Browse > Article
http://dx.doi.org/10.12673/jant.2022.26.4.205

A Proposal for Software Framework of Intelligent Drones Performing Autonomous Missions  

Shin, Ju-chul (Fixed Wing Drone System Lab., LIG Nex1)
Kim, Seong-woo (Fixed Wing Drone System Lab., LIG Nex1)
Baek, Gyong-hoon (Fixed Wing Drone System Lab., LIG Nex1)
Seo, Min-gi (Fixed Wing Drone System Lab., LIG Nex1)
Abstract
Drones, which have rapidly grown along with the 4th industrial revolution, spread over industries and also widely used for military purposes. In recent wars in Europe, drones are being evaluated as a game changer on the battlefield, and their importance for military use is being highlighted. The Republic of Korea Army also planned drone-bot systems including various drones suitable for echelons and missions of the military as future defense forces. The keyword of these drone-bot systems is autonomy by artificial intelligence. In addition, common use of operating platforms is required for the rapid development of various types of drones. In this paper, we propose software framework that applies diverse artificial intelligence technologies such as multi-agent system, cognitive architecture and knowledge-based context reasoning for mission autonomy and common use of military drones.
Keywords
Context reasoning; Intelligent drone; Knowledge-based agent; Multi-agent system;
Citations & Related Records
연도 인용수 순위
  • Reference
1 M.J. Huber, "JAM: A BDI-theoretic mobile agent architecture," Proceedings of the third annual conference on Autonomous Agents, Seattle Washington, 1999.
2 FIPA ACL Message Structure Specification [Internet], Available: http://fipa.org/specs/fipa00061/index.html.
3 S. Bhattacharya and D. Fernando, "Technology Played Decisive Role in Armenia-Azerbaijan Conflict of 2020," International Journal of Research in Engineering, Science and Management, Vol. 4, No. 9, pp. 40-42, Sep. 2021.
4 A. Newell, Unified Theories of Cognition, Harvard University Press, pp.15-20, 1990.
5 H. M. Koo and I. Y. Ko, "A repository framework for self-growing robot software," Proceeding of 12th Asia-Pacific Software Engineering Conference, Taipei, pp. 8-15, Dec. 2005.
6 A. Puntamberkar, Fundamentals of Data Structures, Technical Publications, Pune, pp. 4.82~4.86, 2020.
7 G. Zhao, and R. Meersman. "Architecting ontology for scalability and versatility," OTM Confederated International Conferences, Heidelberg, pp. 1604-1614, 2005.
8 P. Norvig and S. Russel, Artificial Intelligence : A Modern Approach 4th edition, Prentice Hall, pp. 300, 2020.
9 M.J. Huber, "Considerations for flexible autonomy within bdi intelligent agent architectures," Proceedings of the AAAI Conference on Artificial Intelligence, Orlando Florida, pp.431-438, 1999.