• Title/Summary/Keyword: Information warfare

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A Study on the Analysis of NCW (Network Centric Warfare) Combat Effectiveness Using Cellular Automata Simulation (세포 자동차 시뮬레이션을 이용한 네트워크 중심전 전투효과도 평가 연구)

  • Chung Sung-jin;Cho Sung-jin;Hong Sung-Pil
    • Korean Management Science Review
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    • v.22 no.2
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    • pp.135-145
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    • 2005
  • The recent notion of Network Centric Warfare (NCW) emphasizes the ability to distribute the right information at the right time to maximize the combat effectiveness. Accordingly, in the modern combat system, the importance of non-physical elements, such as a communication system, is increasing. However, an NCW-support communication network system is expensive. Therefore, it is essential to develop a proper combat system evaluation method to establish an efficient NCW-support combat system. Traditionally, combat system effectiveness is measured in terms of physical elements such as men and fire power, Obviously, such method is hardly applicable to a modern combat system. To overcome this difficulty, we propose an evaluation model based on CA (Cellular Automata) simulation. A set of preliminary combat simulations show that CA simulation may be promising in evaluating non-physical element of a modern combat system.

Improving the Distributed Data Fusion Ability of the JDL Data Fusion Model (JDL 자료융합 모델의 분산 자료융합 능력 개선)

  • Park, Gyu-Dong;Byun, Young-Tae
    • Journal of the Korea Institute of Military Science and Technology
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    • v.15 no.2
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    • pp.147-154
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    • 2012
  • In this paper, we revise the JDL data fusion model to have an ability of distributed data fusion(DDF). Data fusion is a function that produces valuable information using data from multiple sources. After the network centric warfare concept was introduced, the data fusion was required to be expanded to DDF. We identify the data transfer and control between nodes is the core function of DDF. The previous data fusion models can not be used for DDF because they don't include that function. Therefore, we revise the previous JDL data fusion model by adding the core function of DDF and propose this new model as a model for DDF. We show that our model is adequate and useful for DDF by using several examples.

The Multi-GNSS Issue and Military Application

  • Ko, Kwangsoob
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2012.10a
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    • pp.128-130
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    • 2012
  • One of the hot issues on GNSS might be that China declared to broadcast the signal of the new Global Navigation Satellite System called Beidou-Compass in December 2011. The multi-GNSS systems with the existing GPS and GLONASS consist of more than 100 GNSS satellites and transmit their signals in near future. Many benefits are expected in accuracy, availability, integrity and increasing anti-jam performance. In this presentation, we have mainly investigated the latest issue for multi- GNSS and discussed spectrum analysis as well as the accuracy improvement issue. The use of the modern weapon system based on satellite navigation information was also briefly investigated in warfare.

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Multi-source information integration framework using self-supervised learning-based language model (자기 지도 학습 기반의 언어 모델을 활용한 다출처 정보 통합 프레임워크)

  • Kim, Hanmin;Lee, Jeongbin;Park, Gyudong;Sohn, Mye
    • Journal of Internet Computing and Services
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    • v.22 no.6
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    • pp.141-150
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    • 2021
  • Based on Artificial Intelligence technology, AI-enabled warfare is expected to become the main issue in the future warfare. Natural language processing technology is a core technology of AI technology, and it can significantly contribute to reducing the information burden of underrstanidng reports, information objects and intelligences written in natural language by commanders and staff. In this paper, we propose a Language model-based Multi-source Information Integration (LAMII) framework to reduce the information overload of commanders and support rapid decision-making. The proposed LAMII framework consists of the key steps of representation learning based on language models in self-supervsied way and document integration using autoencoders. In the first step, representation learning that can identify the similar relationship between two heterogeneous sentences is performed using the self-supervised learning technique. In the second step, using the learned model, documents that implies similar contents or topics from multiple sources are found and integrated. At this time, the autoencoder is used to measure the information redundancy of the sentences in order to remove the duplicate sentences. In order to prove the superiority of this paper, we conducted comparison experiments using the language models and the benchmark sets used to evaluate their performance. As a result of the experiment, it was demonstrated that the proposed LAMII framework can effectively predict the similar relationship between heterogeneous sentence compared to other language models.

A Study on Detection Probability Reduction of LPI Radar's Platform (저피탐(LPI) 레이더 탑재 플랫폼의 피탐 확률 감소에 관한 연구)

  • Park, Tae-Yong;Kim, Wan-Ju
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.18 no.5
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    • pp.1243-1248
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    • 2014
  • In General, LPI radar's detection probability by ES equipments is lower than that of conventional pulsed radar because of very low transmitting power and high antenna gain etc. LPI radar is a kind of RF stealth technique such as RCS reduction design. Therefore the ultimate goal of LPI radar is detection probability reduction by opponent. If one of the two, RCS value or LPI radar performance is not sufficient, own platform will be found first by opponent. In this paper, some considerations are suggested for detection probability reduction.

