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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.

Performance Evaluation of RAM IEEE 802.11a Convolutional Encoder according to Puncturing Pattern (WLAN IEEE 802.11a Convolutional 부호기의 Puncturing Pattern에 따른 성능 분석)

  • 조영규;정차근
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2002.11a
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    • pp.21-24
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    • 2002
  • 본 논문에서는 광대역 무선 데이터 서비스용으로 표준화된 WLAN IEEE 802.11a Convolutional 부호기의 펑처링 패턴에 따른 성능을 분석하고, 간략화 된 구현 방법을 제시한다. 제한된 주파수 대역에서 Convolutional 부호기의 구조를 변경함이 없이 정보 전송율을 향상시키기 위해 부호기에서 출력되는 비트열을 일정한 비트 간격마다 1비트씩 생략하는 펑처링 기법이 주로 이용된다. IEEE 802.11a WLAN 채널코딩에서도 부호율이 l/2, 구속장 7인 Convolutional 부호기를 기반으로 2/3와 3/4과 같은 높은 부호율을 얻기 위해 펑처링 기법을 채택하고 있다. 본 논문에서는, 단일 하드웨어 구조를 사용해서 1/2의 기본 부호율로부터 전송율에 따라 WLAN IEEE 802.11a의 펑처링에 의한 부호율 2/3와 3/4에서, 부호기의 구조를 간략화하기 위해 펑처링 패턴 구조에 따른 부호화 성능을 조사하고 단일하드웨어 구조를 사용해서 이들 부호율의 시스템을 구현할 수 있도록 한다. 모의 실험에서는 부가 백색 가우시안 잡음 현상이 존재하는 채널을 모델링 해서, BPSK와 QPSK의 변조방법에 대해 WLAN IEEE 802.11a 펑처링 패턴에 따른 부호화 성능을 제시한다.

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Energy Efficient Graph Setup in ISA100.11a (ISA100.11a 에서 에너지 효율적인 그래프 구성방법)

  • Jung, In-Su;jung, hayeon
    • Proceedings of the Korea Information Processing Society Conference
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    • 2011.11a
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    • pp.675-678
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    • 2011
  • 무선센서 네트워크는 많이 알려진 연구분야 중 하나이다. 스마트 그리드 나 자동화 시스템 등에 많이 적용된다. 산업장에서 사용되는 무선센서 네트워크 관련표준은 Ziebee, WirelessHART, ISA100.11a 등이 있다. ISA100.11a 는 그래프 라우팅 이라 불리 우는 간단하고 신뢰적인 그래프 라우팅 방법을 제안한다. 그래프 라우팅은 라우팅 테이블이 없는 고정된 라우팅이다. ISA100.11a 에서는 구체적인 라우팅 구성방법에 대해서는 설명되어 있지 않다. 따라서 본 논문에서는 베이스 라인(Base Line)을 이용한 에너지 효율적이고 신뢰적인 그래프 라우팅 구성방법을 제시한다.

A Study on the Legal Bases for Plurality of Obligors and Obligees under PICC (국제상사계약에 관한 일반원칙(PICC)하에서 다수의 채무자와 채권자에 관한 법적 기준)

  • SHIM, Chong-Seok
    • THE INTERNATIONAL COMMERCE & LAW REVIEW
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    • v.72
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    • pp.1-24
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    • 2016
  • This study focused on getting clear understanding on the legal bases in terms of plurality of obligors and plurality of obligees through a analysis the PICC(2010) which has been standing firmly as the general principles of international commercial contract. Related to the title of this paper, PICC are dealing with not only plurality of obligors but plurality of obligees. The contents of the former are as follows; presumption of joint and several obligations and obligee's rights against joint and several obligors (arts.11.1.1, 11.1.2, 11.1.3), availability of defences and rights of set-off and effect of performance and set-off (arts.11.1.4, 11.1.5), effect of release or settlement and effect of expiration or suspension of limitation period (arts.11.1.6, 11.1.7), effect of judgment (art.11.1.8), apportionment among joint and several obligors and extent of contributory claim (arts.11.1.9, 11.1.10), rights of the obligee, defences in contributory claims, inability to recover (arts.11.1.11, 11.1.12, 11.1.13) and so on. On the other hand the contents of the latter are as follows; definitions (art.11.2.1), effects of joint and several claims (art.11.1.2), availability of defences against joint and several obligees (art.11.2.3), allocation between joint and several obligees (art.11.1.4). The main subjects are one is when several obligors are bound by the same obligation towards an obligee, the obligations are joint and several when each obligor is bound for the whole obligation, the obligations are separate when each obligor is bound only for its share and the other is when several obligees can claim performance of the same obligation from an obligor, the claims are separate when each obligee can only claim its share, the claims are joint and several when each obligee can claim the whole performance and the claims are joint when all obligees have to claim performance together.

