Situation awareness in ai-based technologies and multimodal systems: Architectures, challenges and applications

J Chen, KP Seng, J Smith, LM Ang - IEEE Access, 2024 - ieeexplore.ieee.org
Situation Awareness (SA) is a process of sensing, understanding and predicting the
environment and is an important component in complex systems. The reception of …

A review of deep reinforcement learning methods and military application research

N Wang, Z Li, X Liang, Y Hou… - Mathematical Problems in …, 2023 - Wiley Online Library
In the area of artificial intelligence, deep reinforcement learning has grown in significance. It
has accomplished extraordinary feats and offers a fresh approach to previously challenging …

A Comparison between YOLOV7 and YOLOV5-based detection of Combat Targets and Camouflaged Militia

MS Hasan, F Fahim, A Al Farabi… - 2022 4th International …, 2022 - ieeexplore.ieee.org
Animals frequently use the camouflage method to disguise themselves. On the battlefield, it
is also employed to cover military equipment. Camouflaged objects blend into their …

Autonomous Decision Making of UAV in Short-Range Air Combat Based on DQN Aided by Expert Knowledge

T Hu, J Hu, C Zhao, Q Pan - International Conference on Autonomous …, 2022 - Springer
Recently, reinforcement learning (RL) has emerged in the field of autonomous air combat.
However, it is well known that RL has the problems of low exploration efficiency and long …

Vision-Based Interception of Tethered and Swaying Targets Using Aerial Manipulation

LA Tony, S Jana, A Bhise, VP Varun, MVS Aruul… - … on Communication and …, 2022 - Springer
Target interception is an interesting application of unmanned aerial vehicles (UAVs). This
requires dedicated system software and manipulation mechanism. We propose a vision …

Aircraft Detection in Airport Remote Sensing Images based on YOLOv5

C Ji, L Zhang, J Li - 2022 9th International Conference on …, 2022 - ieeexplore.ieee.org
With the development of remote sensing, aerospace, and other related technologies, remote
sensing image application scenarios are more and more extensive. In this paper, the …