Challenges and trends in intelligent military information system
GUO Sheng-ming
HE Xiao-yuan
HU Xiao-feng
WU Lin
OU Wei
Abstract：The military information system,as the amplifier of system of systems (SoS) effectiveness,have made dramatic achievements in recent decades.However,it still faced huge challenges.Especially,the intelligent cognitive technology to understand,reasoning and decision making,has become the bottleneck of current military information systems.Based on the analysis of the current requirement for the future military information system,we analyzed current development status and disparity of the intelligent technologies in-depth compared to the requirements taking example of Deep Green Plan,which was proposed by Defense Advanced Research Projects Agency (DARPA) of USA.The great development of intelligent cognitive technology owing to "deep learning" recently brings opportunities and challenges to the intelligent construction of the military information system.Considering the complexity of SoS operations,we suggest the key technologies of intelligent cognition for the military information system which needs to break through at present.Finally,we introduced our works on evaluation of operation SoS and operational situation evaluation based on deep learning technologies,and illustrated their advantage and feasibility in methodology.
Keywords：military information systemdeep learningmultilayer ncural networksthreat evaluationoperational situation evaluation
Publication Date：2016-01-01
Online Publishing Date：2025-08-15(First online date of this platform, not the publication date of the document)
Pages：10( 1562-1571 )