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Cloning and Characterization of Xylanase 11B Gene from Paenibacillus woosongensis (Paenibacillus woosongensis의 Xylanase 11B 유전자 클로닝과 특성분석)

  • Yoon, Ki-Hong
    • Microbiology and Biotechnology Letters
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    • v.45 no.2
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    • pp.155-161
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    • 2017
  • A gene coding for the xylanase predicted from the partial genomic sequence of Paenibacillus woosongensis was cloned by PCR amplification and sequenced completely. This xylanase gene, designated xyn11B, consisted of 1,071 nucleotides encoding a polypeptide of 356 amino acid residues. Based on the deduced amino acid sequence, Xyn11B was identified to be a modular enzyme, including a single carbohydrate-binding module besides the catalytic domain, and was highly homologous to xylanases belonging to glycosyl hydrolase family 11. The SignalP4.1 server predicted a stretch of 26 residues in the N-terminus to be the signal peptide. Using DEAE-Sepharose and Phenyl-Sepharose column chromatography, Xyn11B was partially purified from the cell-free extract of recombinant Escherichia coli carrying a copy of the P. woosongensis xyn11B gene. The partially purified Xyn11B protein showed maximal activity at $50^{\circ}C$ and pH 6.5. The enzyme was more active on arabinoxylan than on oat spelt xylan and birchwood xylan, whereas it did not exhibit activity towards carboxymethylcellulose, mannan, and para-nitrophenyl-${\beta}$-xylopyranoside. The activity of Xyn11B was slightly increased by $Ca^{2+}$ and $Mg^{2+}$, but was significantly inhibited by $Cu^{2+}$, $Ni^{2+}$, $Fe^{3+}$, and $Mn^{2+}$, and completely inhibited by SDS.

Measurement-based Channel Hopping Scheme against Jamming Attacks in IEEE 802.11 Wireless Networks (IEEE 802.11 무선랜 재밍 환경에서의 측정 기반 채널 도약 기법)

  • Jeong, Seung-Myeong;Jeung, Jae-Min;Lim, Jae-Sung
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.37 no.4A
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    • pp.205-213
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    • 2012
  • In this paper, we propose a new channel hopping scheme based on IEEE 802.11h as a good countermeasure against jamming attacks in IEEE 802.11 wireless networks. 802.11h Dynamic Frequency Selection (DFS) is a mechanism which enables hopping to a best channel with full channel measurement, not a randomly chosen channel, when the current link quality degradation occurs due to interferers such as military radars. However, under jammer attacks, this needs a time for full channel measurement before a new channel hopping and due to link disconnection during the time network performance degradation is inevitable. In contrast, our proposed schemes make an immediate response right after a jammer detection since every device is aware of next hopping channel in advance. To do this, a next hopping channel is announced by Beacon frames and the channel is selected by full channel measurement within Beacon intervals. Simulation results show that proposed scheme minimizes throughput degradation and keeps the advantages of DFS.

Ginsenoside Rg5 promotes wound healing in diabetes by reducing the negative regulation of SLC7A11 on the efferocytosis of dendritic cells

  • Wei Xia;Zongdong Zhu;Song Xiang;Yi Yang
    • Journal of Ginseng Research
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    • v.47 no.6
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    • pp.784-794
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    • 2023
  • Background: ginsenoside Rg5 is a rare ginsenoside with known hypoglycemic effects in diabetic mice. This study aimed to explore the effects of ginsenoside Rg5 on skin wound-healing in the Leprdb/db mutant (db/db) mice (C57BL/KsJ background) model and the underlying mechanisms. Methods: Seven-week-old male C57BL/6J, SLC7A11-knockout (KO), the littermate wild-type (WT), and db/db mice were used for in vivo and ex vivo studies. Results: Ginsenoside Rg5 provided through oral gavage in db/db mice significantly alleviated the abundance of apoptotic cells in the wound areas and facilitated skin wound healing. 50 μM ginsenoside Rg5 treatment nearly doubled the efferocytotic capability of bone marrow-derived dendritic cells (BMDCs) from db/db mice. It also reduced NF-κB p65 and SLC7A11 expression in the wounded areas of db/db mice dose-dependently. Ginsenoside Rg5 physically interacted with SLC7A11 and suppressed the cystine uptake and glutamate secretion of BMDCs from db/db and SLC7A11-WT mice but not in BMDCs from SLC7A11-KO mice. In BMDCs and conventional type 1 dendritic cells (cDC1s), ginsenoside Rg5 reduced their glycose storage and enhanced anaerobic glycolysis. Glycogen phosphorylase inhibitor CP-91149 almost abolished the effect of ginsenoside Rg5 on promoting efferocytosis. Conclusion: ginsenoside Rg5 can suppress the expression of SLC7A11 and inhibit its activity via physical binding. These effects collectively alleviate the negative regulations of SLC7A11 on anaerobic glycolysis, which fuels the efferocytosis of dendritic cells. Therefore, ginsenoside Rg5 has a potential adjuvant therapeutic reagent to support patients with wound-healing problems, such as diabetic foot ulcers.

