• Title/Summary/Keyword: Hybrid sensing

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Kansas Vegetation Mapping Using Multi-Temporal Remote Sensing Data: A Hybrid Approach (계절별 위성자료를 이용한 미국 캔자스주 식생 분류 - 하이브리드 접근방식의 적용 -)

  • ;Stephen Egbert;Dana Peterson;Aimee Stewart;Chris Lauver;Kevin Price;Clayton Blodgett;Jack Cully, Jr,;Glennis Kaufman
    • Journal of the Korean Geographical Society
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    • v.38 no.5
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    • pp.667-685
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    • 2003
  • To address the requirements of gap analysis for species protection, as well as the needs of state and federal agencies for detailed digital land cover, a 43-class map at the vegetation alliance level was created for the state of Kansas using multi-temporal Thematic Mapper imagery. The mapping approach included the use of three-date multi-seasonal imagery, a two-stage classification approach that first masked out cropland areas using unsupervised classification and then mapped natural vegetation with supervised classification, visualization techniques utilizing a map of small multiples and field experts, and extensive use of ancillary data in post-hoc processing. Accuracy assessment was conducted at three levels of generalization (Anderson Level I, vegetation formation, and vegetation alliance) and three cross-tabulation approaches. Overall accuracy ranged from 51.7% to 89.4%, depending on level of generalization, while accuracy figures for individual alliance classes varied by area covered and level of sampling.

Identification of Toxic Chemicals Using Polypyrrole-Cyclodextrin Hybrids (폴리피롤-사이클로덱스트린 혼성체를 이용한 유해화합물질의 검출)

  • Bae, Joonwon
    • Applied Chemistry for Engineering
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    • v.30 no.2
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    • pp.186-189
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    • 2019
  • Polypyrrole is a typical electrical conducting polymer, which has an excellent charge transport property. Cyclodextrins are a group of toxic-free and cyclic oligosaccharide molecules, capable of capturing low molecular weight chemicals. Considering these advantages, hybrid materials of polypyrrole and cyclodextrin can be used to detect hazardous compounds. Cyclodextrin molecules can accommodate toxic chemicals by the formation of host-guest complexes and generate electric signals, which are effectively delivered by polypyrrole backbone. In this study, the polypyrrole/cyclodextrin hybrid material was prepared using a facile wet method and included into a hydrogel. Subsequently, it was applied to a simple sensor system with a gold-patterned electrode for the detection of potentially hazardous material, methyl paraben. Compared with pristine polypyrrole, it was found that the polypyrrole/cyclodextrin hybrid showed an improved performance. This study can be an example of using environmentally benign conducting polymer/cyclodextrin hybrids as sensing media.

Evaluation on real-time multi-point sensing performance of IoT-based hybrid measurement system (IoT 기반 하이브리드 계측시스템 실시간 다점 측정 성능 평가)

  • Kim, Heonyoung;Kang, Donghoon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.4
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    • pp.543-550
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    • 2018
  • The rapid growth of IoT technology induced by the fourth industrial revolution has resulted in research into various types of wireless sensors, and applications based on this technology are prevalent in many areas. However, among the various sites where this technology is used, railway bridges and tunnels with lengths of tens of kilometers have problems with data acquisition, due to the signal noise induced by the long distance measurement and EMI induced by the high voltage power feeding system, when conventional electric sensors are used. To overcome these problems, many studies on fiber optic sensors have been conducted as a substitute for the conventional electric sensors. However, restrictions on the types of fiber optic sensors have limited their application in railways. For this reason, a hybrid measurement system with IoT based wireless data communication, in which both electric and fiber optic sensors can be applied simultaneously, has been developed. In this study, in order to evaluate the applicability of the hybrid measurement system developed in the previous study, a real-time test for 4 types of measurement environments, which reflect possible railway sites, is performed. As a result, it was confirmed that the signals from both the electric and fiber optic sensors, which were acquired at a remote area in real-time, showed good agreement with each other and that this measurement system has the potential to handle sensors with a sampling rate of 2.5 kHz. In the future, it is expected that the IoT-based hybrid measurement system will contribute to the improvement of structural safety by enabling real-time structural health monitoring when applied to various measurement sites.

