• 응용통계연구
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• 제30권3호
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• pp.441-451
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• 2017

본 논문에서는 주파수공간에서의 주성분 분석을 사용하여 기상자료를 분석하고자 한다. 주파수공간에서의 주성분분석은 차원축소를 위해서도 사용되지만, 주요한 패턴을 뽑아내는 데 사용되는 통계적 방법 중 하나이다. 일반적으로 주파수공간에서의 주성분 분석은 두 가지의 방법이 있는데, Hilbert PCA와 frequency domain PCA가 그것이다. 본 논문에서는 기존의 시간공간 주성분 분석과 함께 두 가지 주파수공간 주성분 분석 방법을 비교하였다. 시뮬레이션 자료를 통하여 주파수공간 주성분 분석 방법의 유용성을 보였으며, 열대 태평양 지역의 해수표층 온도값에 주성분 분석 방법들을 적용하여 기상자료 분석에 대한 유용성을 확인하였다.

• 한국지진공학회논문집
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• 제6권4호
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• pp.23-29
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• 2002

지진 발생시 건축물의 내부상태를 탐사하는데 있어 콘크리트 구조물의 두께, 철근의 피복깊이, 공동의 유무를 탐사하게 되고, 이것을 통해 건축물의 손상을 추정할 수 있다. 이때 콘크리트 내부를 탐사하는 방법으로 지중 탐사 레이더(ground penetrating radar)가 효과적으로 이용될 수 있다. 기존의 레이더 측정 방법에서는 콘크리트 내부를 탐사하기 위해 시간영역에 있는 데이터로 콘크리트의 유전상수를 구하고 시간을 거리로 환산하여 육안 식별에 의해서 결과를 분석하였다. 본 연구에서는 콘크리트 시편을 측정한 후 측정된 데이터를 주파수 영역으로 변환하여 스펙트럼 분석과 필터링을 통한 방법으로 신호 처리하여 시간영역에서의 데이터 분석능력을 향상 시켰다. 데이터 획득을 위해 주로 사용되는 900MHz, 1GHz, 그리고 1.5㎓ 중심 주파수를 갖는 세 개의 안테나를 사용하여 철근시편을 탐사하였다. 주파수 영역에서 차단 주파수(cutoff frequency)를 1/3 옥타브에 의하여 변화시키면서 저역 통과, 고역 통과, 그리고, 대역 통과 등의 필터링을 하였고, 각각의 중심 주파수에 대한 가장 효과적인 차단 주파수를 찾으려고 했다. 차단 주파수의 범위는 최대 하위 2옥타브에서 상위 1옥타브와 최소 하위 2옥타브에서 하위 1옥타브가 적합하였고, 주파수 영역에서 필터링을 통해 콘크리트 내부 정보 분석력 향상을 위한 토대를 마련하였다.

• 전기전자학회논문지
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• 제23권3호
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• pp.858-864
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• 2019

본 논문에서는 센서 유틸리티 네트워크에서 센서 노드들 사이의 주파수 차이로 인한 데이터 손실을 제거하기 위한 클록 시스템이 제안된다. 각 센서 노드를 위한 제안된 클록 시스템은 버스트 클록-데이터 복원 회로, 32-위상 클록을 출력하는 디지털 위상 고정 루프, 그리고 프로그래밍 가능한 개방형 루프 분수 분할기를 사용하는 디지털 주파수 합성기로 구성된다. 첫번째 센서 노드에는 버스트 클록-데이터 복원 회로 대신 능동 인덕터를 사용하는 CMOS 발진기가 사용된다. 제안된 클록 시스템은 1.2 V 공급 전압을 이용하는 65nm CMOS 공정에서 설계된다. 센서 노드들 사이의 주파수 오류가 1%일 때, 제안하는 버스트 클록-데이터 복원 회로는 기준 클록으로 5Mbps 데이터 속도에 대해 64배 체배된 주파수를 가짐으로 4.95 ns의 시간지터를 가진다. 설계된 디지털 주파수 합성기의 주파수 변경은 100 kHz에서 320 MHz의 주파수 범위에서 출력 클록의 한 주기 내에 수행된다.

