Edge ai technology in the defense industry via reinforcement learning in simulation environments

Authors : Arif Furkan MENDİ

Pages : 718-732

Doi:10.17714/gumusfenbil.1266035

View : 62 | Download : 123

Publication Date : 2023-07-15

Article Type : Research Paper

Abstract :Edge artificial intelligence insert ignore into journalissuearticles values(Edge AI); technology helps to avoid vulnerabilities while benefiting from the advantages of cloud technologies, which are widely used today, especially with artificial intelligence and big data. In the case of transferring systems to the cloud, and needs such as protection of sensitive information and high bandwidth emerges in cloud approaches. Edge AI, which provides solutions to issues such as the security of sensitive data and reducing system traffic, while meeting the needs in this field, can offer a new perspective, especially to projects in the military field, when used with digital twin and autonomous system technologies. In this study, we evaluated the “Forces in virtual environment machine learning insert ignore into journalissuearticles values(FIVE-ML);” simulation system technically in which we use edge AI technology, analyzed the results obtained with the use of this technology. It has been determined that the current work is at the 2nd level in Edge AI levelling system, also there is a 54% performance insert ignore into journalissuearticles values(in terms of time with accuracy); increase with edge AI. Besides, the accuracy of hitting the target in simulation system is also increased, with the rate of 34%.
Keywords : Havacılık simülasyonu, Yapay zekâ, Dijital ikiz, Uç yapay zeka, Uç hesaplama