• Title/Summary/Keyword: Distribution-Free Approach

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Accuracy Enhancement for UWB Indoor Positioning Using Ray Tracing (광선 추적법에 의한 초광대역 실내 위치인식의 성능 개선 방법)

  • Jo, Yung-Hoon;Lee, Joon-Yong;Ha, Dong-Heon;Kang, Shin-Hoo
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.10C
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    • pp.921-926
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    • 2006
  • The Presence of a line-of-sight(LoS) blockage can degrade the UWB positioning accuracy for two reasons. Firstly, it makes estimation of the time of arrival(ToA) of the direct path signal difficult by complicating the multipath structure of the propagation channel. Secondly, the higher dielectric constant of the LoS blocking material than that of free space introduces excess propagation delay which will bias the range estimation. In this paper, methods based on ray tracing to reduce the ranging error resulting from the second reason are Posed. We take two different approaches; a statistical approach and a map-aided method. In the statistical approach, we establish a conditional distribution of the excess propagation delay caused by LoS blockages using a ray tracing technique. The lo6wer bound of the ranging performance based on this model is estimated. Ine ray tracing method is also used for the map-aided ToA positioning approach. UWB propagation measurement data taken in an office environment is used to examine the performance of this method.

An Incentive mechanism for VOD Streaming Under Insufficient System Resources (한정된 자원 환경에서의 주문형 비디오 스트리밍 서비스를 위한 효율적인 인센티브 메커니즘)

  • Shin, Kyuyong;Lee, Jongdeog;Shin, Jinhee;Park, Chanjin
    • Journal of the Korea Society of Computer and Information
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    • v.18 no.4
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    • pp.65-77
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    • 2013
  • Recently the ratio of the Internet traffic generated by video streaming applications including video-on-demand (VOD) is getting higher and higher, while P2P-based naive content distribution has been the main source of the Internet traffic in the past. As a result, the paradigm of cooperatively distributed systems (e.g., P2P) is changing to support streaming applications. Most P2P assisted approaches for video streaming today are based on Bit Torrent thanks to its simplicity of implementation and easy adaptability. They, however, have immanent vulnerability to free-riding inherited from Bit Torrent, which inevitably hurts their performance under limited system resources with free-riding. This paper studies the weakness to free-riding of existing Bit Torrent-based video streaming applications and investigates the adaptability of T-Chain (which was originally designed to prevent free-riding in cooperatively distributed systems) to video streaming applications. Our experiment results show that the video streaming approach based on T-Chain outperforms most existing Bit Torrent-based ones by 60% on average under limited system resources with free-riding.

Surveillance of Acanthamoeba spp. and Naegleria fowleri in environmental water by using the duplex real-time PCR (Duplex real-time PCR을 이용한 수계 중 가시아메바와 파울러자유아메바 조사)

  • Kim, Min-jeong;Lee, Gyu-Cheol;Kim, Kunwoo;Lee, Hyunji;Kim, Min Young;Seo, Dae Keun;Lee, Jeong Yeob;Cho, Young-Cheol
    • Korean Journal of Microbiology
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    • v.54 no.2
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    • pp.98-104
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    • 2018
  • Naegleria fowleri and Acanthamoeba spp. are free-living amoebas that are widely distributed in natural environments. Although uncommon, infection with these protozoans can cause fatal disease in humans and animals. In this study, in order to select the appropriate method to survey Naegleria fowleri and Acanthamoeba spp. in water samples, four molecular biology techniques and one commercially available kit for real-time PCR were compared. The results indicated that the duplex real-time PCR was the most sensitive, and could be used to simultaneously detect two different free-living amoebas. Using the duplex real-time PCR approach, the two free-living amoebas were surveyed in three local streams in Daejeon, Republic of Korea. The concentrated free-living amoebas were inoculated onto non-nutrient agar plates which had been spread with heat-inactivated Escherichia coli and incubated for 5~7 days. After incubation, gDNA was extracted and used as the template for amplification by duplex real-time PCR. Acanthamoeba spp. and N. fowleri was detected from ten (83.3%) and two (16.6%) of the twelve samples, respectively. As these two free-living amoebas can be fatal, continuous surveillance is needed to track their distribution in the aquatic environment for the drinking water safety.

