• The Journal of Korean Institute of Electromagnetic Engineering and Science
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• v.27 no.3
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• pp.277-283
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• 2016

In this paper, a system of self-interference signal cancelation for in-band full duplex has been implemented and tested in RF/analog region. The system performance has been evaluated with NI5791 platform and NI Flex RIO. Due to the low power level of the NI5791, the RF signal is amplified by SKYWORKS SE2565T power amplifier. A circulator is used to feed the antenna both the transmitter and receiver. The RF FIR filter is designed by twelve delay taps in two different groups, and the interval between each delay tap is designed to have 100 ps. The amplified signal is distributed to antenna and the FIR filter by use of a 10 dB directional coupler. The tap coefficients of the RF FIR filter are tuned to estimate the self-interference signal coming from antenna reflection and the leakage of the circulator, and the self-interference signal is subtracted. The system is test with 802.11a/g 20 MHz OFMD at 2.56 GHz, and the output power of the amplifier of 0 dBm. The self-interference signal is canceled out by 53 dB.

• Journal of the Korea Institute of Information Security & Cryptology
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• v.28 no.5
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• pp.1141-1151
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• 2018

In an APT attack, the communication stage between infected hosts and C&C(Command and Control) server is the key stage for intrusion into the attack target. Attackers can control multiple infected hosts by the C&C Server and direct intrusion and exploitation. If the C&C Server is exposed at this stage, the attack will fail. Therefore, in recent years, the Domain Generation Algorithm (DGA) has replaced DNS in C&C Server with a short time interval for making detection difficult. In particular, it is very difficult to verify and detect all the newly registered DNS more than 5 million times a day. To solve these problems, this paper proposes a model to judge DGA-DNS detection by the morphological similarity analysis of normal DNS and DGA-DNS, and to determine the sign of APT attack through it, then we verify its validity.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.14 no.12
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• pp.6082-6089
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• 2013

The supply of DSLR cameras has increased recently. Because of its widespread use, different types of DSLR camera video techniques have also been developed. Time-lapse is an effective filming technique that helps produce a fine-quality video clip by taking pictures of multiple camera shots during certain time intervals without recording the actual video clip, as the existing technique does. Machinery equipment (dolly), which controls the speed of movement and shutter, needs to be deleted. This paper introduces a method for a designing movement system that satisfies the design conditions. In addition, this paper proved the validity of the design by performing stress analysis on the static and dynamic conditions of the final design.

• Journal of Advanced Navigation Technology
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• v.14 no.2
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• pp.161-169
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• 2010

According to the recent increase in air traffic more efficient air traffic control is required. This paper proposes the algorithm for efficient air traffic flow management. Aeronautical traffic environment is different from the common traffic environment since it needs vertical and horizontal separation deviation. In this paper used vincenty's fomula, we calculated distance of route for produced weight that was applied air traffic volume in distance of route using dijkstra algorithm. Then we let aircraft selects a course that minimize to wasting of fuel and time. As a simulation result, so unlilke simply shortest course calculation of existing course calculation algorithm, we confirmed that proposed algorithm in this paper can do air traffic control more efficiently by selecting optimized route.

• Proceedings of the Korean Vacuum Society Conference
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• 2013.02a
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• pp.523-523
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• 2013

대기압 제트 플라즈마는 의료산업 및 재료공정, 정수, 기체흐름 제어 등 다양한 분야에 적용을 위한 연구가 활발히 진행되고 있다. 뿐만 아니라 구동 조건에 따라 다양한 방전 모드가 존재하며, 이에 따라 발생된 플라즈마의 광학적 및 전기적 특성도 매우 다르게 나타나기 때문에 과학적으로도 새로운 현상들이 속속 발표되고 있다. 대기압 제트 플라즈마에서 중요한 과학적 현상 중 하나인 스트리머(streamer) 혹은 플라즈마 총알(plasma bullet)은 수-수십 kHz의 저주파 전압으로 구동 시 특정 조건에서 발생하는 현상으로, 최근 들어 시간분해능이 높은 ICCD 카메라를 이용하여 스트리머의 발생 및 전파에 대한 새로운 현상의 발견과 다양한 물리적 이해가 시도되고 있다. 본 연구에서는 헬륨 대기압 제트 플라즈마에 포함된 질소 함유량에 따른 다중 스트리머의 발생 및 기작의 이해를 시도하였다. 구동 전압 및 주파수, 헬륨기체의 유량, 전극 구조 및 간격 등 모든 조건이 동일한 상태에서 질소기체의 함유량을 증가시킬수록 특정 영역에서 스트리머의 개수가 증가하는 것을 관찰되었다. 또한 $N_2{^+}$의 방출광 세기가 헬륨 및 산소 원자의 방출광보다 지배적인 것으로 측정되었으며, 이는 헬륨 플라즈마에서 흔히 나타나는 헬륨 metastable에 의한 질소분자의 페닝 이온화(Penning ionization) 때문이다. 본 연구팀은 페닝 이온화($He^*+N_2{\rightarrow}He+N_2{^+}+e$)로 인해 추가적으로 발생하는 전자가 다중 스트리머 발생에 중요한 역할을 하는 것이라 제안한다. 좀 더 심화적인 분석을 하고자 헬륨-질소 플라즈마에서 주된 여러 가지 반응식을 이용하여 페닝 이온화에 의한 이온화율 및 전자의 직접적인 충돌에 의한 질소, 헬륨의 이온화율의 계산을 수행하여 특정 영역에서 헬륨의 이온화율보다 질소 페닝 이온화율이 더 커지는 것을 확인하였다.