• Journal of Positioning, Navigation, and Timing
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• 제10권4호
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• pp.315-333
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• 2021

Due to the Global Navigation Satellite System (GNSS) modernization, recently launched GNSS satellites transmit signals at various frequency bands such as L1, L2 and L5. Considering the Korean Positioning System (KPS) signal and other GNSS augmentation signals in the future, there is a high probability of applying more complex communication techniques to the new GNSS signals. For the reason, GNSS receivers based on flexible Software Defined Radio (SDR) concept needs to be developed to evaluate various experimental communication techniques by accessing each signal processing module in detail. This paper proposes a novel SDR-based A-GNSS receiver capable of processing multi-GNSS/RNSS signals at multi-frequency bands. Due to the modular structure, the proposed receiver has high flexibility and expandability. For real-time implementation, A-GNSS server software is designed to provide immediate delivery of satellite ephemeris data on demand. Due to the sampling bandwidth limitation of RF front-ends, multiple SDRs are considered to process the multi-GNSS/RNSS multi-frequency signals simultaneously. To avoid the overflow problem of sampled RF data, an efficient memory buffer management strategy was considered. To collect and process the multi-GNSS/RNSS multi-frequency signals in real-time, the proposed SDR A-GNSS receiver utilizes multiple threads implemented on a CPU and multiple NVIDIA CUDA GPGPUs for parallel processing. To evaluate the performance of the proposed SDR A-GNSS receiver, several experiments were performed with field collected data. By the experiments, it was shown that A-GNSS requirements can be satisfied sufficiently utilizing only milliseconds samples. The continuous signal tracking performance was also confirmed with the hundreds of milliseconds data for multi-GNSS/RNSS multi-frequency signals and with the ten-seconds data for multi-GNSS/RNSS single-frequency signals.

• Journal of Biosystems Engineering
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• 제36권6호
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• pp.476-483
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• 2011

The aerial application using an unmanned helicopter has been already utilized and an attitude controller would be developed to enhance the operational convenience and safety of the operator. For a preliminary study of designing flight controller, a state space model for an RC helicopter would be identified. Frequency sweep flight tests were performed and time history data were acquired in the previous study. In this study, frequency response of the flight test data of a small unmanned helicopter was analyzed by using the CIFER software. The time history flight data consisted of three replications each for collective pitch, aileron, elevator and rudder sweep inputs. A total of 36 frequency responses were obtained for the four control stick inputs and nine outputs including linear velocities and accelerations and angular velocities in 3-axis. The results showed coherence values higher than 0.6 for every primary control inputs and corresponding on-axis outputs for the frequency range from 0.07 to 4 Hz. Also the analysis of conditioned frequency response showed its effectiveness in evaluating cross coupling effects. Based on the results, the dynamic characteristics of the model helicopter can further be analyzed in terms of transfer functions and the undamped natural frequency and damping ratio of each critical mode.

• Nuclear Engineering and Technology
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• 제53권4호
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• pp.1088-1099
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• 2021

Time-frequency analysis technique is an effective analysis tool for non-stationary processes. In the field of reactor neutron noise, the time-frequency analysis method has not been thoroughly researched and widely used. This work has studied the time-frequency analysis of the reactor neutron noise experimental signals under bubble disturbance and control rod vibration. First, an experimental platform was established, and it could be employed to reactor neutron noise experiment and data acquisition. Secondly, two types of reactor neutron noise experiments were performed, and valid experimental data was obtained. Finally, time-frequency analysis was conducted on the experimental data, and effective analysis results were obtained in the low-frequency part. Through this work, it can be concluded that the time-frequency analysis technique can effectively investigate the core dynamics behavior and deepen the identification of the unstable core process.

