[논문]An Effective Threat Evaluation Algorithm for Multiple Ground Targets in Multi-target and Multi-weapon Environments

Yoon, Moonhyung; Park, Junho; Yi, Jeonghoon

doi:10.5392/ijoc.2019.15.1.032

An Effective Threat Evaluation Algorithm for Multiple Ground Targets in Multi-target and Multi-weapon Environments 원문보기

In an environment where a large number of weapons are operated compared to a large number of ground targets, it is important to monitor and manage the targets to set up a fire plan, and through their multilateral analysis, to equip them with a priority order process for targets having a high threat level through the quantitative calculation of the threat level. Existing studies consider the anti-aircraft and anti-ship targets only, hence, it is impossible to apply the existing algorithm to ground weapon system development. Therefore, we proposed an effective threat evaluation algorithm for multiple ground targets in multi-target and multi-weapon environments. Our algorithm optimizes to multiple ground targets by use of unique ground target features such as proximity degree, sorts of weapons and protected assets, target types, relative importance of the weapons and protected assets, etc. Therefore, it is possible to maximize an engagement effect by deducing an effective threat evaluation model by considering the characteristics of ground targets comprehensively. We carried out performance evaluation and verification through simulations and visualizations, and confirmed high utility and effect of our algorithm.

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문제 정의

As mentioned above, the existing threat evaluation techniques are targeting anti-aircraft and anti-ship targets, so there is a limit in applying these techniques to a ground weapon system development. Conclusively, these evaluation techniques are not fit enough to effectively suppress multiple ground targets; in this context, this paper is conducting the research on the threat evaluation algorithm for multiple ground targets.
The proposed algorithm calculates a threat level of a target in the light of target type by setting up weighted value consequent on the importance of weapons and protected assets after carrying out proximity degree operations by taking into account the sorts of targets and protected assets. This paper carries out a threat evaluation of all targets by performing a threat level calculation process like this for all targets.

제안 방법

In case of the existing threat evaluation techniques, they are involved in the threat level evaluation method targeting anti-aircraft and anti-ship targets only, so there is a limit in applying them to ground weapon system development. Accordingly, this paper proposed the novel threat evaluation method optimized to multiple ground targets in the light of unique features of ground targets such as proximity degree, sorts of weapons and protected assets, target types, and relative importance of weapons and protected assets, etc. This way, it is possible to maximize an engagement effect by deducing an effective threat evaluation by taking into account the characteristics of ground targets comprehensively through the proposed algorithm.
This paper proposes an effective threat evaluation algorithm for multiple ground targets in multi-target and multiweapon environments. Concretely, this paper proposes an effective threat evaluation algorithm in the light of unique features of ground targets such as proximity degree, sorts of weapons and protected assets, target types, and relative importance of weapons and protected assets, etc. in the proposed algorithm. This paper proposes the threat evaluation algorithm for multiple ground targets with the aim of deducing a threat level in a quantitative numerical value by reflecting characteristics of plural objects like targets, weapons and protected assets, and the object variables specialized in ground system development environment as base data for a fire plan calculation for the purpose of effectively suppressing a large number of ground targets in a short time in formula modeling.
In addition, it’s essential to surveil and manage targets to set up a fire plan, and through the multilateral analysis of them, to be equipped with the process of giving a priority order to the targets having a high threat level by calculating the threat level quantitatively.
This paper proposes the threat evaluation algorithm for multiple ground targets with the aim of deducing a threat level in a quantitative numerical value by reflecting characteristics of plural objects like targets, weapons and protected assets, and the object variables specialized in ground system development environment as base data for a fire plan calculation for the purpose of effectively suppressing a large number of ground targets in a short time in formula modeling. The proposed algorithm calculates a threat level of a target in the light of target type by setting up weighted value consequent on the importance of weapons and protected assets after carrying out proximity degree operations by taking into account the sorts of targets and protected assets. This paper carries out a threat evaluation of all targets by performing a threat level calculation process like this for all targets.
4 represents the threat value consequent on the proximity degree and weighted value of targets. The proposed algorithm can identify that the smaller the proximity degree of targets, and the bigger the target weighted value w_t, the bigger the threat level E_t of targets, which aspects are analyzed to be attributable to the fact that the more adjacent to weapons or protected assets the targets are, the higher the weighted value according to target type, the higher the threat level. This paper proves that the proposed algorithm carries out threat evaluation for multiple ground targets specialized in the ground weapon system development environment by considering the characteristics of ground targets.
This way, it is possible to maximize an engagement effect by deducing an effective threat evaluation by taking into account the characteristics of ground targets comprehensively through the proposed algorithm. The proposed algorithm carried out performance evaluation and verification through simulations and visualization, and confirmed high utility and effects. The purpose of the follow-up research is to confirm the utility and excellence through the actual application to weapon devices.
This paper proposed the threat evaluation algorithm for multiple ground targets in multi-target and multi-weapon environments. In case of the existing threat evaluation techniques, they are involved in the threat level evaluation method targeting anti-aircraft and anti-ship targets only, so there is a limit in applying them to ground weapon system development.
This paper proposes an effective threat evaluation algorithm for multiple ground targets in multi-target and multiweapon environments. Concretely, this paper proposes an effective threat evaluation algorithm in the light of unique features of ground targets such as proximity degree, sorts of weapons and protected assets, target types, and relative importance of weapons and protected assets, etc.
in the proposed algorithm. This paper proposes the threat evaluation algorithm for multiple ground targets with the aim of deducing a threat level in a quantitative numerical value by reflecting characteristics of plural objects like targets, weapons and protected assets, and the object variables specialized in ground system development environment as base data for a fire plan calculation for the purpose of effectively suppressing a large number of ground targets in a short time in formula modeling. The proposed algorithm calculates a threat level of a target in the light of target type by setting up weighted value consequent on the importance of weapons and protected assets after carrying out proximity degree operations by taking into account the sorts of targets and protected assets.
The existing threat evaluation techniques have been involved in the threat evaluation method targeting antiaircraft and anti-ship targets, so there is a limit in applying these techniques to ground weapon system development. This paper proposes the threat evaluation algorithm for multiple ground targets with the aim of deducing the threat level in quantitative figures by reflecting the characteristics of plural objects like targets, weapons and protected assets, and object variables specialized in the ground system development environment in formula modeling as base data for calculating a fire plan for the purpose of effectively suppressing a large number of ground targets in a short time.
The proposed algorithm can identify that the smaller the proximity degree of targets, and the bigger the target weighted value w_t, the bigger the threat level E_t of targets, which aspects are analyzed to be attributable to the fact that the more adjacent to weapons or protected assets the targets are, the higher the weighted value according to target type, the higher the threat level. This paper proves that the proposed algorithm carries out threat evaluation for multiple ground targets specialized in the ground weapon system development environment by considering the characteristics of ground targets.

후속연구

The proposed algorithm carried out performance evaluation and verification through simulations and visualization, and confirmed high utility and effects. The purpose of the follow-up research is to confirm the utility and excellence through the actual application to weapon devices.

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An Effective Threat Evaluation Algorithm for Multiple Ground Targets in Multi-target and Multi-weapon Environments 원문보기

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