军事数据融合概念方法研究

现代战争中,要保持信息优势,必须建立适合新环境的指挥控制信息系统。但是信息超载,信息的不完整和不确定等情况对信息系统的设计提出了新的挑战。结合当前信息融合框架和实践的经验,提出了数据建模和管理的五维结构:空间(x,y,z),时间(t)和可能的世界(w),基于系统的目标和准确的需求分析,提出了一个军事信息系统设计的框架。用数据分析、数据融合方法和推理技术来完成数据的获取和资源的管理,提出增加具有优化能力的智能组件实现系统的学习能力,提高系统的性能。

Research on Conceptual Approach for Military Data Fusion

In order to keep information superiority,command & control information system must be developed in complex warfare context.Information overload,and uncompleted and uncertain data made military information system design a challenge.Based on a merge between the existing fusion frameworks and practice experience in data fusion,a five-dimension structure is proposed for data modeling and management: space(x,y,z),time(t) and possible worlds(w).This paper proposes process for military information system design.Specifically,the design is based on system objectives and accuracy requirements.The paper analyzes the meaning of that data analysis,data fusion and inference technology in data exploitation and resource management.A learning process could enhance the system by an intelligent component.