• 제목/요약/키워드: PC based Monte Carlo simulation

검색결과 14건 처리시간 0.024초

Goodness-of-fit tests based on generalized Lorenz curve for progressively Type II censored data from a location-scale distributions

  • Lee, Wonhee;Lee, Kyeongjun
    • Communications for Statistical Applications and Methods
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    • 제26권2호
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    • pp.191-203
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    • 2019
  • The problem of examining how well an assumed distribution fits the data of a sample is of significant and must be examined prior to any inferential process. The observed failure time data of items are often not wholly available in reliability and life-testing studies. Lowering the expense and period associated with tests is important in statistical tests with censored data. Goodness-of-fit tests for perfect data can no longer be used when the observed failure time data are progressive Type II censored (PC) data. Therefore, we propose goodness-of-fit test statistics and a graphical method based on generalized Lorenz curve for PC data from a location-scale distribution. The power of the proposed tests is then assessed through Monte Carlo simulations. Finally, we analyzed two real data set for illustrative purposes.

Polar coded cooperative with Plotkin construction and quasi-uniform puncturing based on MIMO antennas in half duplex wireless relay network

  • Jiangli Zeng;Sanya Liu
    • ETRI Journal
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    • 제46권2호
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    • pp.175-183
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    • 2024
  • Recently, polar code has attracted the attention of many scholars and has been developed as a code technology in coded-cooperative communication. We propose a polar code scheme based on Plotkin structure and quasi-uniform punching (PC-QUP). Then we apply the PC-QUP to coded-cooperative scenario and built to a new coded-cooperative scheme, which is called PCC-QUP scheme. The coded-cooperative scheme based on polar code is studied on the aspects of codeword construction and performance optimization. Further, we apply the proposed schemes to space-time block coding (STBC) to explore the performance of the scheme. Monte Carlo simulation results show that the proposed cooperative PCC-QUP-STBC scheme can obtain a lower bit error ratio (BER) than its corresponding noncooperative scheme.

Dust Scattering Simulation in Taurus-Auriga-Perseus(TPA) Complex

  • 임태호;선광일;민경욱
    • 천문학회보
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    • 제36권1호
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    • pp.88.1-88.1
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    • 2011
  • We present the FIMS/SPEAR FUV continuum map of The Taurus - Auriga - Perseus (TPA) complex, which is one of the largest local association of dark clouds located in (l,b)~([152,180],[-28,0]). We also present the result of FUV dust scattering simulation, which is based on Monte Carlo Radiative Transfer(MCRT) technique. Before the simulation we generate the model cloud using Hipparcos 77834 stars and the calculation of their E(B-V). From the density-integrated image and the cross section image of the modeled cloud we confirmed that the Taurus cloud is located in ~130pc. The cloud north of the California nebula is known for its two layered structure and we confirm that using the cross section image of the modeled cloud. In our modeled cloud, that two clouds are located at ~130pc and at ~300pc, respectively. Over the whole region the result image of simulation is well correlated with the diffuse FUV observed with FIMS/SPEAR. The dense core of the Taurus cloud, however, is not revealed completely in the map.

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Derivation of Design Flood Using Multisite Rainfall Simulation Technique and Continuous Rainfall-Runoff Model

  • Kwon, Hyun-Han
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2009년도 학술발표회 초록집
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    • pp.540-544
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    • 2009
  • Hydrologic pattern under climate change has been paid attention to as one of the most important issues in hydrologic science group. Rainfall and runoff is a key element in the Earth's hydrological cycle, and associated with many different aspects such as water supply, flood prevention and river restoration. In this regard, a main objective of this study is to evaluate design flood using simulation techniques which can consider a full spectrum of uncertainty. Here we utilize a weather state based stochastic multivariate model as conditional probability model for simulating the rainfall field. A major premise of this study is that large scale climatic patterns are a major driver of such persistent year to year changes in rainfall probabilities. Uncertainty analysis in estimating design flood is inevitably needed to examine reliability for the estimated results. With regard to this point, this study applies a Bayesian Markov Chain Monte Carlo scheme to the NWS-PC rainfall-runoff model that has been widely used, and a case study is performed in Soyang Dam watershed in Korea. A comprehensive discussion on design flood under climate change is provided.