• The Journal of the Institute of Internet, Broadcasting and Communication
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• v.11 no.4
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• pp.91-97
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• 2011

In this paper we present an approach to the structure identification based on genetic algorithm and to the parameter identification by hybrid learning method in neuro-fuzzy-genetic hybrid system in order to predicate the Mackey-Glass Chaotic time series. In this scheme the basic idea consists of two steps. One is the construction of a fuzzy rule base for the partitioned input space via genetic algorithm, the other is the corresponding parameters of the fuzzy control rules adapted by the backpropagation algorithm. In an attempt to test the performance the proposed system, three patterns, x(t-3), x(t-6) and x(t-9), was prepared according to time interval. It was through lots of simulation proved that the initial small error of learning owed to the good structural identification via genetic algorithm. The performance was showed in Table 2.

• Nuclear Engineering and Technology
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• v.26 no.2
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• pp.225-236
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• 1994

The sudden discharge of the loop seal water, which is present upstream of the SEBIM POSRV, creates large momentum and inertia forces on the downstream of the discharge piping system. This study provides the procedures and results of analysis of the thermal-hydraulic transient in the SEBIM POSRV discharge piping during the valve opening. The analysis is peformed by RELAP5/MOD3. The appropriate modeling of the discharge piping system, SEBIM POSRV opening characteristics, and loop seal water discharge for the RELAP5/MOD3 analysis is suggested. Also performed is the sensitivity study for the selection of proper options for the junction and volume control. flags. The analysis results demonstrate the adequacy of the RELAP5/HOD3 for the thermal-hydraulic transient analysis of the loop seal water discharge of the SEBIM POSRV discharge piping system. From the sensitivity analysis results, it is shown that the smooth area change option with reasonable geometric pressure drop distribution, non-equilibrium option, and proper time step should be selected for loop seal water discharge analysis.

• Journal of Korea Water Resources Association
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• v.31 no.3
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• pp.279-290
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• 1998

The height and speed of the shock wave are critical data in flood-control operations or in the design of channel walls and bridges along rivers with high flow velocities. Therefore, a numerical model is needed for simulating flow discontinuity over a wide range of conditions. In this study, a governing equation. As a Riemann solver Roe(1981)'s one is used. The model employs the modified MUSCL for handling the unstructured grids in this research. this model that adopts the explicit tradditional twl dimmensional dam break problems, two hydraulic dam break model is simulations, and a steady state simulation in a curved channel. Conclusions of this research are as follows : 1) the finite volume method can be combined with the Godonov-type method that is useful for modeling shocks. Hence, the finite volume method is suitable for modeling shocks. 2) The finite volume model combined with the modified MUSCL is successful in modeling shock. Therefore, modified MUSCL is proved to be valid.

• KSCE Journal of Civil and Environmental Engineering Research
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• v.26 no.4A
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• pp.795-808
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• 2006

In this paper, an analytical method which can predict the occurrence of plastic shrinkage cracking on concrete slabs with sequential placement is proposed on the basis of the numerical model introduced in the previous study. The influence of many design variables on plastic shrinkage cracking such as the number of layers and the time interval between layers is quantitatively analyzed through parametric studies using the analytical method. In advance, two equations are introduced to take into account the effect of sequential placement on the plastic shrinkage cracking of concrete slab; The first one is to calculate the time at which the surface of concrete slab begins to dry, and the second one is to determine the critical time interval to prevent the surface drying of previously placed concrete layers. The timing of curing and the sequence of concrete placement, which are important for the prevention of plastic shrinkage cracking, can be effectively planned using the introduced both equations without any rigorous analysis.

• Advanced Industrial SCIence
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• v.3 no.1
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• pp.17-22
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• 2024

History, which began with the emergence of mankind, has a means of recording. Today, we can check the past through data. Generated data may only be generated and stored at a certain moment, but it is not only continuously generated over a certain time interval from the past to the present, but also occurs in the future, so making predictions using it is an important task. In order to find out trends in the use of time series data among numerous data, this paper analyzes the concept of time series data, analyzes Recurrent Neural Network and Long-Short Term Memory, which are mainly used for time series data analysis in the machine learning field, and analyzes the use of these models. Through case studies, it was confirmed that it is being used in various fields such as medical diagnosis, stock price analysis, and climate prediction, and is showing high predictive results. Based on this, we will explore ways to utilize it in the future.