• Title/Summary/Keyword: Multiple Performance Characteristics

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The Influence of Home Environment and Children's Characteristics Upon School Readiness (가정환경 변인 및 아동 개인특성이 취학전 아동의 학습준비도에 미치는 영향)

  • Choi, Ji-Hyun;ParkChoi, Hye-Won
    • Korean Journal of Child Studies
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    • v.31 no.1
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    • pp.113-124
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    • 2010
  • This study analyzed the relationships between home environment, child characteristics and school readiness. In particular, it examined the influence of home environment and child characteristics upon children's school readiness with a focus on attitudes towards and other socio-emotional aspects. 57 children's characteristics, including such items as IQ performance and demographic variables were obtained by means of both individual testing of the child and through a questionnaire given to their parents. Relative levels of school readiness were then rated by teachers. Pearson correlations, and a multiple regression analysis were carried out using the SPSS Win 12.0 program. Our results indicated that (1) school readiness was positively related with mother's job, HOME, the ages of the children, Performance IQ, and Total IQ. (2) The level of the other's education, her job and the child's age was found to significantly predict the level of school readiness.

Reducing the Flow Completion Time for Multipath TCP

  • Heo, GeonYeong;Yoo, Joon
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.13 no.8
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    • pp.3900-3916
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    • 2019
  • The modern mobile devices are typically equipped with multiple network interfaces, e.g., 4G LTE, Wi-Fi, Bluetooth, but the current implementation of TCP can support only a single path at the same time. The Multipath TCP (MPTCP) leverages the multipath feature and provides (i) robust connection by utilizing another interface if the current connection is lost and (ii) higher throughput than single path TCP by simultaneously leveraging multiple network paths. However, if the performance between the multiple paths are significantly diverse, the receiver may have to wait for packets from the slower path, causing reordering and buffering problems. To solve this problem, previous MPTCP schedulers mainly focused on predicting the latency of the path beforehand. Recent studies, however, have shown that the path latency varies by a large margin over time, thus the MPTCP scheduler may wrongly predict the path latency, causing performance degradation. In this paper, we propose a new MPTCP scheduler called, choose fastest subflow (CFS) scheduler to solve this problem. Rather than predicting the path latency, CFS utilizes the characteristics of these paths to reduce the overall flow completion time by redundantly sending the last part of the flow to both paths. We compare the performance through real testbed experiments that implements CFS. The experimental results on both synthetic packet generation and actual Web page requests, show that CFS consistently outperforms the previous proposals in all cases.

The study of combustion characteristics and emissions with the variation of design factor on slit gas burner (슬릿버너에서 형상변화가 연소특성 및 배기배출물에 미치는 영향)

  • Kim, Tae-Woo;Cho, Seung-Wan;Chang, Young-June;Jeon, Chung-Hwan
    • 한국연소학회:학술대회논문집
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    • 2005.10a
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    • pp.314-319
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    • 2005
  • In this study, the combustion characteristics were investigated with the variation of design factors on multiple slit gas burner. The design factors consist of slit height, width, spacing, and inner length. The combustion characteristics were made analysis of the CO emission and NOx emission by using CO analyzer and NOx analyzer. The lower perimeter to area and the narrow spacing extends the lift-flame limit. The CO emission increases with the increasing perimeter to area ratio at the same condition. The NOx emission is found to be less significant with the port perimeter to area ratio. The flame interference might highly depend on the spacing and port perimeter to area ratio, and it also affects the burner performance.

