• Title/Summary/Keyword: Military training

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Gaussian Mixture based K2 Rifle Chamber Pressure Modeling of M193 and K100 Bullets (가우시안 혼합모델 기반 탄종별 K2 소화기의 약실압력 모델링)

  • Kim, Jong-Hwan;Lee, Byounghwak;Kim, Kyoungmin;Shin, Kyuyong;Lee, Wonwoo
    • Journal of the Korea Institute of Military Science and Technology
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    • v.22 no.1
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    • pp.27-34
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    • 2019
  • This paper presents a chamber pressure model development of K2 rifle by applying Gaussian mixture model. In order to materialize a real recoil force of a virtual reality shooting rifle in military combat training, the chamber pressure which is one of major components of the recoil force needs to be investigated and modeled. Over 200,000 data of the chamber pressure were collected by implementing live fire experiments with both K100 and M193 of 5.56 mm bullets. Gaussian mixture method was also applied to create a mathematical model that satisfies nonlinear, asymmetry, and deviations of the chamber pressure which is caused by irregular characteristics of propellant combustion. In addition, Polynomial and Fourier Regression were used for comparison of results, and the sum of squared errors, the coefficient of determination and root-mean-square errors were analyzed for performance measurement.

Efficient Utilization of Private Resources for the National Defense - Focused on maintenance, supply, transportation, training & education - (국방분야 민간자원의 효율적 활용방안 - 정비, 보급, 수송, 교육훈련분야를 중심으로 -)

  • Park, Kyun-Yong
    • Journal of National Security and Military Science
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    • s.9
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    • pp.313-340
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    • 2011
  • The National Defense Reformation bill of "National Defense Reformation 2020" which have been constantly disputed and reformed by the government went through various levels of complementary measures after the North Korean sinking on the Republic of Korea (ROK) Naval Vessel "Cheonan". The final outcome of this reform is also known as the 307 Plan and this was announced on the 8th March. The reformed National Defense Reformation is to reduce the number of units and military personnel under the military structure reformation. However, in order for us to undertake successful National Defense Reformation, the use of privatized civilian resources are essential. Therefore according to this theory, the ROK Ministry of National Defense (MND) have selected the usage of privatized resources as one of the main core agenda for the National Defense Reformation management procedures, and under this agenda the MND plans to further expand the usage of private Especially the MND plans to minimize the personnel resources applied in non-combat areas and in turn use these supplemented personnel with optimization. In order to do this, the MND have initiated necessary appropriate analysis over the whole national defense section by understanding various projects and acquisition requests required by each militaries and civilian research institutions. However for efficient management of privatized civilian resources, first of all, those possible efficient private resources which can achieve optimization will need to be identified, and secondly continuous systematic reinforcements will need to be made in private resource usage legislations. Furthermore, we would need to consider the possibility of labor disputes because of privatization expansion. Therefore, full legal and systematic complementary measures are required in all possible issue arising areas which can affect the combat readiness posture. There is another problem of huge increase in operational expenses as reduction of standby forces are only reducing the number of soldiers and filling these numbers with more cost expensive commissioned officers. However, to overcome this problem, we would need to reduce the number of positions available for active officers and fill these positions with military reserve personnel who previously had working experiences with the related positions (thereby guaranteeing active officers re-employment after completing active service). This would in tum maintain the standards of combat readiness posture and reduce necessary financial budgets which may newly arise. The area of maintenance, supply, transportation, training & education duties which are highly efficient when using privatized resources, will need to be transformed from military management based to civilian management based system. For maintenance, this can be processed by integrating National Maintenance Support System. In order for us to undertake this procedure, we would need to develop maintenance units which are possible to be privatized and this will in turn reduce the military personnel executing job duties, improve service quality and prevent duplicate investments etc. For supply area, we will need to establish Integrated Military Logistics Center in-connection with national and civilian logistics system. This will in turn reduce the logistics time frame as well as required personnel and equipments. In terms of transportation, we will need to further expand the renting and leasing system. This will need to be executed by integrating the National Defense Transportation Information System which will in turn reduce the required personnel and financial budgets. Finally for training and education, retired military personnel can be employed as training instructors and at the military academy, further expansion in the number of civilian professors can be employed in-connection with National Defense Reformation. In other words, more active privatized civilian resources will need to be managed and used for National Defense Reformation.

