• Title/Summary/Keyword: Battlefield Information

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A Study on Automatic Discovery and Summarization Method of Battlefield Situation Related Documents using Natural Language Processing and Collaborative Filtering (자연어 처리 및 협업 필터링 기반의 전장상황 관련 문서 자동탐색 및 요약 기법연구)

  • Kunyoung Kim;Jeongbin Lee;Mye Sohn
    • Journal of Internet Computing and Services
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    • v.24 no.6
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    • pp.127-135
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    • 2023
  • With the development of information and communication technology, the amount of information produced and shared in the battlefield and stored and managed in the system dramatically increased. This means that the amount of information which cansupport situational awareness and decision making of the commanders has increased, but on the other hand, it is also a factor that hinders rapid decision making by increasing the information overload on the commanders. To overcome this limitation, this study proposes a method to automatically search, select, and summarize documents that can help the commanders to understand the battlefield situation reports that he or she received. First, named entities are discovered from the battlefield situation report using a named entity recognition method. Second, the documents related to each named entity are discovered. Third, a language model and collaborative filtering are used to select the documents. At this time, the language model is used to calculate the similarity between the received report and the discovered documents, and collaborative filtering is used to reflect the commander's document reading history. Finally, sentences containing each named entity are selected from the documents and sorted. The experiment was carried out using academic papers since their characteristics are similar to military documents, and the validity of the proposed method was verified.

Study of Development for Distributed Battlefield Simulation Environment : One-to-One Single Unit Engagement Model (분산전장 모의환경 구축 방법에 대한 연구 : 단일부대 1:1 교전모델 개발)

  • Choi, Jeongseok;Moon, Sunghwan;Kim, Taeyoung;Kim, Jaekwon;Lee, Jongsik
    • Journal of the Korea Society for Simulation
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    • v.24 no.4
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    • pp.69-76
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    • 2015
  • Modern warfare, which adopt an intensive technique of applied sciences, is difficult to predict, and has a high complexity. Thus, it is necessary to build a battle-field environment and simulation-based analysis. Various organizations are participated to build battlefield model for defense M&S according to a scale and format. On the basis of this trend, approaching from various systems is needed to reconfigure battlefield modeling for distributed system. This paper proposes building design for battlefield simulation environment with a sample of one-to-one single unit engagement model. The proposed method can expect to utilize an example of distributed environment for various participants that are involved in battlefield modeling and simulation.

A Improved Method of the Interoperability through the Improvement of Interoperation System when Operating KVMF-based Weapon System (KVMF 기반하 무기체계 운용시 연동방식 개선을 통한 상호운용성 향상)

  • Kwon, Dong-Ho;Lee, Sang-Ho;Kim, Seung-Chun
    • Journal of Information Technology and Architecture
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    • v.10 no.3
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    • pp.305-313
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    • 2013
  • Ground troops as part of the implementation of the real-time visualization of battlefield tactics to ensure the exchange of information sharing and situational awareness for the ground tactical data link system development is underway. However, with the existing inorganic KVMFbased weapon systems and tactics Quarterly problem occurs because the information has not been in development or in the development of future weapons systems based KVMF share battlefield information to enable interoperability building measures is presented.

A Literature Review of the Effectiveness Measurement for NCW (NCW 효과측정에 관한 문헌조사 연구)

  • Jung, Chi-Young;Lee, Jae-Yeong
    • Journal of the Korean Operations Research and Management Science Society
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    • v.37 no.2
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    • pp.1-16
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    • 2012
  • NCW(Network Centric Warfare) offers BSEs(Battelspace-Entities) the capabilities of sharing information through C4ISRCommand, Control, Communications, Computers and Intelligence, Surveillance and Reconnaissance) network and it also improves their combat powers based on information superiority with awareness of common situation in battlefield and self-synchronization. Although the concept of NCW was developed at the end of 1990 and there have been various studies for NCW from the development of its concept, the effort for measuring the synergistic effect of NCW is insufficient at the present time. Therefore, in this paper we reviewed literatures concerning the effectiveness measurement of NCW. The category of our survey is network effect, metrics, simulation, battlefield information, social network analysis and mathematical model. The main purpose of this study is to suggest future researchers a research direction by analyzing the aspects and limitations of existing studies about the quantitative measurement of NCW.

An Efficient Key Management Scheme in Tactical Ad-Hoc Network (전술 Ad-hoc 네트워크에서의 효율적인 키 관리 기법)

  • Kim, Eun-Ho;Lee, Soo-Jin
    • Journal of the Korea Institute of Military Science and Technology
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    • v.12 no.3
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    • pp.317-324
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    • 2009
  • Tactical Information Communication Network(TICN) uses both a wireless and wired network. To support mobility in battlefield environments, the application of Ad-hoc networking technology to its wireless communication has been examined. However, Ad-hoc network is faced to many security threats due to its intrinsic characteristics. Therefore, to apply the Ad-hoc networking technology to battlefield environments and TICN, an intensive study on security countermeasure must go side by side with the development of enabling technology. In this paper, we suggest an efficient key management scheme for TICN of which the Ad-hoc networking technology is applied.