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Seismic Response Control of Spacial Arch Structures using Multiple Smart TMD (다중 스마트 TMD를 이용한 대공간 아치구조물의 지진응답 제어)

  • Kim, Hyun-Su;Kang, Joo-Won
    • Journal of Korean Association for Spatial Structures
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    • v.16 no.1
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    • pp.43-51
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    • 2016
  • A novel vibration control method for vibration reduction of a spacial structure subjected to earthquake excitation was proposed in this study. Generally, spatial structures have various vibration modes involving high-order modes and their natural frequencies are closely spaced. Therefore, in order to control these modes, a spatially distributed MTMDs (Multiple TMDs) method is proposed previously. MR (Magnetorheological) damper were used to enhance the control performance of the MTMDs. Accordingly, MSTMDs (Multiple Smart TMDs) were proposed in this study. An arch structure was used as an example structure because it has primary characteristics of spatial structures and it is a comparatively simple structure. MSTMDs were applied to the example arch structure and the seismic control performance were evaluated based on the numerical simulation. Fuzzy logic control algorithm (FLC) was used to generate command voltages sent for MSTMSs and the FLC was optimized by genetic algorithm. Based on the analytical results, it has been shown that the MSTMDs effectively decreased the dynamic responses of the arch structure subjected to earthquake loads.

Forward Link Performance of CDMA/FDM Systems with Truncated Adaptive Transmission (차단 적응 전송 기법을 쓴 부호분할 다중접속/주파수분할 방식의 내림 연결 성능)

  • Kim, Hong-Jik;Oh, Jong-Ho;Yoon, Seok-Ho;Lee, Ju-Mi;Song, Ick-Ho
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.30 no.7C
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    • pp.666-674
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    • 2005
  • A hybrid multicarrier CDMA/FDM system with a truncated adaptive transmission scheme is analyzed in forward link based on the feedback information from the mobile station. In the single cell environment, the prop(mea scheme outperforms the adaptive FH/DS system as well as the MC DS/CDMA system when orthogonal signature sequences are used. In the multiple cell environment also, the proposed scheme has better performance characteristics than the adaptive FH/DS system when orthogonal and random codes are used as spreading sequences.

Reproduction of wind speed time series in a two-dimensional numerical multiple-fan wind tunnel using deep reinforcement learning

  • Qingshan Yang;Zhenzhi Luo;Ke Li;Teng Wu
    • Wind and Structures
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    • v.39 no.4
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    • pp.271-285
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    • 2024
  • The multiple-fan wind tunnel is an important facility for reproducing target wind field. Existing control methods for the multiple-fan wind tunnel can generate wind speeds that satisfy the target statistical characteristics of a wind field (e.g., power spectrum). However, the frequency-domain features cannot well represent the nonstationary winds of extreme storms (e.g., downburst). Therefore, this study proposes a multiple-fan wind tunnel control scheme based on Deep Reinforcement Learning (DRL), which will completely transform into a data-driven closed-loop control problem, to reproduce the target wind field in the time domain. Specifically, the control scheme adopts the Deep Deterministic Policy Gradient (DDPG) paradigm in which the strong fitting ability of Deep Neural Networks (DNN) is utilized. It can establish the complex relationship between the target wind speed time series and the current control strategy in the DRL-agent. To address the fluid memory effect of the wind field, this study innovatively designs the system state and control reward to improve the reproduction performance based on historical data. To validate the performance of the model, we established a simplified flow field based on Navier Stokes equations to simulate a two-dimensional numerical multiple-fan wind tunnel environment. Using the strategy of DRL decision maker, we generated a wind speed time series with minor error from the target under low Reynolds number conditions. This is the first time that the AI methods have been used to generate target wind speed time series in a multiple-fan wind tunnel environment. The hyperparameters in the DDPG paradigm are analyzed to identify a set of optimal parameters. With these efforts, the trained DRL-agent can simultaneously reproduce the wind speed time series in multiple positions.

Adaptive Transmission & Receiving Technology Considering Spatial Channel Correlation in Multiple Antenna Systems (공간 채널 상관도에 따른 다중 안테나 시스템의 적응 송.수신 기법)

  • Park Sung-Ho;Kim Kyoo-Hyun;Chang Kyung-Hi
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.9A
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    • pp.844-855
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    • 2006
  • The communication system using multiple antennas improves link reliability or system capacity using tx & rx diversity, spatial multiplexing, and beamforming technique with services and characteristics of channel environment. This system is sensitive to spatial channel environment. In case of diversity, the lower correlation among links as a LoS environment, the better performance is acquired. In practical channel environment, However, there is high correlation, and there is high performance difference between ideal case and practical case. On the contrary, in case of beamforming, the higher correlation among links, the better performance is acquired. If we use the spatial adaptive transmission technique with spatial channel characteristics, we can get the system that maintains minimum link reliability and guarantees the overall system performance. In this paper, we propose the adaptive transmission and reception technique which use diversity or beamforming technique with channel characteristics.

