• Title/Summary/Keyword: FDR

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Development of Traffic Accident Index Considering Driving Behavior of a Data Based (데이터 기반의 도로구간별 운전자의 통행행태를 고려한 교통사고지표 개발)

  • LEE, Soongbong;CHANG, Hyunho;CHEON, Seunghoon;BAEK, Seungkirl;LEE, Young-Ihn
    • Journal of Korean Society of Transportation
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    • v.34 no.4
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    • pp.341-353
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    • 2016
  • Highway is mainly in charge of middle-long distance of vehicular travel. Trip length has shown a growing trend due to increased commute distances by the relocation of public agencies. For this reason, the proportion of driver-driven accidents, caused by their fatigue or sleepiness, are very high on highways. However, existing studies related to accident prediction have mainly considered external factors, such as road conditions, environmental factors and vehicle factors, without driving behavior. In this study, we suggested an accident index (FDR, Fatigued Driving Rate) based on traffic behavior using large-scale Car Navigation path data, and exlpored the relationship between FDR and traffic accidents. As a result, FDR and traffic accidents showed a high correlation. This confirmed the need for a paradigm shift (from facilities to travel behavior) in traffic accident prediction studies. FDR proposed in this study will be utilized in a variety of fields. For example, in providing information to prevent traffic accidents (sleepiness, reckless driving, etc) in advance, utilization of core technologies in highway safety diagnostics, selection of priority location of rest areas and shelter, and selection of attraction methods (rumble strips, grooving) for attention for fatigued sections.

Application of False Discovery Rate Control in the Assessment of Decrease of FDG Uptake in Early Alzheimer Dementia (조기 알츠하이머 치매의 뇌포도당 대사 감소 평가에서 오류발견률 조절법의 적용)

  • Lee, Dong-Soo;Kang, Hye-Jin;Jang, Myung-Jin;Cho, Sang-Soo;Kang, Won-Jun;Lee, Jae-Sung;Kang, Eun-Joo;Lee, Kang-Uk;Woo, Jong-In;Lee, Myung-Chul
    • The Korean Journal of Nuclear Medicine
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    • v.37 no.6
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    • pp.374-381
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    • 2003
  • Purpose: Determining an appropriate thresholding is crucial for PDG PET analysis since strong control of Type I error could fail to find pathological differences between eariy Alzheimer' disease (AD) patients and healthy normal controls. We compared the SPM results on FDG PET imaging of early AD using uncorrected p-value, random-field based corrected p-value and false discovery rate (FDR) control. Materials and Methods: Twenty-eight patients ($66{\pm}7$ years old) with early AD and 18 age-matched normal controls ($68{\pm}6$ years old) underwent FDG brain PET. To identify brain regions with hypo-metabolism in group or individual patient compared to normal controls, group images or each patient's image was compared with normal controls usingthe same fixed p-value of 0.001 on uncorrected thresholding, random-field based corrected thresholding and FDR control. Results: The number of hypo-metabolic voxels was smallest in corrected p-value method, largest in uncorrected p-value method and intermediate in FDG thresholding in group analysis. Three types of result pattern were found. The first was that corrected p-value did not yield any voxel positive but FDR gave a few significantly hypometabolic voxels (8/28, 29%). The second was that both corrected p-value and FDR did not yield any positive region but numerous positive voxels were found with the threshold of uncorrected p-values (6/28, 21%). The last was that FDR was detected as many positive voxels as uncorrected p-value method (14/28, 50%). Conclusions FDR control could identify hypo-metaboiic areas in group or individual patients with early AD. We recommend FDR control instead of uncorrected or random-field corrected thresholding method to find the areas showing hypometabolism especially in small group or individual analysis of FDG PET.

