CONFERENCE PROCEEDINGS
Advanced Search
Home > Proceedings > Volume 13395 > Article
Open Access Paper
12 November 2024 Current status and development trends of research on autonomous decision-making methods for unmanned swarms
Shang Jiang, Weihe Xie, Lin Zhang, Gang Zhang, Xinyu Liang, Yuxiang Zheng
Author Affiliations +
Proceedings Volume 13395, International Conference on Optics, Electronics, and Communication Engineering (OECE 2024) ; 133950K (2024) https://doi.org/10.1117/12.3049909
Event: International Conference on Optics, Electronics, and Communication Engineering, 2024, Wuhan, China
Abstract
Autonomous decision-making has the advantages of strong information processing ability, fast response, and high costeffectiveness, which is a key technical support for achieving unmanned, clustered, and intelligent combat. Firstly, clarify and sort out the basic concepts of autonomous decision-making in unmanned clusters and the development history of major countries and regions. Subsequently, in line with the trend of modern combat style transformation, combined with the main technical methods, the basic working principles of autonomous decision-making were analyzed in depth, mainly involving multi-source information fusion, battlefield situation assessment, task allocation optimization, and cluster path planning. Finally, the future development trends of autonomous decision-making methods were analyzed from the perspectives of enhancing intelligence, improving adaptability, enhancing system stability and sound security.
(2024) Published by SPIE. Downloading of the abstract is permitted for personal use only.
Citation Download Citation
Shang Jiang, Weihe Xie, Lin Zhang, Gang Zhang, Xinyu Liang, and Yuxiang Zheng "Current status and development trends of research on autonomous decision-making methods for unmanned swarms", Proc. SPIE 13395, International Conference on Optics, Electronics, and Communication Engineering (OECE 2024) , 133950K (12 November 2024); https://doi.org/10.1117/12.3049909
PROCEEDINGS
 7 PAGES
DOWNLOAD PAPER SAVE TO MY LIBRARY
GET CITATION
Advertisement
Advertisement
RIGHTS & PERMISSIONS
Get copyright permission  Get copyright permission on Copyright Marketplace
KEYWORDS
Decision making
Information fusion
Deep learning
Evolutionary algorithms
Control systems
Intelligence systems
Artificial intelligence
RELATED CONTENT
Subscribe to Digital Library
Receive Erratum Email Alert
Back to Top