Virtual Reality Technology and Algorithm Application in Intelligent Combat Training Simulation System
With the rapid development of science and technology, intelligent combat training simulation system has become an important part of modern military training, which provides a brand-new training method for military personnel through highly simulated virtual environment. Virtual reality (VR) technology builds an immersive and interactive virtual battlefield environment based on computer graphics, human-computer interaction and sensing technology, which significantly enhances the reality and effect of training. Trainers can get a realistic battlefield experience through head-mounted displays and other equipment, so as to pay more attention to the training itself and improve their combat capability and ability to cope with complex battlefield environment. Algorithms play a vital role in the intelligent combat training simulation system, especially the application of AI and machine learning algorithms, which enable the system to intelligently adjust the training difficulty, simulate the behavior of the enemy and realize personalized training experience. By analyzing the behavior and performance of trainers, the algorithm dynamically adjusts the training content and generates a more realistic and changeable battlefield situation, which is helpful to improve the decision-making level and coping ability of trainers. In addition, the system can provide more personalized training suggestions for trainers and optimize the training effect through data mining and analysis. Taking “God of War Simulation Training System” as an example, this paper analyzes the application of VR technology and algorithm in intelligent combat training simulation system in detail. Through highly integrated VR technology and advanced algorithms, the system provides military personnel with a variety of environmental models, including urban street fighting and mountain fighting, which significantly enhances the sense of reality and urgency of training. At the same time, the system also integrates machine learning algorithm, which enables the enemy AI to intelligently adjust tactics and strategies according to the battlefield situation, and provides trainers with a more challenging battle experience. In the future, with the continuous progress of technology, the application of VR technology and algorithm in intelligent combat training simulation system will be more extensive and in-depth, bringing revolutionary changes to military training.
Authors
- Wanmo Kang (ORCID: https://orcid.org/0000-0002-7145-921X)
- Jing Kang (ORCID: https://orcid.org/0000-0001-7312-044X)
- Zhihua Chen (ORCID: https://orcid.org/0000-0002-5883-3684)
Publication Details
- Published
- 2024-08-14
- DOI
- https://doi.org/10.1109/peeec63877.2024.00147
- Citations
- 1
- Primary Topic
- Simulation and Modeling Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.33