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A Study of Effectiveness on Military Training of Army Anti-aircraft Weapon using Virtual Reality (가상현실을 이용한 육군 대공무기 교육효과에 관한 연구)

  • Kim, Do-heon;Min, Seung-hee;Kim, Yeek-hyun
    • The Journal of the Korea Contents Association
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    • v.21 no.5
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    • pp.499-507
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    • 2021
  • This study compares the educational effect using real equipment, virtual reality, and video to improve the educational and training effect of the army and verifies which method of education is excellent. The Army has made a lot of efforts to realize the actual training environment, however, it is increasingly difficult to provide the actual training environment because of 1) restrictions on securing training sites and urbanization, 2) deepening conflicts with the people, and 3) difficulties in acquiring defense budget. To resolve these issues, the use of virtual reality(VR) has the advantage to experience actual battlefield indirectly and could save budget by training in a virtual battlefield environment. In particular, in the case of dangerous or expensive weapons systems, is further required. Hence this paper studies how effective virtual reality is compared to the actual weapons system. virtual reality(VR) education is less effective than actual equipment education, but it is higher than video education. Based on this research result, it will be used as a basic data for the analysis of educational effects based in virtual reality(VR).

A Study on the Data Pseudonymization Methodology for Defense Training Data as Artificial Intelligence Technology is applied to the Defense Field (국방 분야 인공지능 기술 접목에 따른 교육훈련 데이터 가명처리 방법론에 관한 연구)

  • Hyunsuk Cho;Sujin Kang;Dongrae Cho;Yeongseop Shin
    • Journal of The Korean Institute of Defense Technology
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    • v.5 no.3
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    • pp.1-7
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    • 2023
  • Recently, in the defense field, efforts are being made to collect data by building data centers to incorporate artificial intelligence technology. Weapon system training data can be used as input data for artificial intelligence models and can be used as high-quality data to maximize training performance and develop military strategies. However, training data contains personal information such as the names and military numbers of the personnel who operated the equipment, and training records that reveal the characteristics of the weapon system. If such data is passed on to the enemy, not only the specifications and performance of the weapon system but also the proficiency of each operator may be exposed. In this paper, we propose a pseudonym processing methodology for education and training data security and also suggest a direction for revising related laws.

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Verification, Validation, and Accreditation (VV&A) Considering Military and Defense Characteristics

  • Kim, Jung Hoon;Jeong, Seugmin;Oh, Sunkyung;Jang, Young Jae
    • Industrial Engineering and Management Systems
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    • v.14 no.1
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    • pp.88-93
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    • 2015
  • In this paper, we identify the characteristics of modeling and simulation (M&S) for military and defense and propose the method of verification, validation, and accreditation (VV&A) using the identified characteristics. M&S has been widely used for many different applications in military and defense, including training, analysis, and acquisition. Various methods and processes of VV&A have been proposed by researchers and M&S practitioners to guarantee the correctness of M&S. The notion of applying formal credibility assessment in VV&A originated in software engineering reliability testing and the systems engineering development process. However, the VV&A techniques and processes proposed for M&S by the research community have not addressed the characteristics and issues specific to military and defense. We first identify the characteristics and issues of military/defense M&S and then propose techniques and methods for VV&A that are specific for military/defense M&S. Possible approaches for the development of VV&A are also proposed.

Development of newly recruited privates on-the-job Training Achievements Group Classification Model (신병 주특기교육 성취집단 예측모형 개발)

  • Kwak, Ki-Hyo;Suh, Yong-Moo
    • Journal of the military operations research society of Korea
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    • v.33 no.2
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    • pp.101-113
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    • 2007
  • The period of military personnel service will be phased down by 2014 according to 'The law of National Defense Reformation' issued by the Ministry of National Defense. For this reason, the ROK army provides discrimination education to 'newly recruited privates' for more effective individual performance in the on-the-job training. For the training to be more effective, it would be essential to predict the degree of achievements by new privates in the training. Thus, we used data mining techniques to develop a classification model which classifies the new privates into one of two achievements groups, so that different skills of education are applied to each group. The target variable for this model is a binary variable, whose value can be either 'a group of general control' or 'a group of special control'. We developed four pure classification models using Neural Network, Decision Tree, Support Vector Machine and Naive Bayesian. We also built four hybrid models, each of which combines k-means clustering algorithm with one of these four mining technique. Experimental results demonstrated that the highest performance model was the hybrid model of k-means and Neural Network. We expect that various military education programs could be supported by these classification models for better educational performance.

