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CNN based IEEE 802.11 WLAN frame format detection (CNN 기반의 IEEE 802.11 WLAN 프레임 포맷 검출)

  • Kim, Minjae;Ahn, Heungseop;Choi, Seungwon
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.16 no.2
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    • pp.27-33
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    • 2020
  • Backward compatibility is one of the key issues for radio equipment supporting IEEE 802.11, the typical wireless local area networks (WLANs) communication protocol. For a successful packet decoding with the backward compatibility, the frame format detection is a core precondition. This paper presents a novel frame format detection method based on a deep learning procedure for WLANs affiliated with IEEE 802.11. Considering that the detection performance of conventional methods is degraded mainly due to the poor performances in the symbol synchronization and/or channel estimation in low signal-to-noise-ratio environments, we propose a novel detection method based on convolutional neural network (CNN) that replaces the entire conventional detection procedures. The proposed deep learning network provides a robust detection directly from the receive data. Through extensive computer simulations performed in the multipath fading channel environments (modeled by Project IEEE 802.11 Task Group ac), the proposed method exhibits superb improvement in the frame format detection compared to the conventional method.

Developing Strategy of Service Design Competitiveness for Service Industry Innovation (서비스 산업 혁신을 위한 서비스 디자인 경쟁력 강화 전략)

  • Kwon, Hyeog-In;Joo, Hi-Yeob;Bae, Soo-Jeong
    • Journal of Information Technology Services
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    • v.10 no.3
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    • pp.285-296
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    • 2011
  • Recently world industry trends is moved from manufacturing to service. As a result product-market ideology is central to the service enabler of the service. And value creation and delivery of consumer-oriented services as the core design industry is gaining popularity abroad. But the Service design to dispose of the whole process from planning to be done systematically is not yet established a clear concept. This study suggested problems of the current service design industry, service plans and strategies for the development of service design through open questionnaire and FGI(Focus Group Interview) for using service model methodology which is presented by HyeogIn Kwon et al.(2010). And we also consider 27 kinds of developing challenges for service design industry innovation by 6 sectors, such as workforce, R&D, legal framework, lay the foundation, knowledge service and collaborative service.

Symbolic-numeric Estimation of Parameters in Biochemical Models by Quantifier Elimination

  • Orii, Shigeo;Anai, Hirokazu;Horimoto, Katsuhisa
    • Proceedings of the Korean Society for Bioinformatics Conference
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    • 2005.09a
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    • pp.272-277
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    • 2005
  • We introduce a new approach to optimize the parameters in biological kinetic models by quantifier elimination (QE), in combination with numerical simulation methods. The optimization method was applied to a model for the inhibition kinetics of HIV proteinase with ten parameters and nine variables, and attained the goodness of fit to 300 points of observed data with the same magnitude as that obtained by the previous optimization methods, remarkably by using only one or two points of data. Furthermore, the utilization of QE demonstrated the feasibility of the present method for elucidating the behavior of the parameters in the analyzed model. The present symbolic-numeric method is therefore a powerful approach to reveal the fundamental mechanisms of kinetic models, in addition to being a computational engine.

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Environmental Health in the USA: Chemical exposure to air pollutants in the US-Assessment and response

  • Holler Jim
    • 대한예방의학회:학술대회논문집
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    • 2005.10a
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    • pp.31-44
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    • 2005
  • In summary, air pollution issues in the United States are addressed by a core group of regulations supplemented by active Interventions as needed by public health agencies. The strategies employed by public health officials must be flexible and innovative to address the needs of the citizens, As you can see from the examples cited above, the collaboration of public health agencies can be critical in protecting communities from adverse exposures. In the US state and local governments have the primary responsibility for health and safety issues, including those associated with air pollution. The federal agencies have responsibilities when activities between states are involved and or the issues are of national significance. Significant challenges and opportunities remain to identify the relationship to air pollution and other environmental factors and the incidence of disease, and hence develop and implement Intervention strategies.

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Nes ferroelectric liquid crystal having bipeny1 ester core group (중심그룹으로 Bipheny1 ester기를 갖는 새로운 강유전성 액정)

  • Jeon, Yeong-Jae;Lee, Jong-Cheon;Kim, Yong-Bae
    • Korean Journal of Materials Research
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    • v.4 no.6
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    • pp.695-703
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    • 1994
  • Some 4-(4-alkyloxybenzoyloxy)-4'-(S)-$\alpha$-chloro-alkanoyloxybiphenyls have been synthesized and their mesomorphic properties were studied. They show a ferroelectric chiral smectic C phase in addition to the chiral nematic and smectic A phase. We obtained a large spontaneous polarization exceeding $10^{-7}\textrm{cm}^2$ in new biphenyl ester series.

