• 제목/요약/키워드: D-tag

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Korean Named Entity Recognition using D-Tag (D-Tag를 이용한 한국어 개체명 인식)

  • Eunsu Kim;Sujong Do;Cheoneum Park
    • Annual Conference on Human and Language Technology
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    • 2022.10a
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    • pp.35-40
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    • 2022
  • 본 논문에서는 시퀀스 레이블링 문제(sequence labeling problem)인 개체명 인식에 사용할 새로운 태깅 포맷인 Delimiter tag (D-tag)를 소개한다. 시퀀스 레이블링 문제에서 사용하는 BIO-tag 포맷은 개체명 레이블을 B (beginning)와 I (inside) 의미의 레이블로 확장하여 타겟 클래스의 수가 2배 증가한다. 또한 BIO-tag 포맷을 사용할 경우, 모델이 B와 I 를 잘못 분류하는 문제가 발생하며, 레이블 수가 많은 세부 분류 개체명의 경우에는 label confusion을 야기한다. 본 논문에서 제안한 D-tag 포맷은 타겟 클래스의 수를 증가시키지 않기 때문에 앞서 언급한 문제를 해결할 수 있다. 실험 결과, D-tag를 사용하여 학습한 모델이 BIO-tag를 사용한 경우보다 더 좋은 성능을 보여, 유망함을 확인하였다.

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Object Recognition of Robot Using 3D RFID System

  • Roh, Se-Gon;Park, Jin-Ho;Lee, Young-Hoon;Choi, Hyouk-Ryeol
    • 제어로봇시스템학회:학술대회논문집
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    • 2005.06a
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    • pp.62-67
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    • 2005
  • Object recognition in the field of robotics generally has depended on a computer vision system. Recently, RFID(Radio Frequency IDentification) technology has been suggested to support recognition and has been rapidly and widely applied. This paper introduces the more advanced RFID-based recognition. A novel tag named 3D tag, which facilitates the understanding of the object, was designed. The previous RFID-based system only detects the existence of the object, and therefore, the system should find the object and had to carry out a complex process such as pattern match to identify the object. 3D tag, however, not only detects the existence of the object as well as other tags, but also estimates the orientation and position of the object. These characteristics of 3D tag allows the robot to considerably reduce its dependence on other sensors required for object recognition the object. In this paper, we analyze the 3D tag's detection characteristic and the position and orientation estimation algorithm of the 3D tag-based RFID system.

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Object Recognition Using 3D RFID System (3D REID 시스템을 이용한 사물 인식)

  • Roh Se-gon;Lee Young Hoon;Choi Hyouk Ryeol
    • Journal of Institute of Control, Robotics and Systems
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    • v.11 no.12
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    • pp.1027-1038
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    • 2005
  • Object recognition in the field of robotics generally has depended on a computer vision system. Recently, RFID(Radio Frequency IDentification) has been suggested as technology that supports object recognition. This paper, introduces the advanced RFID-based recognition using a novel tag which is named a 3D tag. The 3D tag was designed to facilitate object recognition. The proposed RFID system not only detects the existence of an object, but also estimates the orientation and position of the object. These characteristics allow the robot to reduce considerably its dependence on other sensors for object recognition. In this paper, we analyze the characteristics of the 3D tag-based RFID system. In addition, the estimation methods of position and orientation using the system are discussed.

Broadband U-Shaped RFID Tag Antenna with Near-Isotropic Characteristic (광대역에서 일정한 준 등방성 특성을 가지는 U-형태의 RFID 태그 안테나)

  • Lee, Sang-Woon;Jung, Hak-Joo;Choo, Ho-Sung;Park, Ik-Mo
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.20 no.5
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    • pp.480-492
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    • 2009
  • In this paper, we proposed a broadband U-shaped RFID tag antenna with near-isotropic characteristic at UHF band. The proposed tag antenna is composed of the U-shaped half wavelength dipole and a rectangular shaped feed. The rectangular shaped feed that is located inside U-shaped dipole is connected for conjugate impedance matching with the commercial tag chip. A better constant gain deviation characteristic in the operating frequency band is achieved by inserting a rectangular slit in the lower center of the U-shaped antenna body. On the condition of VSWR<2, the tag antenna had the measured bandwidth of 10.36%, from 860.5 to 954.5 MHz, and 9.84%, from 864.5 to 954 MHz, for antenna without slit and with slit, respectively. On the condition of VSWR<5.8, the tag antennas had the measured bandwidth of 15.78%, from 835.5 to 979.5 MHz, and 15.89%, from 837 to 981.5 MHz, for antenna without slit and with slit, respectively. The difference between the maximum and minimum gain deviations of tag antenna without slit in the operating frequency band is 0.53 dB since the maximum and minimum gain deviations are 3.86 dB and 3.33 dB, respectively. Whereas the difference between the maximum and minimum gain deviations of tag antenna with slit in the operating frequency is 0.06 dB since the maximum and minimum gain deviations are 3.60 dB and 3.54 dB, respectively.