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사용자 친숙형 반도체 공정 시뮬레이터의 구성에 관한 연구 (A Study of Semiconductor Process Simulator with User Friendly Framework)

  • 이준하;이흥주
    • 한국산학기술학회논문지
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    • 제5권4호
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    • pp.331-335
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    • 2004
  • 본 논문에서는 반도체 공정 시뮬레이션을 위해 산화, 확산 및 이온 주입 공정을 모델링하고, 효율적인 실행과 상호 연관된 연속 공정의 시뮬레이션이 가능하도록 통합화된 환경을 구축하였다. 점성적 스트레스 모델을 이용한 산화 공정은 유속-압력 알고리즘과 경계요소법을 이용하여 안정된 해를 얻었으며, 선확산과 산화증배 현상이 포함된 확산 공정은 전진해법과 유한요소법을 이용하였다 또한 이온 주입 공정은 TRIM을 기본으로 다양한 공정 조건에 대한 모델이 추가된 몬테카를로 방법을 사용하였다. 편리한 사용자 입력 인터페이스와 그래픽적 출력을 제공하고, 윈도즈의 API함수를 이용하여 PC상에서 적은 메모리로도 빠른 결과를 얻을 수 있도록 하였으며, 객체 지향적인 모듈화로 타 시뮬레이터와의 호환성이 가능하도록 구성하였다.

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Far-ultraviolet study of the local supershell GSH 006-15+7

  • Jo, Young-Soo;Min, Kyoung-Wook;Seon, Kwang-Il
    • 천문학회보
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    • 제39권2호
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    • pp.81.2-81.2
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    • 2014
  • We have analyzed the archival data of far ultraviolet (FUV) observations made for the region of GSH 006-15+7, a large shell-like structure discovered by Moss et al. (2012) from the H I velocity maps. FUV emission is seen enhanced in the lower supershell region and is believed to originate from dust scattering of interstellar photons. A corresponding Monte Carlo simulation indicates that the supershell is located at a distance of $1250^{+750}{_{-500}}$ pc, similar to the previous estimation of 1.5{\pm}0.5 kpc based on kinematic considerations. The spectrum obtained for the lower supershell exhibits molecular hydrogen fluorescence lines: a simulation model for this candidate photodissociation region (PDR) yields a rather high total hydrogen density of $n_H{\sim}30cm^{-3}$ with H2 column density of $N(H_2){=}^{1017.5-20.0}cm^{-2}$. It is argued that the region is in a transition stage from a warm to a cool neutral phase. Strong C IV emission is also seen in the spectrum, but it is not believed to be associated with the supershell as the corresponding spectral map shows a broad region of enhancement both inside and outside the supershell.

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Far-ultraviolet Observations of the Taurus-Perseus-Auriga Complex

  • 임태호;민경욱;선광일
    • 천문학회보
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    • 제37권2호
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    • pp.98.2-98.2
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    • 2012
  • We firstly present the unified Far-UV continuum map of the Taurus-Auriga-Perseus (TPA) complex, one of the largest local associations of dark cloud located in (l, b)=([154,180], [-28, -2]), by merging both FIMS and GALEX. The FUV continuum map shows that dust extinction correlate well with the FUV around the complex. It shows strong absorption in FUV toward the dense Taurus cloud while it does not in California cloud. It turned out that it is related to the relative location of each cloud and Perseus OB2 association. We also present some results of dust scattering simulation based on Monte Carlo Radiative Transfer technique (MCRT). Through this dust scattering simulation, we have derived the scattering parameter for this region, albedo(a)=$0.42^{+0.05}{_{-0.05}}$, asymmetry factor(g)=$0.47^{+0.11}{_{-0.27}}$. The optical parameters we obtained seem reasonable compared to the theoretical model values ~0.40 and ~0.65 for the albedo and the phase function though the phase function is rather small. Using the result of simulation, we figured out the geometries of each cloud in the complex region, especially their distances and thicknesses. Our predictions from the results are in good agreement with the previous studies related to the TPA complex. For example, the Taurus cloud is within ~200pc from the Sun and the Perseus seems to be multi-layered, at least two. The California cloud is more distant than the other cloud on average at ~350 pc and Auriga cloud seems to be between the Taurus cloud and the eastern end of the California cloud. We figured out that across the TPA complex region, there might be some correlation between the LSR velocity and the distance to each cloud in the complex.