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An Efficient Multigrid Algorithm for the Reactor Eigenvalue Problems

  • Cho, Nam-Zin;Lee, Kang-Hyun;Kim, Yong-Hee
    • Proceedings of the Korean Nuclear Society Conference
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    • 1997.05a
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    • pp.27-32
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    • 1997
  • In this paper, a new multigrid method is developed to solve the reactor eigenvalue problems. The new algorithm can be used in any matrix equation concerned with the eigenvalue problem. The finite difference neutron diffusion problem is considered demonstration of the performance of the new multigrid algorithm. The numerical results show that the new multigrid algorithm works well and requires much shorter (7~10 times) computing time compaired to the production code VENTURE.

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Expression, Purification and Characterization of the BLM binding region of human Fanconi Anemia Group J Protein

  • Yeom, Kyuho;Park, Chin-Ju
    • Journal of the Korean Magnetic Resonance Society
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    • v.20 no.1
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    • pp.22-26
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    • 2016
  • FANCJ is a DNA helicase which contributes genome stability by resolving G-quadruplex DNA from 5' to 3' direction. In addition to main ATPase helicase core, FANCJ has the protein binding region at its C-terminal part. BRCA1 and BLM are the binding partner of FANCJ and these protein-protein interactions contribute genomic stability and the proper response to replication stress. As the first attempt for studying FANCJ-BLM interaction, we prepared BLM binding region of FANCJ and characterized with CD and NMR spectroscopy. FANCJ (881-941) with N-ter 6xHis was purified as the oligomer. Secondary structure prediction based on CD data revealed that FANCJ (881-941) composed with ${\beta}$ sheet, turn and coils.$^1H-^{15}N$ HSQC spectra showed nonhomogeneous peak intensities with less number of peaks comparing than the number of amino acids in the construct. It indicated that optimization should be necessary for detailed further structural studies.

The Empirical Analysis on Determinants of 4PL Logistics in Korean Firms (한국기업의 제4자물류 결정요인에 관한 실태분석)

  • Song, Gye-Eui
    • THE INTERNATIONAL COMMERCE & LAW REVIEW
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    • v.25
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    • pp.189-210
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    • 2005
  • The application of 4PL could allow for the efficiency of many logistics operations to be greatly increased, for costs to be reduced, and for operations to become more responsive to consumer demand. It is also possible that higher services level and lower cost products could become available as a consequence. However, in order to implementing 4PL actually it is very important to be met to fundamental determinants of 4PL such as formation of logistics experts group, providing of total logistics service, capacity of IT, implementation of e-Business model, capacity of logistics consulting, higher logistics service level, logistics cost reduction, re-engineering of logistics process, focus of core competence etc.

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Niche Market Strategies of Local Players in the European Steel Industry (유럽 철강산업 Local Player의 틈새시장 공격전략)

  • 정경희
    • Korean Management Science Review
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    • v.20 no.2
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    • pp.45-59
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    • 2003
  • This study considers the local players in the European steel industry, whose the amounts of crude production are more or less 5 million tons per annum. They do not belong to the Pan-EU mega-group of steel mills with more than 15 million tons of crude production yearly. However, these mid-sized steel mills in European countries have been originated from the strong foundation of steel, scientifically and technically, as well as the centennial history. They concentrate on the niche market adjacent to the local area, which takes advantage of the geographical location. The companies considered here are VoestAlpine in Austria, Salzgitter in Germany, Rautaruukki in finland, and SSAB in Sweden. Their corporate strategies are compared on the basis of product mix and sales structure. And, the deep analysis for each company is performed, such as business strategies with the sales volumes, market strategies. competitiveness improvement planning. and R&D policies with the technology management. These analysis results can be benchmarked as the cases of best practices for domestic steel mills, especially mid & small sized companies, that develop business and market strategies for the sustainable growth and profitability.

Coloration approaches on sheath/core type nylon fibers having PCM particles

  • Kim, Hyung-Joo;Park, June-Min;Lee, A-Reum;Yim, Sang-Hyun;Im, Jung-Nam;Son, Young-A
    • Proceedings of the Korean Society of Dyers and Finishers Conference
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    • 2012.03a
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    • pp.70-70
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    • 2012
  • Thermo-regulated textiles have been attracted more attention in medical textile application areas. Phase change materials, namely PCM, are substance with a high hear of fusion and can absorb a lot of energy before melting, which make the temperature remain constant during the phase changes. Herein, using nylon fibers having different PCM content were dyed and characterized to determine the coloration properties with PCM content ratio. The corresponding findings were discussed.

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