Truong, N.X. and Phuong, P.K. and Tien, V.H. (2021) Fast and Simple Method for Weapon Target Assignment in Air Defense Command and Control System. In: 7th EAI International Conference on Industrial Networks and Intelligent Systems, INISCOM 2021, 22 April 2021 through 23 April 2021.
FILE_20221007_115047_Z1KNr.pdf
Download (8MB) | Preview
Abstract
The assignment problem is a fundamental optimization problem which can be applied in many real-life automation tasks including weapon target assignment (WTA) as a basic functional module of automated command and control centers. The WTA problem is a class of optimization problems in the field of optimization and operation research. It consists of finding an optimal assignment of a set of weapons of various types to a set of targets in order to maximize the total expected damage to the opponent. In this paper, we propose an optimal air target distribution method in a mixed air defense cluster scenario. Our mathematical formulation is built with both weapons units and targets which are diverse in types in the practical complex anti-aircraft combat conditions. Then, we proposed a method based on Kuhn-Munkres assignment algorithm which has low computational cost and complexity, allowing quick estimation of the optimal distribution plan based on the criterion “efficiency: maximum hostile target destruction, minimum cost of weapon consumed and surface target damage”. The experimental results have clarified that the proposed method has a great efficiency in real-time and optimal requirements. © 2021, ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering.
Item Type: | Conference or Workshop Item (Paper) |
---|---|
Divisions: | Faculties > Faculty of Control Engineering Institutes > Institute of System Integration |
Identification Number: | 10.1007/978-3-030-77424-0_33 |
Uncontrolled Keywords: | Combinatorial optimization; Complex networks; Computational efficiency; Efficiency; Flight control systems; Intelligent systems; Military rockets; Network security; Optimization; Assignment algorithms; Assignment problems; Command and control centers; Computational costs; Mathematical formulation; Optimal distributions; Optimization problems; Weapon-target assignment; Command and control systems |
Additional Information: | Conference code: 260879. Language of original document: English. |
URI: | http://eprints.lqdtu.edu.vn/id/eprint/8742 |