• Title/Summary/Keyword: 점근 분석

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Bootstrap Calibrated Confidence Bound for Variance Components Model (분산 성분 모형에 대한 붓스트랩 보정 신뢰구간)

  • Lee, Yong-Hee
    • The Korean Journal of Applied Statistics
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    • v.19 no.3
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    • pp.535-544
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    • 2006
  • We consider use of Bootstrap calibration in the problem of setting a confidence interval for a linear combination of variance components. Based on the the modified large sample(MLS) method by Graybill and Wang(1980), Bootstrap Calibration is applied to improve the coverage probability of the MLS confidence bound when the experiment is balanced and coefficients of a linear combination are positive. Performance of the proposed confidence bound in small sample is investigated by simulation studies.

Network Coding Performance Analysis with Multicast Topology (Multicast Topology에서의 네트워크 코딩 성능 분석)

  • Lee, Mi-Sung;Balakannan, S.P.;Lee, Moon-Ho
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.47 no.11
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    • pp.30-35
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    • 2010
  • Network coding is a new research area that may have interesting applications in practical networking systems. With network coding, intermediate nodes may send out packets that are linear combinations of previously received information. The exploration of numerical, theoretical and operational networking issues from new perspectives that consider coding at network nodes. We have presented a network coding approach which asymptotically achieves optimal capacity in multi-source multicast networks. Our analysis uses connections that we make between network coding. In this paper we analysed with and without network coding performance. Also we discussed the simulation results on network coding with linear optimization problem and it shows how network coding can be used.

Performance Comparisons of Two Inner Coding Structures in Concatenated Codes for Wireless Multimedia / Multicast Transmission on Shipboard (해상환경에서 선박내 무선 이동 멀티캐스트/멀티미디어 전송을 위한 쇄상부호의 내부호 구조 성능비교 연구)

  • Lee, Ye Hoon;Lee, Seong Ro
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.39C no.12
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    • pp.1323-1326
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    • 2014
  • In this letter, we compare the performance of two concatenated coding structures in slow FH/SS systems for multimedia/multicast transmission on shipboard. Two outer code symbols are transmitted during a hop. The first structure consists of one inner codeword per one outer code symbol, while the second structure consists of one inner codeword per two outer code symbols. We analyze the overall block error probability in asymptotic region and show that the performance of the second scheme is superior to the first one.

Resampling Methods on Frequency Domains for Time Series (시계열분석을 위한 주파수 공간상에서의 재표집 기법)

  • Yeo In-Kwon;Yoon Wha-Hyung;Cho Sin-Sup
    • The Korean Journal of Applied Statistics
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    • v.19 no.1
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    • pp.121-134
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    • 2006
  • This paper presents the resampling method for time series data in the frequency domain obtained by using discrete cosine transforms(DCT) The advantage of the proposed method is to generate bootstrap samples in time domain comparing with existing bootstrapping method. When time series are stationary, statistical properties of DCT coefficients are investigated and provide the verification of the proposed procedure.

Asymptotic Test for Dimensionality in Sliced Inverse Regression (분할 역회귀모형에서 차원결정을 위한 점근검정법)

  • Park, Chang-Sun;Kwak, Jae-Guen
    • The Korean Journal of Applied Statistics
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    • v.18 no.2
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    • pp.381-393
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    • 2005
  • As a promising technique for dimension reduction in regression analysis, Sliced Inverse Regression (SIR) and an associated chi-square test for dimensionality were introduced by Li (1991). However, Li's test needs assumption of Normality for predictors and found to be heavily dependent on the number of slices. We will provide a unified asymptotic test for determining the dimensionality of the SIR model which is based on the probabilistic principal component analysis and free of normality assumption on predictors. Illustrative results with simulated and real examples will also be provided.

A Rank-Based Signal Detector in a Weakly Dependent Noise Model (약의존성 잡음모형에서 순위를 바탕으로 한 신호검파기)

  • Kim, Kwang-Soon;Yoon, Seok-Ho;Park, So-Ryoung;Lee, Joo-Shik;Song, Iick-Ho;Kim, Sun-Yong
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.37 no.1
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    • pp.76-82
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    • 2000
  • In this paper, we consider nonparametric signal detection problems under the presence of additive noise exhibiting weak dependence We derive the test statistics of the locally optimum rank detectors under a weakly dependent noise model for known and random signal cases The performance characteristic of the locally optimum rank detectors are analyzed in terms of asymptotic relative efficiency.

