Air Defence Command and Control System Modelling and Simulation for War-gaming

Štefek, Alexandr; Časar, Josef; Starý, Vadim; Gacho, Lukáš

doi:10.1109/icmt52455.2021.9502799

Cited by 2 publications

(1 citation statement)

References 10 publications

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“…Presented article deals with the development of Experimental/Educational Air Defence Simulator (EXEDAD SIM) using results of several previous researches about C2 structures [5], C2 simulations [6] and flight route planning [7]. The simulator allows effective and simple usage based on open platform and it can be easily modified according to the assigned task.…”

Section: Main Aim Of the Researchmentioning

confidence: 99%

Coupling of ODE and DES Models for Simulation of Air Defence in War-Gaming Experiment

Stefek¹,

Časar²,

Stary³

et al. 2022

Int. j. simul. model.

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The planning stage of any procedure is critical to its successful and efficient execution. Even in the military, over the last few decades, mission planning support has evolved rapidly using modern Modelling and Simulation (M&S) tools. The article focuses on the M&S of Surface Based Air Defence (SBAD) and the design of the complex hybrid simulator coupling Ordinary Differential Equation (ODE) and Discrete-Event Simulation (DES) models. The simulator includes all entities and procedures that participate in SBAD missions, specifically the ODE models of a target, missile, radar, and the models of Command and Control (C2) system procedures. The design of the simulator also includes the possibilities of automated generation of flight routes, fire control and target distribution for multiple targets and Fire Units (FU) using queuing theory algorithms. As a main platform for the development and scenario design, the Jupyter notebook environment with the Python programming language was used. The primary objectives are to design, validate, and implement the proposed simulator in SBAD mission planning, military cadets' education, and experimental tasks.

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Section: Main Aim Of the Researchmentioning

confidence: 99%

Coupling of ODE and DES Models for Simulation of Air Defence in War-Gaming Experiment

Stefek¹,

Časar²,

Stary³

et al. 2022

Int. j. simul. model.

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Optimization of Fuzzy Logic Based Virtual Pilot for Wargaming

Štefek

Františ

2021

Mathematics

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This paper deals with the design of an autopilot based on a set of fuzzy controllers. The model of the aircraft that the autopilot controls is defined as a model with 6 degrees of freedom, where the inputs to this model are the settings of the engine thrust (DX), rudder rotation (Dl) and elevators (Dm and Dn). The fuzzy controllers are of the Mamdani type, where the set of parameters defining the controller allow the derivation of membership functions of the input variables and membership functions of the output variables. The parameters of fuzzy controllers are determined by the optimization process. For the purpose of optimization, a fitness function is defined, which derives the simulation parameters from its parameter (vector), and the simulation subsequently performed and evaluated determines whether it is a feasible solution in addition the value of this solution. By this optimization process, the sub-optimal solution is found and is then used to define the settings of the fuzzy controllers and, therefore, the autopilot. This paper contains a description of each step of the solution of the described problem, and with the help of the obtained results, it is determined that the presented procedure allows us to find an autopilot capable of controlling the defined model of the aircraft. In addition, there is a brief description regarding the misconceptions explored during the development of the experiment.

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Air Defence Command and Control System Modelling and Simulation for War-gaming

Cited by 2 publications

References 10 publications

Coupling of ODE and DES Models for Simulation of Air Defence in War-Gaming Experiment

Coupling of ODE and DES Models for Simulation of Air Defence in War-Gaming Experiment

Optimization of Fuzzy Logic Based Virtual Pilot for Wargaming

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