Binary Negative-Exponential Backoff Algorithm to Enhance The Performance of IEEE 802.11 WLAN (IEEE 802.11 무선랜의 성능 향상을 위한 Binary Negative-Exponential Backoff 알고리즘)

  • Ki, Hyung-Joo;Choi, Seung-Hyuk;Chung, Min-Young;Lee, Tae-Jin
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.12A
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    • pp.1229-1237
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    • 2006
  • IEEE 802.11 has employed distributed coordination function (DCF) adopting carrier sense multiple access with collision avoidance (CSMA/CA). To effectively resolve collisions, DCF uses binary exponential backoff (BEB) algorithm with three parameters, i.e., backoff stage, backoff counter and contention window. If a collision occurs, stations involving in the collision increase their backoff stages by one and double their contention window sizes. However, DCF with BEB wastes wireless resource when there are many contending stations. Therefore, in this paper, to enhance the performance of wireless LAN, we propose binary negative-exponential backoff (BNEB) algorithm which maintains a maximum contention window size during collisions and reduces a contention window size to half after successful transmission of a frame without retransmissions. For IEEE 802.11, 802.11a and 802.11b standards, we also compare the performance of DCF with BEB to that with BNEB.

Microbial $9{\alpha}$-Hydroxylase:Epoxidation of 9(11)-dehydro-$17{\alpha}$-methyl-testosterone

  • Kang, Hee-Kyoung;Lee, Sang-Sup
    • Archives of Pharmacal Research
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    • v.20 no.6
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    • pp.525-528
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    • 1997
  • Steroid $9{\alpha}$.-hydroxylase is a key enzyme system in steroid nucleus degradation in company with ${\Delta}$-dehydrogenase. To examine $9{\alpha}$-hydroxylase activity during microbial transformation of steroids, 9(11)-dehydro-$17{\alpha}$-methyl-testosterone was adopted as a stable substrate for preventing the rupture of steroid nucleus. Using Nocardia restrictus ATCC 14887 capable of introducing a $9{\alpha}$-hydroxyl group into steroids, $9{\alpha}$,$11{\alpha}$-oxido-$17{\beta}$-hydroxy-$17{\alpha}$-methyl-4-androstene-3-one and $9{\alpha}$-hydroxyl group into steroids,$9{\alpha}$,$11{\alpha}$-oxido-$17{\beta}$-hydroxy-$17{\alpha}$-methyl-1,4-androstadiene-3- one were obtained. These microbiologically transformed products could be used as reference compounds in the enzyme assay.

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Zebrafish Klf11b is Required to Maintain Cell Viability by Inhibiting p53-Mediated Apoptosis

  • Kong, Hee Jeong;Lee, Jung Jin;Kim, Ju-Won;Kim, Julan;Kim, Young-Ok;Yeo, Sang-Yeob
    • Development and Reproduction
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    • v.26 no.2
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    • pp.79-90
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    • 2022
  • Krüppel-like factor 10 (KLF10) regulates various cellular functions, such as proliferation, differentiation and apoptosis, as well as the homeostasis of several types of tissue. In the present study, we attempted a loss-of-function analysis of zebrafish Klf11a and Klf11b, which constitute human KLF10 homologs. Embryos injected with klf11b-morpholino (MO) showed developmental retardation and cell death, whereas klf11a-MO-injected embryos showed normal development. In klf11b-MO-injected embryos, a dramatic increase in the amount of zebrafish p53 mRNA might be the cause of the increase in that of bax. The degree of apoptosis decreased in the klf11b-MO and p53-MO co-injected embryos. These findings imply that KLF10 is a negative regulator of p53-dependent transcription, suggesting that the KLF10/p53 complex may play an important role in apoptosis for maintenance of tissue homeostasis during embryonic development.