Effect of Pain Control with Percutaneous Radiofrequency Rhizotomy in Secondary Trigeminal Neuralgia (이차성 삼차신경통에서 경피적 고주파 삼차신경절제술에 의한 동통조절 효과)

  • Kang, Seong-Buhm;Son, Byung-Chul;Kim, Moon-Chan;Kang, Joon-Ki
    • Journal of Korean Neurosurgical Society
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    • v.29 no.1
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    • pp.66-71
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    • 2000
  • Objective : There are many treatment modalitis in management of idiopathic trigeminal neuralgia. In the secondary trigeminal neuralgia, there has been only sporadic reports of the etiology. Authors report the treatment result of secondary trigeminal neuralgia with percutaneous radiofrequency rhizotomy. Methods : During last ten years, 129 trigeminal neuralgias were treated by percutaneous radiofrequency(RF) rhizotomy by authors. Among them, nine patients were secondary trigeminal neuralgias. These patients refused treatment for the primary cause and only wanted pain control. The offending lesions were three arachnoid cysts, six tumors. The mean age was 47.8 years and the mean duration of follow-up was 6.2 years. The right V2,3 distribution was most prevalent area of pain. Authors used the conventional Hartel's anterior approach and straight electrode for RF lesion generation. Result : The early result was satisfactory. Eight of nine patients became free of pain and one patient needed minimal dose of carbamazepine. The overall pain control was 100%. There was no mortality or morbidity for initial RF rhizotomy. During follow-up, four patients showed recurrence of pain(44%). Among these, two underwent repeated RF rhizotomy and became free of pain. The other two were controlled with medical management. Conclusion : These results indicate that the percutaneous RF rhizotomy is effective means of pain control. Overall recurrence was somewhat higher than that of idiopathic trigeminal neuralgia. Even with recurrence, however, repeated RF rhizotomy seems to be effective method of control of pain in these cases.

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Reliability based optimization of spring fatigue design problems accounting for scatter of fatigue test data (피로시험 데이터의 산포를 고려한 스프링의 신뢰성 최적설계)

  • An, Da-Wn;Won, Jun-Ho;Choi, Joo-Ho
    • Proceedings of the KSME Conference
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    • 2008.11a
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    • pp.1314-1319
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    • 2008
  • Fatigue reliability problems are nowadays actively considered in the design of mechanical components. Recently, Dimension Reduction Method using Kriging approximation (KDRM) was proposed by the authors to efficiently calculate statistical moments of the response function. This method, which is more tractable for its sensitivity-free nature and providing the response PDF in a few number of analyses, is adopted in this study for the reliability analysis. Before applying this method to the practical fatigue problems, accuracies are studied in terms of parameters of the KDRM through a number of numerical examples, from which best set of parameters are suggested. In the fatigue reliability problems, good number of experimental data are necessary to get the statistical distribution of the S-N parameters. The information, however, are not always available due to the limited expense and time. In this case, a family of curves with prediction interval, called P-S-N curve, is constructed from regression analysis. Using the KDRM, once a set of responses are available at the sample points at the mean, all the reliability analyses for each P-S-N curve can be efficiently studied without additional response evaluations. The method is applied to a spring design problem as an illustration of practical applications, in which reliability-based design optimization (RBDO) is conducted by employing stochastic response surface method which includes probabilistic constraints in itself. Resulting information is of great practical value and will be very helpful for making trade-off decision during the fatigue design.

