• Title/Summary/Keyword: Position Encoding

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Performance Improvement of Multi-Start in uDEAS Using Guided Random Bit Generation (유도된 이진난수 생성법을 이용한 uDEAS의 Multi-start 성능 개선)

  • Kim, Eun-Su;Kim, Man-Seak;Kim, Jong-Wook
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.58 no.4
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    • pp.840-848
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    • 2009
  • This paper proposes a new multi-start scheme that generates guided random bits in selecting initial search points for global optimization with univariate dynamic encoding algorithm for searches (uDEAS). The proposed method counts the number of 1 in each bit position from all the previously generated initial search matrices and, based on this information, generates 0 in proportion with the probability of selecting 1. This rule is simple and effective for improving diversity of initial search points. The performance improvement of the proposed multi-start is validated through implementation in uDEAS and function optimization experiments.

Communcations protocol for virtual cellular network (VCN) (가상 셀룰라 망(VCN)을 위한 통신 프로토콜)

  • 정원영;정명순;김화종
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.22 no.11
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    • pp.2585-2593
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    • 1997
  • Recently a new wireless communication architecture, a Virtual Cellular Network(VCN) was proposed in order to improve the preformance of a wireless network. Unlike a conventional cellular network, the VCN does not use a conventional frequency reuse concep. In the VCN, however, each mobile can use the entire system bandwidth. There is no pre-determined border of cells nor fixed based station for a mobile to communicate with. The performance of the VCN is improved by allowing any mobile to communicate with any port which residues in the virtual cell of the mobile. In this paepr, the Multi Packet Encoding (MPE) is proposed for the VCN uplink in order to improve the unfair throughput and delay caused by the position of the mobiles, and its performance is investigated via computer simulations. The Minimum Group(MG) is proposed for downlink protocol.

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Hybrid Watermarking Scheme using a Data Matrix and Secret Key (데이터 매트릭스와 비밀 키를 이용한 하이브리드 워터마킹 방법)

  • Jeon, Seong-Goo;Kim, Il-Hwan
    • Proceedings of the KIEE Conference
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    • 2006.04a
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    • pp.144-146
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    • 2006
  • The Data Matrix of two-dimensional bar codes is a new technology capable of holding relatively large amounts of data compared to the conventional one-dimensional bar code which is just a key that can access detailed information to the host computer database. A secret key is used to prevent a watermark from malicious attacks. We encoded copyright information into a Data Matrix bar code for encoding process and it was spread a pseudo random pattern using owner key. We embedded a randomized watermark into the image using watermark's embedding position, pattern generated with a secret key. The experimental results have shown that the proposed scheme has good quality and is very robust to various attacks, such as JPEG compression and noise. Also the performance of the proposed scheme is verified by comparing the copyright information with the information which is extracted from a bar code scantier.

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Asparagine Residue at Position 71 is Responsible for Alkali-Tolerance of the Xylanase from Bacillus Pumilus A-30

  • Liu, Xiang-Mei;Qi, Meng;Lin, Jian-Aiang;Wu, Zhi-Hong;Qu, Yin-Bo
    • Journal of Microbiology and Biotechnology
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    • v.11 no.3
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    • pp.534-538
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    • 2001
  • The xynA gene encoding an alikali-tolerant endo-1,4-${\beta}$-xylanase (XYN) was cloned from the alkalophilic Bacillus pumilus A-30. The nucleotide sequence of a 974-bp DNA fragment containing the xynA was determined. An ORF of 684 nucleotides that encoded a protein of 228 amino aicds was detected. Asparagine-71 of XYN from B. Pumilus A-30 showed to be highly conservative in alkaline xylanases of family G/11, upon comparing the amino acid sequences of 17 family G/11 xylanases. Site-directed mutation of N71D of the xynA gene resulted in a decrease of 12.4% in the specific acitivity and a significant decline in the enzyme activity in the alkaline pH range.