The Role of 10 Medical Doctors Trained in the US under the US Military Government in Korean Public Health Administration (미군정 초기 미국 연수를 다녀온 한국인 의사 10인의 초기 한국보건행정에서의 역할)

  • Shin, Young-Jeon;Seo, Jae Hee
    • Health Policy and Management
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    • v.23 no.2
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    • pp.196-206
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    • 2013
  • On September 24th of 1945, the existing Health Department under the Bureau of Economy and Trade was abolished complying with the Article 1 of the Ordinance of US military occupation "Establishment of Health Bureau". After the establishment of the Health Bureau, one of its first priorities was to select South Korean medical doctors and send them away to the US for training "in order to educate the talents necessary for the Health Bureau to address the public hygiene and health issues of Korea". Under the sponsorship of Rockefeller Foundation, the US Military Government sent 10 Korean medical doctors to three universities. After they came back to Korea from the training in the US, they played significant roles in building and managing the Korean health and medical system under the US Military Government as well as during the post-war of Korea and in the 1960s-1970s. Furthermore, they made a great contribution to expanding and transplanting the 'American-style' health and medical system in heath administration, health research and medical education in Korea. On the one hand, this means the limitation and elimination of an independent, progressive idea in the health and medical field as the influence of the US within the country after the liberation expanded. The lives of 10 doctor represent an important symbol of how the Korean health and medical field has been established under the domestic and overseas political conditions, 'colonization-liberation-military occupation of the Powers', and one part of the concrete history.

The Application of Distributed Synthetic Environment Data to a Military Simulation (분포형 합성환경자료의 군사시뮬레이션 적용)

  • Cho, Nae-Hyun;Park, Jong-Chul;Kim, Man-Kyu
    • Journal of the Korea Society for Simulation
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    • v.19 no.4
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    • pp.235-247
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    • 2010
  • An environmental factor is very important in a war game model supporting military training. Most war game models in Korean armed forces apply the same weather conditions to all operation areas. As a result, it fails to derive a high-fidelity simulation result. For this reason this study attempts to develop factor techniques for a high-fidelity war game that can apply distributed synthetic atmospheric environment modeling data to a military simulation. The major developed factor technology of this study applies regional distributed precipitation data to the 2D-GIS based Simplified Detection Probability Model(SDPM) that was developed for this study. By doing this, this study shows that diversely distributed local weather conditions can be applied to a military simulation depending on the model resolution from theater level to engineering level, on the use from training model to analytical model, and on the description level from corps level to battalion level.

Historical Review of Park Myungja, very Pioneering and Creative Registered Nurse who winned the Florence Nightingale Medal (나이팅게일 기장 수상자 박명자의 창조적이고 개척적인 간호업적 고찰)

  • YI, Ggodme
    • The Journal of Korean Academic Society of Nursing Education
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    • v.21 no.3
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    • pp.361-372
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    • 2015
  • Purpose: The purpose of this study is to present a model for R.N. and nursing students. Methods: Main primary sources were certificates, writings, news and articles. On the basis of them, her life was described over time and analyzed on the secondary sources. Results: Park Myungja faced Korean War as a nursing student and became the military officer of nursing. In 1950s and 1960s she worked hard to improve the operation room nursing. And she devoted herself to improve nursing education and help her students. Park Myungja became a military training teacher in 1972 and included first aid with the military training course. As a researcher of Korean National Open University, she tried to develop a course that R.N.s can receive a bachelor's degree in Nursing. Her last formal career was the head of a middle school, and she established the first nursery facility for the teachers. After the retirement, she devoted herself to the volunteer works, especially such as the hospice care, free clothes making, and Taichi teaching to arthritis patients. Conclusion: Park's life has been that of a R.N and volunteer. She has been very creative to find what she could do and pioneering to accomplish them.

Active Network Performance Improvement for Security Application (보안 응용을 위한 능동 네트워크 성능 향상 방안)

  • 채철주;이명선;김상국;임정목;이성현;이재광
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2004.05b
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    • pp.416-419
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    • 2004
  • Computer simulation has used to a area of military training in recent years. Computer simulation endow a military nan with field raining such as combat experience without operating combat strength or capabilities. To samely construct simulation environment against actual combat environment is to well construct ㏈ to operate war game model, associate among federates on network. we construct virtual combat environment enabling to efficiently manage network traffic among federates(or active nodes) on active network that construct virtual military training spare such as urgent combat field needed to rapidly transfer combat information including image and video.

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