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Axisymmetric vibration analysis of a sandwich porous plate in thermal environment rested on Kerr foundation

  • Zhang, Zhe;Yang, Qijian;Jin, Cong
    • Steel and Composite Structures
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    • v.43 no.5
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    • pp.581-601
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    • 2022
  • The main objective of this research work is to investigate the free vibration behavior of annular sandwich plates resting on the Kerr foundation at thermal conditions. This sandwich configuration is composed of two FGM face sheets as coating layer and a porous GPLRC (GPL reinforced composite) core. It is supposed that the GPL nanofillers and the porosity coefficient vary continuously along the core thickness direction. To model closed-cell FG porous material reinforced with GPLs, Halpin-Tsai micromechanical modeling in conjunction with Gaussian-Random field scheme is used, while the Poisson's ratio and density are computed by the rule of mixtures. Besides, the material properties of two FGM face sheets change continuously through the thickness according to the power-law distribution. To capture fundamental frequencies of the annular sandwich plate resting on the Kerr foundation in a thermal environment, the analysis procedure is with the aid of Reddy's shear-deformation plate theory based high-order shear deformation plate theory (HSDT) to derive and solve the equations of motion and boundary conditions. The governing equations together with related boundary conditions are discretized using the generalized differential quadrature (GDQ) method in the spatial domain. Numerical results are compared with those published in the literature to examine the accuracy and validity of the present approach. A parametric solution for temperature variation across the thickness of the sandwich plate is employed taking into account the thermal conductivity, the inhomogeneity parameter, and the sandwich schemes. The numerical results indicate the influence of volume fraction index, GPLs volume fraction, porosity coefficient, three independent coefficients of Kerr elastic foundation, and temperature difference on the free vibration behavior of annular sandwich plate. This study provides essential information to engineers seeking innovative ways to promote composite structures in a practical way.

Survey of Antibiotic Resistant Bacteria in Ulleungdo, Korea (울릉도의 항생제 내성균 조사)

  • Jun Hyung Lee;Hye Won Hong;Dukki Han
    • Korean Journal of Environmental Agriculture
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    • v.41 no.4
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    • pp.344-354
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    • 2022
  • BACKGROUND: Although antibiotics have contributed to treatment of bacterial infection, the antibiotic abuse can lead to antibiotic resistant bacteria. Impact of human activities on distribution of antibiotic resistance has been intensively issued and occurrence of antibiotic resistant bacteria in contaminated environments would not be a surprise. Nonetheless, anthropogenic contamination with the dissemination of antibiotic resistance along uncontaminated environments has been less considered. The aim of this study is to investigate antibiotic resistant bacteria across Ulleungdo, known as antibiotic resistance free and anthropogenic pollution free environment in Rep. of Korea. METHODS AND RESULTS: Antibiotic resistant bacteria in coastal seawater of Ulleungdo were investigated in July 2021. Antibiotic susceptibility test using the disk diffusion method was applied with six drugs according to the Clinical and Laboratory Standards Institute (CLSI) guideline. Total 43 bacterial isolates were tested and 20 isolates among of them showed multidrug resistance. Particularly, the number and ratio of resistant bacteria were relatively high in a densely populated area of Ulleungdo. The bacterial communities were investigated using 16S rRNA gene metabarcoding approach in the coastal seawater and soils of Ulleungdo. In the bacterial communities, Firmicutes were selectively distributed only in seawater, suggesting the possibility of anthropogenic contamination in coastal seawater of Ulleungdo. CONCLUSION(S): We found antibiotic resistant bacteria in a populated area of Ulleungdo. The occurrence of antibiotic resistant bacteria in Ulleungdo seems to result from the recent anthropogenic impact. Consistent monitoring of antibiotic resistant bacteria in the uncontaminated environment needs to considered for future risk assessment of antibiotics.

A Development of Automation Program for Forging Die Design of Non-Axisymmetric Parts (비축대칭 부품의 단조금형 설계용 자동화 프로그램 개발)

  • Kwon, Soon-Hong;Choi, Jong-Ung
    • Journal of the Korean Society of Industry Convergence
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    • v.5 no.1
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    • pp.11-19
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    • 2002
  • This study described computer aided die design system for cold forging of non-axisymmetric parts such as gears and splines. To design the cold forging die, an integrated approach based on a rule-base system and commercial F. E. code were adopted. This system is implemented on the personal computer and its environment is a commercial CAD package named as Auto CAD. The system includes four modules. In the initial data input module, variables which are necessary to design of die are inputted by user and die material are selected from the database according to the variables. In the analysis and redesign module, stress distribution acting on the designed die is analyzed by commercial FEM code NISA II with elastic mode. If die failure predicted, the designed die would modified in four ways to prevent die failure in both states of stress free and pressurizing. The developed system provides useful date and powerful capabilities for die design of non-axisymmetric parts.