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Sampled-Data Controller Design for Nonlinear Systems Including Singular Perturbation in Takagi-Sugeno Form (특이섭동을 포함한 타카기 - 수게노 형태의 비선형 시스템을 위한 새로운 샘플치 제어기의 설계기법 제안)

  • Moon, Ji Hyun;Lee, Jaejun;Lee, Ho Jae
    • Journal of the Korean Institute of Intelligent Systems
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    • v.26 no.1
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    • pp.50-55
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    • 2016
  • This paper discusses a sampled-data controller design problem for nonlinear systems including singular perturbation. The concerned system is assumed to be modeled in Takagi--Sugeno (T--S) form. By introducing a novel Lyapunov function and an identity equation, the stability of the sampled-data closed-loop dynamics of the singularly perturbed T--S fuzzy system is analyzed. The design condition is represented in terms of linear matrix inequalities. A few discussions on the development are made that propose future research topics. Numerical simulation shows the effectiveness of the proposed method.

Preparation of Anionomeric Polyurethane Dispersions and Effects of Mixed Polyol on the Properties of Polyurethane (음이온성 폴리우렌탄 분산체의 제조와 우레탄 물성에 대한 폴리올의 혼합 효과)

  • Ahn, Jae-Beom;Cho, Hang-Kyu;Jeong, Chang-Nam;Noh, Si-Tae
    • Applied Chemistry for Engineering
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    • v.8 no.2
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    • pp.230-236
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    • 1997
  • Polyurethane dispersions(PUD) were prepared from IPDI, PBEAG and PTMG as respectively ester type and ether type polyols and DMPA as anionic site. The effect of composition and type of polyols on the particle size of PUD and mechanical, thermal properties of PUD cast film were investigated. As the PTMG contents in mixed polyols increased, the particle size asymptotically increased and tensile strength showed a mild drop followed by a mild increase. This results from the incompatibility of two polyols, which was possibly identified by DSC analysis.

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Numerical Analysis for the Geological Engineering Characteristics of Unconsolidated Sediment (미고결 퇴적물의 지질공학적 특성에 대한 수치해석적 연구)

  • CHO Tae-Chin
    • Korean Journal of Fisheries and Aquatic Sciences
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    • v.23 no.3
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    • pp.215-224
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    • 1990
  • Finite element model capable of solving coupled deformation-fluid diffusion equations for the fully saturated porous medium was developed using Galerkin's residual method. This model was used to study the mechanical and hydraulic behaviors of unconsolidated sediment near South Harbor, Pusan. The vertical displacement of top surface clay sediment, when subjected to the external load, is significantly affected by the excessive pore pres- sure buildup and its decay due to the pore fluid diffusion. The sand deposit overlain by the much less permeable clay layer serves as a flow channel. Consequently, the fluid diffusion due to pore pressure difference is significantly facilitated, which also affects the diffusion-dependent sediment deformation.

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The Diversity-Multiplexing Tradeoff for Multiple-Antenna Adaptive Decode and Forward Relay Protocols Exploiting Imperfect CSIT (불완전한 채널정보를 사용하는 다중안테나 적응형 복호 후 전송 중계 프로토콜의 Diversity-Multiplexing Tradeoff 분석)

  • Yoon, Han-Sang;Yoon, Eun-Chul
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.36 no.9A
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    • pp.776-783
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    • 2011
  • In this paper, assuming that the transmitter can exploit imperfect channel state information (CSI), the diversity-multiplexing tradeoff (DMT) functions of three adaptive decode-and-forward (DF) relay protocols, each of which uses multiple-antennas at the destination node, at the relay node, or at the source node are derived. When the imperfect CSI qualities for the source-relay link, the relay-destination link, and the source-destination link are subject to asymptotic conditions, the additional diversity gains attainable by exploiting the imperfect CSI at the transmitter for those three adaptive DF relay protocols are investigated.