An Identification Method of Radar Signals using Parallel Processor (병렬프로세서를 활용한 레이더 신호의 식별)

  • Kim, Gwan-Tae;Ju, Young-Kwan;Park, Sang-Hwan;Jeon, Joongnam
    • Journal of the Institute of Electronics and Information Engineers
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    • v.54 no.4
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    • pp.75-80
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    • 2017
  • ES (Electronic Warfare Support System) collects radar signals, and analyzes the signals about frequency, pulse width, PRI (Pulse Repetition Interval), and etc. and then ES compares analyzed result with known radar signals to identify them. But there are two disadvantage. One is that use of known radar signals is in comparing step only. The other is that calculating PRI needs many operations. In this paper proposes a parallel reference correlation algorithm that uses GPGPU (General Purpose Graphics Processing Units) and can identify what signals are in received radar signals without calculating PRI.

Popularity Based Cache Replacement Scheme to Enhance Performance in Content Centric Networks (콘텐츠 중심 네트워크에서 성능 향상을 위한 인기도 기반 캐시 교체 기법)

  • Woo, Taehee;Park, Heungsoon;Kim, Hogil
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.40 no.11
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    • pp.2151-2159
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    • 2015
  • Unlike an existing IP routing methods, the Content Centric Network(CCN) is new networking paradigm to find the contents by content name. The CCN can effectively process the content requested repeatedly by the user because of the cache which can be storing a content. This paper proposes a popularity based cache replacement scheme. The proposed scheme improves the hit rate better than a existing scheme. Accordingly reducing the load of server and Round Trip Time(RTT).

A Proposal of Spectrum COP Design for Effective Frequency Management in Air Force's Battlefields Environment (공군 전장 환경에서 효과적 주파수 관리를 위한 Spectrum COP 설계 제안)

  • Koo, Ja-Yeul
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.37B no.11
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    • pp.1033-1040
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    • 2012
  • Recently, several researches are focused on the frequency sharing and the liberalization of frequency use for utilizing the limited frequency resources efficiently. In military, as Network Centric Warfare(NCW), which requires significant mutual operability of battle elements and real-time operation speed, has come to the fore front as an important aspect of modern warfare, the methods to manage limited frequency resources in wireless communications environment efficiently has been studied and utilized. In this paper, we propose a Spectrum COP(Common Operation Picture) design suitable for the battlefields of air force. To construct the Spectrum COP of Air Force, we analyze the requirements and design the frequency management system by using EA(Enterprise Architecture) Framework. The simulation results of the proposed design proved the effectiveness by using EADSIM(Extended Air Defense Simulation) of Air Force.

A study on intra-pulse modulation recognition using fearture parameters (특징인자를 활용한 펄스 내 변조 형태 식별방법에 관한 연구)

  • Yu, KiHun;Han, JinWoo;Park, ByungKoo;Lee, DongWon
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2013.10a
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    • pp.754-756
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    • 2013
  • The modern Electronic Warfare Receivers are required to the current radar technologies like the Low Probability of Intercept(LPI) radars to avoid detection. LPI radars have features of intra-pulse modulation differ from existing radar signals. This features require counterworks such as signal confirmation and identification. Hence this paper presents a study on intra-pulse modulation recognition. The proposed method automatically recognizes intra-pulse modulation types such as LFM and NLFM using classifiers extracted from the features of each intra-pulse modulation. Several simulations are also conducted and the simulation results indicate the performance of the given method.

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A Time-Sharing TX/RX Control Technique for the Rejection of Feedback Noise Jamming Interference (피드백 잡음재밍 간섭제거를 위할 시분할 송수신 제어기법)

  • Jeong Un-Seob;Ra Sung-Woong
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.30 no.12C
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    • pp.1201-1207
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    • 2005
  • When the isolation between transmitter and receiver in Electronic Warfare equipment is not sufficient, the radiated noise jamming signal from the transmitter feeds back into the receiver and interferes with receiving radar pulse signal. Therefore pulse jamming and noise jamming can't be performed together in the same frequency bands. In this paper, we present a time-sharing TX/RX control technique of the switch matrix which inhibits the transmission of noise jamming signal by using the predicted gate of pulse train and also makes the corresponding channel filter operate to receive the radar pulse signal during the predicted gate pulse. This technique was implemented by EPLD and confirmed by experiment. The proposed technique enables the pulse jamming and the noise jamming to be simultaneously executed in multiple jamming environments.