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PM2.5 Estimation Based on Image Analysis

  • Li, Xiaoli;Zhang, Shan;Wang, Kang
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.14 no.2
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    • pp.907-923
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    • 2020
  • For the severe haze situation in the Beijing-Tianjin-Hebei region, conventional fine particulate matter (PM2.5) concentration prediction methods based on pollutant data face problems such as incomplete data, which may lead to poor prediction performance. Therefore, this paper proposes a method of predicting the PM2.5 concentration based on image analysis technology that combines image data, which can reflect the original weather conditions, with currently popular machine learning methods. First, based on local parameter estimation, autoregressive (AR) model analysis and local estimation of the increase in image blur, we extract features from the weather images using an approach inspired by free energy and a no-reference robust metric model. Next, we compare the coefficient energy and contrast difference of each pixel in the AR model and then use the percentages to calculate the image sharpness to derive the overall mass fraction. Furthermore, the results are compared. The relationship between residual value and PM2.5 concentration is fitted by generalized Gauss distribution (GGD) model. Finally, nonlinear mapping is performed via the wavelet neural network (WNN) method to obtain the PM2.5 concentration. Experimental results obtained on real data show that the proposed method offers an improved prediction accuracy and lower root mean square error (RMSE).

실증적(實證的) 방법(方法)과 모의분석적(模擬分析的) 방법(方法)을 이용(利用)한 수평합병(水平合倂)의 X-효율성(效率性) 증진(增進)에 관(關)한 연구(硏究)

  • Kim, Heon-Su
    • The Korean Journal of Financial Management
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    • v.14 no.3
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    • pp.113-135
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    • 1997
  • 본 논문의 목적은 미국 손해보험회사간의 합병을 대상으로 하여 합병전과 후 기업의 X-효율성을 실증분석과 모의분석 방법을 이용해서 검증하고 합병의 잠재적인 X-효율성 효과를 분석하고자 하였다. X-효율성의 증진정도를 파악하기 위해서 횡단면적인 비용함수를 먼저 추정하였는데 비용함수 추정시 생산물이 제로(0)인 경우를 포함하기 위하여 혼용초월 로그비용함수(hybrid translog cost function)를 사용하였다. 그리고 Berger(1992)의 비분포방법(distribution free approach)를 사용하여 기업의 합병전,후 X-효율성을 추정하였다. 1986년부터 1990년 사이에 수평합병한 미국 손보사를 대상으로 피합병기업(merged firms)과 합병기업(merging firms)간의 X-효율성 차이를 검증하였으나 합병전 합병기업이 더 효율적이라는 통계적 증거는 없었다. 두 번째로 합병기업은 합병후 효율성이 증진하였느냐는 가설도 검증하였으나 이 가설을 지지할 만한 통계적 증거는 미약하였다. 가상합병을 통한 모의분석에서는 합병후 상당한 X-효율성 증진이 있을 것이라는 통계적으로 유의한 결과를 얻었으나 합병후 규모효율성의 중진에 대해서는 통계적 유의성이 없었다. 이는 합병의 최대 효익이 규모효율성 증대가 아닌 X-효율성 증대라는 Shaffer(1993)나 Berger and Humphrey(1993)의 연구결과와 일치한다. 실증분석 결과와 모의분석 결과를 비교하면 전자에서는 합병후 X-효율성의 증가효과가 거의 없었으나 후자에서는 합병후 상당한 X-효율성 증가가 있을 것으로 나타났다. 이는 실제 미국 손보사의 합병에서 과도한 합병프리미엄 지급, 규제에 의한 중복비용 둥으로 단기적으로 볼 때 합병사가 부담하는 합병비용이 합병에 의한 효익보다 컸을 것이라는 것을 시사한다.

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