A Study on the Long Range RFID Tag in the UHF Band (UHF 대역 장거리용 RFID 태그에 관한 연구)

  • Jung, Jae-Young;Yeom, Kyung-Whan
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.20 no.5
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    • pp.450-459
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    • 2009
  • RFID technologies, which allow collecting, storing, processing, and tracking information by wirelessly recognizing the inherent ID of object through an attached electronic tag, have a variety of application areas. One of the important parameters in designing such RFID systems is the read range within which the system recognizes the electronic tag. We present a novel method of designing an RFID tag required for long read range of RFID systems. The tag designed by the proposed method is battery-assisted to increase its forward-link read range and simultaneously, has backscattering modulation amplified to increase its reverse-link read range. We experimentally confirm that the minimum threshold power of the tag is - 23 dBm and the backscattering modulation gain is 28 dB, which is consistent with our simulation results. We also verify that the tag in this paper improves more than 2 times in terms of the read range compared to the existing commercial tags.

Development of Simulation System For Real-Time Location Tracking In Global Shipping Logistics (글로벌 해운물류 실시간 위치 추적 시뮬레이션 시스템 개발)

  • Park, Byung-Kwon;Choi, Hyung-Rim;Kim, Chae-Soo;Lee, Kang-bae;Park, Min-Seon
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.19 no.5
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    • pp.1235-1242
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    • 2015
  • In global shipping logistics, it is important for users to keep track of the location of their continuously moving cargos. Analyzing the GPS data stream coming from the tag which is attached to the cargo, we are able to keep track of the cargo location in terms of going into or out of a certain logistics area using the information of the spatial relationship change between the tag and the logistics area. In this paper, we propose a simulation system for measuring the precision and false alarm rate of the cargo location tracking algorithm which generates spatial events over the global logistics areas. Due to the difficulty of experiment with a real tag, we developed a tag emulator to create a virtual tag which operates exactly like a real tag. We show the cargo location tracking system works correctly with the tag emulator which communicates with it using the same protocol as the real tag.

Electrostatic Immobilization of D-Xylose Isomerase to a Cation Exchanger for the Conversion of D-Xylose to D-Xylulose (D-xylose에서 D-xylulose로의 전환을 위한 D-xylose Isomerase의 정전기적 고정화)

  • Hang, Nguyen Thi;Kim, Sung-Gun;Kweon, Dae-Hyuk
    • Microbiology and Biotechnology Letters
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    • v.40 no.2
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    • pp.163-167
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    • 2012
  • Since D-xylose is not fermentable in Saccharomyces cerevisiae, its conversion to D-xylulose is required for its application in biotechnological industries using S. cerevisiae. In order to convert D-xylose to D-xylulose by way of an enzyme immobilized system, D-xylose isomerase (XI) of Escherichia coli was fused with 10-arginine tag (R10) at its C-terminus for the simple purification and immobilization process using a cation exchanger. The fusion protein XIR10 was overexpressed in recombinant E. coli and purified to a high purity by a single step of cation exchange chromatography. The purified XIR10 was immobilized to a cation exchanger via the electrostatic interaction with the C-terminal 10-arginine tag. Both the free and immobilized XIR10 exhibited similar XI activities at various pH values and temperatures, indicating that the immobilization to the cation exchanger has a small effect on the enzymatic function of XIR10. Under optimized conditions for the immobilized XIR10, D-xylose was isomerized to D-xylulose with a conversion yield of 25%. Therefore, the results of this study clearly demonstrate that the electrostatic immobilization of XIR10 via the interaction between the 10-arginine tag and a cation exchanger is an applicable form of the conversion of D-xylose to D-xylulose.

RFID Tag Antenna Mountable on High-Conductivity and High Permittivity an Materials at UHF Band (고 전도율과 고 유전율 물질에 부착 가능한 RFID 태그 안테나)

  • Kwon Hong-Il;Lee Bom-Son
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.16 no.8 s.99
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    • pp.797-802
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    • 2005
  • In this paper, we design a UHF band RFID tag antenna which is conjugate matched to an impedance of a chip and also mountable on conductive materials. The proposed tag antenna is very compact($50{\times}30{\times}4mm$) with a modified PIFA shape. The proposed tag antenna has an advantage of easy matching to various chip input impedances. The performance of the antenna is evaluated by monitoring RCS in the reader direction. The RCS of the designed tag is $-10.2\;dBm^2$ when the chip is shorted and is $-21\;dBm^2$ when the chip impedance is a complex conjugate of the antenna impedance.

MarSel : LD based tagSNP Selection System for Large-scale SNP Haplotype Dataset (MarSel : 대용량 SNP 일배체형 데이터에 대한 연관불균형기반의 tagSNP 선택 시스템)

  • Kim Sang-Jun;Yeo Sang-Soo;Kim Sung-Kwon
    • The KIPS Transactions:PartA
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    • v.13A no.1 s.98
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    • pp.79-86
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    • 2006
  • Recently the tagSNP selection problem has been researched for reducing the cost of association studies between human's diversities and SNPs. General approach for this problem is that all of SNPs are separated into appropriate blocks and then tagSNPs are chosen in each block. Marsel in this paper is the system that involved the concept of linkage disequilibrium for overcoming the problem that the existing block partitioning approaches have short of biological meanings. In most approaches, the contiguous regions, which recombinations have LD coefficient |D'| and then tagSNP selection step is performed. And MarSel guarantees the minimum tagSNP selection using entropy-based optimal selection algorithm when tagSNPs are chosen in each block, and enables chromosome-level association studies using efficient memory management technique when input is very large-scale dataset that is impossible to be processed in the existing systems.