AN EFFICIENT IMAGE SEGMENTATION TECHNIQUE TO IDENTIFY TARGET AREAS FROM LARGE-SIZED MONOCHROME IMAGES

  • Yoon Young-Geun;Lee Seok-Lyong;park Ho-Hyun;Chung Chin-Wan
    • Proceedings of the KSRS Conference
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    • 2005.10a
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    • pp.571-574
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    • 2005
  • In this paper, we propose an efficient image segmentation technique for large-sized monochrome images using a hybrid approach which combines threshold and region-based techniques. First, an image is partitioned into fixed-size blocks and for each block the representative intensity is determined by averaging pixel intensities within the block. Next, the neighborhood blocks that have similar characteristics with respect to a specific threshold are merged in order to form candidate regions. Finally, those candidate regions are refined to get final target object regions by merging regions considering the spatial locality and certain criteria. We have performed experiments on images selected from various domains and showed that our technique was able to extract target object regions appropriately from most images.

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Introduction of COMS Meteorological Imager

  • Cho Young-Min;Myung Hwan-Chun;Kang Song-Doug;Youn Heong-Sik
    • Proceedings of the KSRS Conference
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    • 2005.10a
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    • pp.112-115
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    • 2005
  • Communication Ocean Meteorological Satellite (COMS) for the hybrid mission of meteorological observation, ocean monitoring, and telecommunication service is planned to be launched onto Geostationary Earth Orbit in 2008. The meteorological payload of COMS is an imager which will monitor meteorological phenomenon around the Korean peninsular intensively and of Asian-side full Earth disk periodically. The meteorological imager (MI) of COMS has 5 spectral channels, I visible channel with the resolution of I km at nadir and 4 infrared channels with the resolution of 4 km at nadir. The characteristics of the COMS MI are introduced in the view points of user requirements, hardware characteristics, and operation features.

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A comparison between thick-film ZnO and $SnO_2$ gas sensors for CO gas detection (CO 검지용 후막형 ZnO와 $SnO_2$ 가스센서의 비교)

  • Kim, Bong-Hee;Yi, Seung-Hwan;Kang, Hee-Bok;Sung, Yung-Kwon
    • Proceedings of the KIEE Conference
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    • 1991.07a
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    • pp.209-212
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    • 1991
  • Recently, oxide semiconductor gas sensors consisted of n-type semiconductor materials such as $SnO_2$, ZnO and $Fe_2O_3$ have been widely used to detect reducing gases. The advantage of thick-film technology include the possibility of mass-production and automation, that of integrating the sensing element in a hybrid circuit and that of fuctional trimming of the sensor and/or the circuit. which would enable really interchangeable transducers to be prepared. In this paper, we made ZnO and $SnO_2$ gas sensors and investigated the sensitivity to CO gas. Therefore, we compared a ZnO gas sensor with a $SnO_2$ gas sensor.

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회전체 기계전단을 위한 Hybrid 진단 시스템

  • 박홍석;강신현;이재종
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1995.10a
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    • pp.852-855
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    • 1995
  • In modern plant lndustry, dignosis system is an essential implement because a human operator cannot check the state of system all the time. The recent facility needs a computer system which is able to replace and extense the function of the human expert. Checking the state of the plant system, the computer system uses signals form sensors attached to the plant systems. But, It is difficult to predict the cause of the failure from the sensing signals. Because the relationship among the signals cannot be easily represented by mathematical models. So expert system based on a fuzzy rule and Neural network method is sugguested. Expert system decide whether aa state of the system is ordinary of failure by the evaluation of the signals. If the state of the system is unstable, expert system preprocess the signals. When fault is occurred in the machine, the expert system dignoses the state of the system and find the cause as a primary tool. If the expert system dose not find the adequate cause successfully, neural network system uses the preprocessed signals as an input and propose a cause of the failure.