Measuring Water Content Characteristics by Using Frequency Domain Reflectometry Sensor in Coconut Coir Substrate (FDR(Frequency Domain Reflectometry)센서를 이용한 코코넛 코이어 배지내 수분특성 측정)

  • Park, Sung Tae;Jung, Geum Hyang;Yoo, Hyung Joo;Choi, Eun-Young;Choi, Ki-Young;Lee, Yong-Beom
    • Journal of Bio-Environment Control
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    • v.23 no.2
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    • pp.158-166
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    • 2014
  • This experiment has investigated suitable methods to improve precision water content monitoring of coconut coir substrates to control irrigation by frequency domain reflectometry(FDR) sensors. Specifically, water content changes and variations were observed at different sensing distances and positions from the irrigation dripper location, and different spaces between the FDR sensors with or without noise filters. Commercial coconut coir substrates containing different ratios of dust and chips(10:0, 7:3, 5:5, 3:7) were used. On the upper side and the side of the substrates, a FDR sensor was used at 5, 10, 20, 30cm distances respectively from the irrigation dripper point, and water content was measured by time after the irrigation. In the glass beads, sensors were installed with or without noise filtering. Closer sensing distance had a higher water content increasing rate, regardless of different coir substrate ratios. There were no differencies of water content increasing rates in 10:0 and 3:7 substrates between the upper side and the side. Whereas, 7:3 and 5:5 substrates showed higher increasing rates on the upper side measurements. Substrates with higher ratios of chip(3:7) had lower increasing rates than others. And, with noise filters, the exatitude of measurement was improved because the variation and deviation were reduced. Therefore, in coconut coir with FDR sensors, an efficient water content measurment to control irrigations can be achieved by installing sensors closer to an irrigation point and upper side of substrates with noise filters.

Improving Physical-Layer Security for Full-duplex Radio aided Two-Way Relay Networks

  • Zhai, Shenghua;An, Jianping
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.14 no.2
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    • pp.562-576
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    • 2020
  • The power allocation optimization problem is investigated for improving the physical-layer security in two-way relaying networks, where a full-duplex relay based half-jamming protocol (HJP-FDR) is considered. Specially, by introducing a power splitter factor, HJP-FDR divides the relay's power into two parts: one for forwarding the sources' signals, the other for jamming. An optimization problem for power split factor is first developed, which is proved to be concave and closed-form solution is achieved. Moreover, we formulate a power allocation problem to determine the sources' power subject to the total power constraint. Applying the achieved closed-form solutions to the above-mentioned problems, a two-stage strategy is proposed to implement the overall power allocation. Simulation results highlight the effectiveness of our proposed algorithm and indicate the necessity of optimal power allocation.

An experimental approach for estimating the porosity and effective porosity of porous media by permittivity methods

  • Nishigaki M.;Komatsu M.;Kim M.-I.
    • 한국지구물리탐사학회:학술대회논문집
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    • 2003.11a
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    • pp.703-710
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    • 2003
  • In the sub-surface environments, detection of the movement of contaminant substances and recharge of groundwater by rainfall are very important factors which contain porosity and effective porosity of porous media. In this paper, the applicability of permittivity methods and proposed dielectric mixing models (DDMs) are discussed. This study showed that the ratio of effective porosity to porosity of Toyoura and River sands were 0.856 and 0.843. From the relationships between the relative porosity and effective porosity, all measured values can be confirmed to outside the range to about 0.800 for Toyoura and River sands under all experiments by FDR and FDR-V systems. In the study, this permittivity equipment can be considered to be good enough to measure determining the physical parameters of saturated soils. Consequently, this permittivity method can be contributed to estimate a porosity and effective porosity of saturated porous media because it is easy and instantaneous than previous in-situ methods.

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A Comparative Study on Frequency Estimation Methods

  • Kim, Yoon Sang;Kim, Chul-Hwan;Ban, Woo-Hyeon;Park, Chul-Won
    • Journal of Electrical Engineering and Technology
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    • v.8 no.1
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    • pp.70-79
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    • 2013
  • In this paper, a comparative study on the frequency estimation methods using IRDWT (Improved Recursive Discrete Wavelet Transform), FRDWT(Fast Recursive Discrete Wavelet Transform), and GCDFT(Gain Compensator Discrete Fourier Transform) is presented. The 345[kV] power system modeling data of the Republic of Korea by EMTP-RV is used to evaluate the performance of the proposed two kinds of RDWT(IRDWT and FRDWT) and GCDFT. The simulation results show that the frequency estimation technique based on FRDWT could be the optimal frequency measurement method, and thus can be applied to FDR(Fault Disturbance Recorder) for wide-area blackout protection or frequency measurement apparatus.