A Study on Efficient Friendly Forces Location Data Sharing on Battalion and Below

  • Kim, Hyung-Seok;Shin, Sang-Heon;Kim, Yong-Cheol;Lee, Jeong-Min
    • Journal of the Korea Society of Computer and Information
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    • v.23 no.11
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    • pp.95-101
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    • 2018
  • In this paper, we propose an efficient friendly forces location data sharing algorithm in a troops using a low bandwidth radio. The future battlefield is a 'Network Centric Warfare' with a concept of identifying the position and power of the enemy and friendly forces and leading the battlefield to victory through proper links at the time of our need. One of the basic elements in the 'Network Centric Warfare' is to share friendly forces location data. The bandwidth and transmission rates of radio used in battalion are low. Nevertheless, we should share our locations data almost in real time for effective fighting in a war situation. This paper describes the efficient method of friendly forces location data sharing based on low bandwidth radio. In particular, the concept of 'network-centered warfare' is reflected in the troop below the battalion to present an integrated and efficient way to shared location data of friendly forces.

Automated Course of Action Evaluation for Military Decision-Making (지휘결심을 위한 자동 방책 평가)

  • Geewon Suh;Hyungkeun Yi;Minhyuk Kim;Byungjoo Kim;Moonhyun Lee;Jaewoo Baek;Changho Suh
    • Journal of the Korea Institute of Military Science and Technology
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    • v.27 no.4
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    • pp.437-445
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    • 2024
  • In future complex and diverse battlefield situations, the existing command system faces the challenge of delayed human judgement of strategy and low objectivity. This paper proposes an artificial intelligence model that takes situation information and course of action simulation results as input and automatically assigns scores to various evaluation elements and a comprehensive score. This tool is expected to assist the commander in making decisions, reduce the time required for making judgments, and promote impartial decision-making.

Data Abstraction in Battlefield Smart Maps Based on QR Tags (QR 태그 기반 전장 스마트 지도에서의 자료 추상화)

  • Kwak, Noh Sup;Yun, Young-Sun;Jung, Jinman;So, Sun Sup;Eun, Seongbae
    • Journal of Korea Multimedia Society
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    • v.23 no.3
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    • pp.440-446
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    • 2020
  • The application field of smart terminals is increasing and its application is also spreading in the defense field. The use of smart terminal based map application is very important in battle fields. The problem is that the communication infrastructure is easy to collapse and the use of GPS is usually disturbed. In this paper, we studied the maps stored in the QR tag at the battle field. The problem is to abstract the map information so that it can be stored in the small QR tag. We have abstracted path information on a vector basis and require only a small amount of data compared to imaged path information. We analyzed the amount of data generated by the abstraction and mathematically analyzed the boundary where the amount does not exceed the capacity limit of the QR tag. Our research can be applied not only to battlefields, but also to disaster / disaster scenes, or in environments with difficult Internet communications, such as mountainous areas.

Recovering Network Joining State for Normal/Abnormal Termination of Battlefield Management System (전장관리시스템의 정상/비정상 종료 시 망 가입상태 복원)

  • Choi, YoonChang;Kwon, DongHo
    • Journal of KIISE
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    • v.44 no.8
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    • pp.749-759
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    • 2017
  • The weapon system based on voice call can cause delay, error or damage to the message during the exchange of information. Furthermore, since the weapon system has a unique message format, it has limited data distribution. Therefore, a Korea Variable Message Format(KVMF) has been developed in this study to utilize a standard sized data format to guarantee the transmission quality and minimize the transmission amount. The ground tactical data link system quickly and accurately shares tactical information by incorporating a field management system that utilizes the KVMF standard message in the mobile weapon system. In this study, we examine the possibility of performing the mission immediately by recovering the state of network joining when a normal/abnormal termination situation of the battlefield management system occurs.

Design of the homomorphic encryption system for secure data management in the future battlefield environment (미래 전장환경에서 안전한 데이터 관리를 위한 준동형 시스템 설계)

  • Cha, HyunJong;Kim, JinMook;Ryou, HwangBin
    • Convergence Security Journal
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    • v.14 no.2
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    • pp.51-56
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    • 2014
  • Be expressed in network-centric warfare, mainly battlefield environment of the future. The purpose of the system for the war of the future, is to recognize the enemy before the enemy, and rapid decision-making, to hit accurately. For this reason, it is during the construction of the integrated system of C4ISR+PGM. In such an integrated system, it is necessary to further enhance the security aspects of the information. In particular, strengthening of security leads to a decrease of efficiency. Therefore, security and efficiency should be considered together. In this study, we provide a homomorphic encryption system that can be safely managed information environment on the battlefield of the future. The proposed method uses encryption technology of homomorphic that can be the arithmetic operations on encrypted state. It has changed from the state of the encryption. Therefore, the attacker can not know a decent information.