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Parameter estimation of weak space-based ADS-B signals using genetic algorithm

  • Tao, Feng;Jun, Liang
    • ETRI Journal
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    • v.43 no.2
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    • pp.324-331
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    • 2021
  • Space-based automatic dependent surveillance-broadcast (ADS-B) is an important emerging augmentation of existing ground-based ADS-B systems. In this paper, the problem of space-based ultra-long-range reception processing of ADS-B signals is described. We first introduce a header detection method for accurately determining the pulse position of a weak ADS-B signal. We designed a signal encoding method, shaping method, and fitness function. We then employed a genetic algorithm to perform high-precision frequency and phase estimations of the detected weak signal. The advantage of this algorithm is that it can simultaneously estimate the frequency and phase, meaning a direct coherent demodulation can be implemented. To address the computational complexity of the genetic algorithm, we improved the ratio algorithm for frequency estimation and raised the accuracy beyond that of the original ratio algorithm with only a slight increase in the computational complexity using relatively few sampling points.

Sentence model based subword embeddings for a dialog system

  • Chung, Euisok;Kim, Hyun Woo;Song, Hwa Jeon
    • ETRI Journal
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    • v.44 no.4
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    • pp.599-612
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    • 2022
  • This study focuses on improving a word embedding model to enhance the performance of downstream tasks, such as those of dialog systems. To improve traditional word embedding models, such as skip-gram, it is critical to refine the word features and expand the context model. In this paper, we approach the word model from the perspective of subword embedding and attempt to extend the context model by integrating various sentence models. Our proposed sentence model is a subword-based skip-thought model that integrates self-attention and relative position encoding techniques. We also propose a clustering-based dialog model for downstream task verification and evaluate its relationship with the sentence-model-based subword embedding technique. The proposed subword embedding method produces better results than previous methods in evaluating word and sentence similarity. In addition, the downstream task verification, a clustering-based dialog system, demonstrates an improvement of up to 4.86% over the results of FastText in previous research.

Performance Analysis of Optical CDMA System with Cross-Layer Concept (계층간 교차 개념을 적용한 광 부호분할 다중접속 시스템의 성능 분석)

  • Kim, Jin-Young;Kim, Eun-Cheol
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.46 no.7
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    • pp.13-23
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    • 2009
  • In this paper, the network performance of a turbo coded optical code division multiple access (CDMA) system with cross-layer, which is between physical and network layers, concept is analyzed and simulated. We consider physical and MAC layers in a cross-layer concept. An intensity-modulated/direct-detection (IM/DD) optical system employing pulse position modulation (PPM) is considered. In order to increase the system performance, turbo codes composed of parallel concatenated convolutional codes (PCCCs) is utilized. The network performance is evaluated in terms of bit error probability (BEP). From the simulation results, it is demonstrated that turbo coding offers considerable coding gain with reasonable encoding and decoding complexity. Also, it is confirmed that the performance of such an optical CDMA network can be substantially improved by increasing e interleaver length and e number of iterations in e decoding process. The results of this paper can be applied to implement the indoor optical wireless LANs.

Early Decision of Transform unit for HEVC (HEVC를 위한 고속 변환 크기 결정방법)

  • Kang, Jang-Byung;Choi, Haechul
    • Journal of Broadcast Engineering
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    • v.18 no.4
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    • pp.631-642
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    • 2013
  • For the emerging High Efficiency Video Coding (HEVC) standard, a fast transform unit (TU) decision method is proposed. HEVC defines the TU representing a region sharing the same transformation, and it allows a residual block to be split into multiple TUs recursively to form a quadtree. By using the quadtree of TUs, HEVC supports various transform sizes from $4{\times}4$ to $32{\times}32$. The various sizes of TUs can provide a good coding efficiency, whereas this may increase encoding complexity dramatically. In the assumption that a TU with highly compacted energy is unlikely to be split, the proposed method determines TU sizes according to the position of the last non-zero transform coefficient. In the experimental results, the proposed method reduced 18% encoding run time with the negligible coding loss of 0.7% BD-rate for the Random_access case.