• 사상체질의학회지
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• 제28권1호
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• pp.57-66
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• 2016

Objectives The purpose of this study is to report on the collecting status of the prospective clinical data, that is designed to find clinical factors for determining the constitutional prescription.Methods We collected the prospective clinical data of 1208 subjects in the 10 oriental hospitals and 2 oriental clinic, from September 2012 to July 2015. Subjects were diagnosed and prescribed by the Sasang Constitution specialist. We counted the usage frequency of each constitutional herbal formula. Besides we check the main chief complaints on each constitutional herbal formula.Results & Conclusions In TE type, Yeoldahanso-tang, Cheongsimnyeonja-tang were used in high frequency. In SE type, Palmulgunja-tang, Gwakhyangjunggi-san were used in high frequency. In SY type, Hyeongbangjihwang-tang, Yanggyeoksanhwa-tang were used in high frequency. The both of high frequency-prescriptions in TE types were for the Interiorheat disease, expecially liver-heat lung-dry symptomatology. The main chief complaint of high frequency-prescriptions was fatigue in every constitution. We hope that the process of constitutional prescription would be standardized through the subsequent researches.

• 한국안전학회지
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• 제29권2호
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• pp.76-81
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• 2014

Railroad traffic accident consists of train accident, level-crossing accident, traffic death and injury accident caused by train or vehicle, and it is showing a continuous downward trend over a long period of time. As a result of the frequency comparison of train accidents and level-crossing accidents using the railway accident statistics data of Railway Industry Information Center, the share of train accident is over 90% in the 1990s and 80% in the 2000s more than the one of level-crossing accidents. In this study, we investigated time series characteristic and short-term prediction of railroad crossing, as well as seasonal characteristic. The analysis data has been accumulated over the past 20 years by using the frequency data of level-crossing accident, and was used as a frequency data per month and year. As a result of the analysis, the frequency of accident has the characteristics of the seasonal occurrence, and it doesn't show the significant decreasing trend in a short-term.

• Current Optics and Photonics
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• 제5권4호
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• pp.409-420
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• 2021

We propose a method to synthesize a color non-hogel-based computer-generated-hologram (CGH) from light field data of a three-dimensional scene with a hologram pixel pitch shared for all color channels. The non-hogel-based CGH technique generates a continuous wavefront with arbitrary carrier wave from given light field data by interpreting the ray angle in the light field to the spatial frequency of the plane wavefront. The relation between ray angle and spatial frequency is, however, dependent on the wavelength, which leads to different spatial frequency sampling grid in the light field data, resulting in color aberrations in the hologram reconstruction. The proposed method sets a hologram pixel pitch common to all color channels such that the smallest blue diffraction angle covers the field of view of the light field. Then a spatial frequency sampling grid common to all color channels is established by interpolating the light field with the spatial frequency range of the blue wavelength and the sampling interval of the red wavelength. The common hologram pixel pitch and light field spatial frequency sampling grid ensure the synthesis of a color hologram without any color aberrations in the hologram reconstructions, or any loss of information contained in the light field. The proposed method is successfully verified using color light field data of various test or natural 3D scenes.

• 제어로봇시스템학회:학술대회논문집
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• 제어로봇시스템학회 1995년도 Proceedings of the Korea Automation Control Conference, 10th (KACC); Seoul, Korea; 23-25 Oct. 1995
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• pp.360-363
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• 1995

In this paper, we describe the composition of frequency response bands based on experimental data of plants (controlled systems) with uncertainty and nonlinearity, and the robust stability evaluation of feedback control systems. Analysis and design of control systems using the upper and lower bounds of such experimental data would be effective as a practicable method which is not heavily dependent upon mathematical models such as the transfer function. First, we present a method to composite gain characteristic bands of frequency response of cascade connected plants with uncertainty and a recurrent inequality for the composition. Next, evaluation methods of the robust stability of multi-loop control systems obtained through feedback from the output terminals and multi-loop control systems obtained through feedback into the input terminals are described. In actual control systems, experimental data of frequency responses often depends on the amplitude of input. Therefore, we present the evaluation method of the nominal value and the width of the frequency response band in such a case, and finally give numerical examples based on virtual experimental data.