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Glass dosimeter와 PCXMC Program을 이용한 소아피폭선량 측정 및 분석 (Measurement and Analysis of Pediatric Patient Exposure Dose Using Glass dosimeter and a PC-Based Monte Carlo Program)

  • 김영은;이정화;홍선숙;이관섭
    • 대한디지털의료영상학회논문지
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    • 제14권2호
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    • pp.9-14
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    • 2012
  • Exposed dose of young child should be managed necessarily. Young child is more sensitive than adult of a Radioactivity, especially, and lives longer than adult. Must reduce exposed dose which follows The ALARA(As Low As Reasonably Achievable)rule is recommended by ICRP(International Commission on Radiological Protection)within diagnostic useful range. Therefore, We have to prepare Pediatric DRL(Diagnostic Reference Level) in Korea as soon as possible. Consequently, in this study, wish to estimate organ dose and effective dose using PCXMC Program(a PC-Based Monte Carlo Program), and measure ESD(Entrance surface dose)and organ dose using Glass dosimeter, and then compare with DRL which follows EC(European Commission)and NRPB(National Radiological Protection Board). Using glass dosimeter and PCXMC programs conforming to the International Committee for Radioactivity Prevention(ICRP)-103 tissue weighting factor based on the item before the organs contained in the Chest, Skull, Pelvis, Abdomen in the organ doses and effective dose and dose measurements were evaluated convenience. In a straightforward way to RANDO phantom inserted glass dosimeter(GD352M)by using the hospital pediatric protocol, and in a indirect way was PCXMC the program through a virtual simulation of organ doses and effective dose were calculated. The ESD in Chest PA is 0.076mGy which is slightly higher than the DRL of NRPB(UK) is 0.07mGy, and is lower than the DRL of EC(Europe) which is 0.1mGy. The ESD in Chest Lateral is 0.130mGy which is lower than the DRL of EC(Europe) is 0.2mGy. The ESD in Skull PA is 0.423mGy which is 40 percent lower than the DRL of NRPB(UK) is 1.1mGy and is 28 percent lower than the DRL of EC(Europe) is 1.5mGy. The ESD in Skull Lateral is 0.478mGy which is half than the DRL of NRPB(UK) is 0.8mGy, is 40 percent lower than the DRL of EC(Europe) is 1mGy. The ESD in Pelvis AP is 0.293mGy which is half than the DRL of NRPB(UK) is 0.60mGy, is 30 percent lower than the DRL of EC(Europe)is 0.9mGy. Finally, the ESD in Abdomen AP is 0.223mGy which is half than the DRL of NRPB(UK) is 0.5mGy, and is 20 percent lower than the DRL of EC is 1.0mGy. The six kind of diagnostic radiological examination is generally lower than the DRL of NRPB(UK)and EC(Europe) except for Chest PA. Shouldn't overlook the age, body, other factors. Radiological technician must realize organ dose, effective dose, ESD when examining young child in hospital. That's why young child is more sensitive than adult of a Radioactivity.

