Multi-ship cooperative air defense model based on queuing theory

TL;DR

This paper develops a queuing theory-based analytical model for multi-ship cooperative air defense, demonstrating its effectiveness in reducing missile penetration probability through simulations and parameter analysis.

Contribution

It introduces a novel multi-ship cooperative air defense model that incorporates coordination and attack-defense parameters, with an analytical approach for system evaluation.

Findings

Cooperative defense significantly reduces missile penetration probability.

The model outperforms non-cooperative modes in simulated scenarios.

Parameter analysis identifies system weak points and optimal settings.

Abstract

The study of the multi-ship air defense model is of great significance in the simulation and evaluation of the actual combat process, the demonstration of air defense tactics, and the improvement of the security of important targets. The traditional multi-ship air defense model does not consider the coordination between ships, and the model assumptions are often too simple to effectively describe the capabilities of the multi-ship cooperative air defense system in realistic combat scenarios. In response to the above problems, this paper proposes a multi-ship cooperative air defense model, which effectively integrates the attack and defense parameters of both sides such as missile launch rate, missile flight speed, missile launch direction, ship interception rate, ship interception range, and the number of ship interception fire units. Then, the cooperative interception capability among ships is modeled by the method of task assignment. Based on the queuing theory, this paper strictly deduces the penetration probability of the cooperative air defense system, and provides an analytical calculation model for the analysis and design of the cooperative air defense system. Finally, through simulation experiments in typical scenarios, this paper studies and compares the air defense capabilities of the system in two different modes with and without coordination, and verifies the superiority of the multi-ship cooperative air defense model in reducing the probability of missile penetration; Further, the ability changes of the defense system under different parameters such as missile speed, speed, angle, ship interception rate, range, and number of fire units are studied, and the weak points of the defense formation, defense range settings, and interception settings are obtained.