metadata,which provides a way for standardized management of military data.By establishing an efficient generation model for battlefield data samples will solve the problem of lacking battlefield data samples.Managing battlefield data samples with graph database technology will conveniently provide the service of using battlefield data samples.