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스펙트럼 센싱 이슈 및 현황 : IEEE 802.22 표준화를 중심으로

  • Gang, Beop-Ju;Im, Seon-Min
    • Information and Communications Magazine
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    • v.24 no.9
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    • pp.49-59
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    • 2007
  • 본 논문에서는 IEEE 802.22 WRAN 표준화 중심으로 진행되고 있는 스펙트럼 센싱 기술에 관련된 내용들을 살펴보고 현재 IEEE 802.22 WG에 제안된 스펙트럼 센싱 기술들을 간략하게 소개하고 있다. 그리고 본논문에서는 IEEE802.22 표준화에 제안된 각사의 센싱기술들 중에서 최종적으로 표준안의 부록을 채택하는 방법으로 활용되었던 센싱기술 성능평가 방법인 다섯 가지 시뮬레이션 시나리오들에 대하여 설명하고 있다. 그런데 현재 IEEE 802.22 표준화에 제안된 센싱기술들은 Working Group에서 제시한 12개로 이루어진 DTV 신호 파일에 의해 센싱기술의 성능 검증을 위한 시뮬레이션을 수행하고 있다. 이의 DTV 신호들은 와싱톤 도심지 및 뉴욕에서 수집되었는데, 도심지, 교외, 주거지역 및 시골지역, 그리고 옥내외 채널환경 등 다양한 채널환경에서 수집된 신호들이다. 그리고 본 논문에서는 스펙트럼센싱 시스템의 구성을 제시하고 있고, 제시된 스펙트럼 센싱 구조에서 스펙트럼관리기능모듈, 스펙트럼센싱 기능 모듈, 그리고 채널집합분류기능 모듈에 대한 CPE와 기지국의 역할을 설명하고 있다. 또한 coarse 센싱 방법과 fine 센싱 방법의 결합으로 제시될 수 있는 hybrid 센싱 방법으로 incumbent 신호세기 및 센싱 단계에 따라 고속의 스펙트럼 센싱 타임(sensing time)을 도모할 수 있는 스펙트럼 센싱 과정을 제시하고 있다.

Study on Solar Constraint in the Operation of COMS Meteorological Imager

  • Cho Young-Min
    • Proceedings of the KSRS Conference
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    • 2004.10a
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    • pp.382-385
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    • 2004
  • Communication Ocean Meteorological Satellite (COMS) for the hybrid mission of meteorological observation, ocean monitoring, and telecommunication service is planned to be launched onto Geostationary Earth Orbit in 2008 according to the Korea national space program. A feasibility study on the solar constraint in the operation of the COMS meteorological imager (MI) is performed using the GOES imager hardware operation characteristics. The Earth observation areas of the MI are introduced and the observation time of the MI observation area is calculated. The sun light can enter into the MI optical system around the local midnight and impinge on the performance of the MI. The solar eclipse viewed from the satellite occurs near local midnight around the equinox. This study discusses the restriction of imaging operation time that should be considered in order to avoid the solar intrusion about local midnight and to keep acceptable image quality for the MI observation areas. This study could be useful to build the operation concept of the MI during the development of the MI.

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Effect of Surface Condition and Corrosion-Induced Defect on Guided Wave Propagation in Reinforced Concrete

  • Na, Won-Bae;Kang, Dong-Baek
    • Journal of Ocean Engineering and Technology
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    • v.20 no.6 s.73
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    • pp.1-6
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    • 2006
  • Corrosion of reinforcing steel bars is a major concern for ocean engineers when reinforced concrete structures are exposed to marine environments. Evaluating the degree of corrosion and corrosion-induced defects is extremely necessary to pursue a proper retrofit or rehabilitation plan for reinforced concrete structures. A promising inspection should be carried out for the evaluation, otherwise the retrofit or rehabilitation process would be useless. Nowadays, ultrasonic guided wave-based inspection techniques become quite promising for the inspection, mainly because of their long-range propagation capability and their sensitivity to different types of defects or conditions. Evaluating haw the guided waves response to the different types of defects or conditions is quite challenging and important. This study shows how surface conditions of reinforcing bars and a corrosion-induced defect, separation, affect guided wave propagation in reinforced concrete. Experiments and associated signal analysis show the sensitivity of guided waves to the surface conditions, as well as the amounts of separation at the interface between. concrete and steel bar.