Sulfonylurea therapy in a patient with insulin treated neonatal diabetes due to mutation in Kir6.2 (Kir6.2 유전자변이에 의해 발생한 신생아 당뇨병 1례)

  • Kim, Min Sun;Lee, Dae Yeol;Yoo, Han Wook
    • Journal of The Korean Society of Inherited Metabolic disease
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    • v.6 no.1
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    • pp.52-57
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    • 2006
  • Permanent neonatal diabetes(PND) is a rare form of diabetes characterized by insulin-requiring hyperglycemia that is diagnosed within the first 3 months of life. In most cases, the causes are not known. Recently, mutations in the gene KCNJ11 encoding the Kir6.2 subunit of the ATP-sensitive K+ charmel have been described in patients with PND. We report a child with PND due to a lysine-to-arginine substitution at position 170(K170R) of gene encoding Kir6.2 Our patient was diagnosed at 7 weeks of age and had been treated with subcutaneous insulin for 6.5 years. Recently, our patient has been changed from subcutaneous insulin to oral glibenclamide therapy at a daily dose of 7.5 mg 3 times a day(0.9 mg/kg/day) at the age of 6.5 years. Before glibenclamide therapy, c-peptide level was 0.1 ng/ml(normal 1.0-3.5 ng/ml) and hemoglobin HbA1c level was 7.8%(normal <6%). After 6 days of treatment, her c-peptide and insulin levels were 2.3 ng/ml and $9.6{\mu}U/ml$(normal $5-25{\mu}U/ml$), respectively. After 1 month later, the insulin and c-peptide levels were in the nonnal range without any episodes of hyper- or hypoglycemia. This case demonstrated that oral sulfonylurea may be the treatment of choice in PND patients with KCNJ11 mutation even at a young age.

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Role of a Third Extracellular Domain of an Ecotropic Receptor in Moloney Murine Leukemia Virus Infection

  • Bae Eun-Hye;Park Sung-Han;Jung Yong-Tae
    • Journal of Microbiology
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    • v.44 no.4
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    • pp.447-452
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    • 2006
  • The murine ecotropic retroviral receptor has been demonstrated to function as a mouse cationic amino acid transporter 1(mCAT1), and is comprised of multiple membranespanning domains. Feral mouse (Mus dunni) cells are not susceptible to infection by the ecotropic Moloney murine leukemia virus (MoMLV), although they can be infected by other ecotropic murine leukemia viruses, including Friend MLV and Rauscher MLV. The relative inability of MoMLV to replicate in M. dunni cells has been attributed to two amino acids $(V_{214}\;and\;G_{236})$ located within the third extracellular loop of the M. dunni CAT1 receptor (dCAT1). Via the exchange of the third extracellular loop of the mCAT1 cDNA encoding receptor from the permissive mouse and the corresponding portion of cDNA encoding for the nonpermissive M. dunni receptor, we have identified the most critical amino acid residue, which is a glycine located at position 236 within the third extracellular loop of dCAT1. We also attempted to determine the role of the third extracellular loop of the M. dunni CAT1 receptor with regard to the formation of the syncytium. The relationship between dCAT1 and virus-induced syncytia was suggested initially by our previous identification of two MLV isolates (S82F in Moloney and S84A in Friend MLV), both of which are uniquely cytopathic in M. dunni cells. In an attempt to determine the relationship existing between dCAT1 and the virally-induced syncytia, we infected 293-dCAT1 or chimeric dCAT1 cells with the S82F pseudotype virus. The S82F pseudotype virus did not induce the formation of syncytia, but did show increased susceptibility to 293 cells expressing dCATl. The results of our study indicate that S82F-induced syncytium formation may be the result of cell-cell fusion, but not virus-cell fusion.