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웹과 네트워크 기술을 이용한 환자 맞춤식 암치료 계획 시뮬레이션 시스템 (A Customized Cancer Radiation Treatment Planning Simulation (ccRTPs) System via Web and Network)

  • 금오연
    • 한국의학물리학회지:의학물리
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    • 제17권3호
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    • pp.144-152
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    • 2006
  • 네트워크기술을 이용한 서버-클라이언트 원격의료기술은 특히 의료시설이 낙후된 지방도시의 의료기관에 질 높은 의료서비스를 제공할 수 있는 기술이다. 이러한 기술은 중앙 집중 방식으로 진단과 검사용으로 사용되는 대형 컴퓨터 하드웨어와 소프트웨어를 매우 효율적이고 경제적으로 관리할 수 있게 하게 때문에 궁극적으로는 의료수가를 감소시키는데도 기여할 것이다. 각 환자에 대해 환자 맞춤형 방사선 치료계획은 매우 효율적인 암 치료를 가능하게 하기 때문에 환자와 의사 모두에게 매우 유익한 방법이다. 치료계획전문가들은 환자에게 너무 적은 선량을 주면 암이 계속 재발할 확률이 높고 너무 많은 선량을 주면 환자를 다치게 할 수도 있다는 것을 잘 이해한다. 최고의 해법은 가장 정확한 선량을 주는 것인데 이것은 각 환자의 CT 자료를 기반으로 정확한 선량계획 시뮬레이션 시스템을 사용하는 것이다. 우리는 네트워크 기반과 웹 기반을 이용한 환자 맞춤형 치료계획 시뮬레이션 시스템개발을 위해 관련된 4가지 컴퓨터 프로그램을 개발하고 있다. 환자의 CT자료를 이용하여 각 환자의 표적 자료를 만드는 프로그램, 이 표적자료를 바탕으로 방사선 선량 시뮬레이션을 하는 병렬 몬테카를로 프로그램, 선량주사변수들을 최적화시키는 프로그램, 그리고 계산결과를 시각화하는 프로그램들이다. 모든 소프트웨어는 약 100-200개의 개인컴퓨터로 구성된 클러스터에서 병렬모드로 운영이 된다. 이와 같이 방대한 하드웨어와 소프트웨어의 효과적인 관리를 각 병원에 맡기는 것은 효율적이지 못하기 때문에 이를 중앙에서 관리하면서 각 병원에서는 네트워크나 웹을 통하여 마치 모든 것이 자기 병원에 있는 것과 같이 편리하게 쓸 수 있게 하는 시스템으로 의사와의 계속적인 의사소통은 클라이언트-서버 시스템의 메신저 기능을 이용한다.

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Raman O VI Profile Analysis of Accretion and Bipoloar Outflow in Sanduleak's Star

  • Heo, Jeong-Eun;Angeloni, Rodolfo;Di Mille, Francesco;Palma, Tali;Lee, Hee-Won
    • 천문학회보
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    • 제42권1호
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    • pp.58.4-59
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    • 2017
  • Sanduleak's star is a suspected symbiotic binary located in the Large Magellanic Cloud. It is known that it has a giant jet with physical size ~ 14pc. Its spectrum shows two strong emission bands at $6825{\AA}$ and $7082{\AA}$, which are originated from Raman-scattering of O VI by neutral hydrogen atoms. We present the high-resolution spectrum of Sanudleak's star obtained with MIKE at the Magellan-Caly telescope to investigate the O VI emission region based on the profiles of the two Raman features. In this spectrum, it is noted that the Raman $6825{\AA}$ feature exhibits a single broad peak profile, which is in high contrast with a clear triple peak profile of the Raman $7082{\AA}$ feature. In our analysis we suggest that the O VI emission region consist of three main emission parts: an accretion disk, a bipolar outflow and an optically thick, compact component surrounding the white dwarf. By performing Monte Carlo simulation we constrain the representative column density of the H I scattering region N_HI ~1${\times}$10^23 cm^-2, which is in accordance with the observed flux ratio in the two Raman features F(6825)/F(7082) ~ 4.5.

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