03 08 2023
人工智能在军事领域的应用可以说是非常广泛和多样化的。以下是一些典型的应用领域和相应的参考文献: 1. 自动目标识别与跟踪(AI Target Recognition and Tracking):通过机器学习算法和深度学习技术,可以实现对军事目标的自动识别和跟踪。相关论文可参考: - Wang, X., Yang, J., Zhang, X., Zhang, M., & Zhao, K. (2018). A Deep Learning-Based Approach for Automatic Target Recognition in Military Applications. IEEE Access, 6, 44429-44437. - Nguyen, V. T., Park, S., & Kim, D. (2020). Efficient target recognition system using deep learning for military applications. Sustainable Computing: Informatics and Systems, 27, 100398. 2. 智能无人系统(Intelligent Unmanned Systems):人工智能技术被广泛应用于无人机、无人舰艇等智能无人系统中,实现智能导航、目标搜索与打击等功能。相关论文可参考: - Wang, F., Cao, S., Zheng, Y., & Liu, Q. (2019). Artificial intelligence in unmanned aerial vehicles: State of the art and future challenges. Journal of Systems Engineering and Electronics, 30(3), 435-450. - Shaposhnikov, D., Ozerov, A., Kuznetsov, S., & Panov, A. (2020). A survey on the employment of drone swarms for military purposes. Computers, Materials & Continua, 64(2), 423-440. 3. 智能决策支持系统(Intelligent Decision Support Systems):利用人工智能技术构建智能决策支持系统,为军事指挥员提供实时情报分析、作战决策等方面的支持。相关论文可参考: - Han, X., Xu, F., Li, W., & Zhang, M. (2019). An intelligent decision support system based on deep reinforcement learning for command and control in military nets. IEEE Access, 7, 100960-100971. - Khari, M., Pathak, S., & Kumar Agrawal, M. (2019). Intelligent decision support system for military systems using machine learning. Advances in Intelligent Systems and Computing, 841, 239-249. 4. 机器人战士和自动化武器系统(Robot Warriors and Automated Weapon Systems):人工智能技术被应用于设计和实现机器人战士和自动化武器系统,提高军事作战的效果和效率。相关论文可参考: - Arkin, R. C. (2019). AI in robotic warfare: Eurocentric perspectives. Defense Science Journal, 69(2), 97-109. - Lin, P., Abney, K., & Bekey, G. A. (2018). Robot ethics: The ethical and social implications of robotics. MIT Press. 这些是人工智能在军事领域应用的一些典型案例和相应的参考文献,希望对您有所帮助。如果需要更详细的信息,请提供具体的应用场景或问题,我将尽力提供更多相关信息和参考文献。
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