A Study on Securing Multiple Quality Requirements of New Product Using Screening Design with a Case Study (선별실험계획을 활용한 신제품의 다수품질특성 확보 방안 : 사례 연구를 중심으로)

  • Byun, Jai-Hyun;Lee, Ki-Chang;Suh, Pan Seok;Kwak, Kyung-Hwan;Jang, Sung Il
    • Journal of Korean Institute of Industrial Engineers
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    • v.43 no.2
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    • pp.127-134
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    • 2017
  • For product or process design and development, it is common to optimize multiple responses (characteristics) based on experimental data. To determine optimal conditions, we need to design the experiment, estimate a proper model for each response, and optimize the multiple responses simultaneously. There are several techniques and many research results on optimizing multiple responses simultaneously, when the experimental data are available. However, the experimental design issue for optimizing multiple responses has not been discussed yet. This paper proposes some idea on how to plan screening design when requirements for multiple performance characteristics are to be met in developing new products. A screening design procedure is developed for securing the requirements of multiple responses. Initial design factors are classified into three categories; specific, non-conflicting common, and conflicting common. After screening experiments, follow-up design region search method is suggested with respect to the most unsatisfied or important response, or overall desirability. A case study on a synthesis of melamine formaldehyde resin is presented to illustrate the procedure and to show the validity of the approach.

Performance Analysis and Design of a WCDMA Mobile Station's Multi-path Searcher for Down-link with Multiple Transmit Antennas (다수의 송신 안테나가 있는 하향 링크에서 W-CDMA 단말기 다중 경로 검색기의 설계 및 성능분석)

  • Kim Young Ju;Won Seung Hwan;Kim En Ki;Lee Insung
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.43 no.1 s.343
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    • pp.95-102
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    • 2006
  • In this paper, we present the performance analysis and design of a multi-path searcher operating over Rayleigh fading channels when multiple transmit antennas are employed in the down-link of W-CDMA system. The simulation results for the receiver operating characteristics (ROC) for 1, 2, and 4 transmit antennas are presented to corroborate the theoretical analyses. We also propose a procedure to find the optimum parameters of double-dwell serial searcher according to the number of the multiple transmit antennas. Our analyses and simulations indicate that post-detection integration is not necessary when the number of transmit antennas is more than two. Finally, we found that increasing transmit diversity order does not necessarily improve the detection performance when the received pilot signal strength is relatively low. Therefore, this gives us a practical criterion on increasing transmit diversity order.

Performance Analysis and Design of a Mobile Station′s Multi-path Searcher for W-CDMA Down-link with Multiple Transmit Antennas (W-CDMA 下向 링크에서 다수의 송신 안테나가 있는 경우 단말기 다중 경로 검색기의 설계 및 성능 분석)

  • Won Seung hwan;Kim Young ju
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.29 no.10C
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    • pp.1355-1362
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    • 2004
  • In this paper, we present the performance analysis of a multi-path searcher operating over Rayleigh fading channels when multiple transmit antennas are employed in the down-link of W-CDMA system. The simulation results for the receiver operating characteristics (ROC) for 1, 2, and 4 transmit antennas are presented to corroborate the theoretical analyses. We also propose a procedure to find the optimum parameters of double-dwell serial searcher according to the number of the multiple transmit antennas. Our analyses and simulations indicate that post-detection integration is not necessary when the number of transmit antennas is more than two. Finally, we found that increasing transmit diversity order does not necessarily improve the detection performance when the received pilot signal strength is relatively low. Therefore, this gives us a practical criterion on increasing transmit diversity order.