Multiple Testing in Genomic Sequences Using Hamming Distance

  • Kang, Moonsu
    • Communications for Statistical Applications and Methods
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    • v.19 no.6
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    • pp.899-904
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    • 2012
  • High-dimensional categorical data models with small sample sizes have not been used extensively in genomic sequences that involve count (or discrete) or purely qualitative responses. A basic task is to identify differentially expressed genes (or positions) among a number of genes. It requires an appropriate test statistics and a corresponding multiple testing procedure so that a multivariate analysis of variance should not be feasible. A family wise error rate(FWER) is not appropriate to test thousands of genes simultaneously in a multiple testing procedure. False discovery rate(FDR) is better than FWER in multiple testing problems. The data from the 2002-2003 SARS epidemic shows that a conventional FDR procedure and a proposed test statistic based on a pseudo-marginal approach with Hamming distance performs better.

Factors related to Performance of Reverse Osmosis Membrane in Seawater Desalination Process (해수담수화 공정에서 역삼투막의 거동에 영향을 주는 요인)

  • Park, Jun-Young;Hong, Sung-Ho;Kim, Ji-Hoon;Jeong, Woo-Won;Nam, Jong-Woo;Kim, Young-Hoon;Lee, Chang-Ha;Kim, Hyung-Soo
    • Journal of Korean Society of Water and Wastewater
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    • v.25 no.2
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    • pp.171-176
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    • 2011
  • Organic matters that comprise a tiny part of seawater generally occur over 50% of membrane fouling in Reverse Osmosis Process. This study evaluates Foundation efficiency of reverse osmosis membranes under brackish and seawater conditions and resistance of organic fouling. Moreover, analyzing the membrane surface through roughness, contact angle and zeta potential results in roughness and contact angle are proportional to flux decline rate (FDR), yet FDR has high value when zeta potential is low level. Furthermore, with various membrane fouling of different raw water conditions, the flux tends to improve when pH value is high and raw water which is complex with organic and cation pollutes membrane faster than organic separated raw water condition.

Optimal Duplex Selection for Decode and Forward Relay Systems with Power Allocation

  • Kwon, Taehoon;Lim, Sungmook
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.10 no.12
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    • pp.5347-5360
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    • 2016
  • In decode and forward relay systems, choosing the duplex mode is an important factor to the performance. To satisfy the performance requirement, self-interference must be mitigated for the full-duplex relay (FDR), and the resource efficiency must be increased for the half-duplex ratio (HDR). Therefore, if a wise scheme to consider these two factors exists, decode and forward relay systems are used more effectively. This study proposes a new duplex selection scheme for decode and forward relay systems. The proposed duplex selection scheme chooses the better duplex mode according to the channel statistical conditions with optimal power allocation. The simulation results show that the proposed duplex scheme with optimal power allocation has lower outage probability than the FDR and the HDR.

A Key Distribution Protocol Specification using Casper (Casper를 이용한 키 분배 프로토콜 명세)

  • Lee, Sung-Min;Kim, Tai-Yun
    • Proceedings of the Korea Information Processing Society Conference
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    • 2000.04a
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    • pp.1163-1165
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    • 2000
  • 최근 보안 프로토콜의 안전성을 검증하는 연구가 활발히 진행되고 있다. 이러한 연구 중 대표적인 방법이 CSP[1]와 FDR[2]과 같은 정형 기법을 이용하여 프로토콜을 분석하는 것이다. 이 방법은 매우 성공적으로 프로토콜의 문제점을 발견하고 안전성을 검증할 수 있었다. 하지만 CSP를 이용하여 프로토콜을 명세하는 것은 숙달된 전문가에게만 적합하고 시간이 오래 걸린다는 문제점을 갖는다. 이러한 문제점을 해결하여 좀 더 쉽게 프로토콜을 명세하여 CSP 코드를 생성해주는 캐스퍼(Casper)[3]가 제안되었다. 본 논문에서는 세 개의 메시지 교환을 통해서 키를 분배하는 키 분배 프로토콜을 제안하고 캐스퍼를 이용하여 제안한 프로토콜에 대한 정형 명세를 한다. 명세된 스크립트는 캐스퍼를 이용하여 FDR의 입력 파일이 되는 667 라인의 CSP 코드를 생성하였다. 캐스퍼를 이용한 정형 명세는 좀 더 편리하게 프로토콜을 명세할 수 있고 명세 시 발생할 수 있는 에러를 줄임으로써 신뢰성을 높일 수 있다.

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