• 한국통신학회논문지
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• 제37권5A호
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• pp.348-357
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• 2012

최근 스마트폰, 노트북 등 무선 네트워크를 사용하는 단말들이 널리 보급되면서 이러한 무선 단말들이 액세스 포인트(AP)에 접속하여 주고받는 트래픽의 양도 증가하였다. 이 때 하나의 AP를 통해 전달되는 트래픽이 증가하면 성능 저하가 발생하는 문제점이 생겨났다. 이를 해결하기 위해 서비스 제공자들은 트래픽의 부하가 큰 지역에 추가적으로 AP를 설치하여 이를 방지하고자 한다. 하지만 기존 시스템에서는 단말이 접속할 AP를 선택할 때 AP의 부하를 알 수 없고, AP에서도 부하를 측정하고 부하 분배를 수행하는 매커니즘이 존재하지 않는다. 따라서 AP를 추가로 설치하여도 성능 저하를 근본적으로 방지할 수 없다. 본 논문에서는 이를 해결하기 위해 멀티 인터페이스 액세스 포인트(MIAP)를 제안한다. 여러 개의 인터페이스를 통해서 하나의 AP가 여러 개의 AP와 같이 동작하고 AP에서 각 인터페이스별 실시간 부하를 측정하여 동적으로 부하 분배를 수행한다. 실험을 통해 기존 시스템의 문제점과 그에 따른 성능 저하를 확인하였고 MIAP를 직접 비교하여 성능 비교 실험을 수행하였다. 그 결과 전체 성능을 약 72% 향상시켰고 딜레이 지터도 안정화 시키는 것을 확인하였다.

• Journal of Platform Technology
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• 제8권4호
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• pp.59-69
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• 2020

최근 초미세먼지 및 미세먼지에 대한 심각성은 국가적 차원의 재난으로 대두되고 있으나 지방 중소도시는 면적에 비해 미세먼지 측정소가 부족하여 미세먼지관리가 어려운 측면이 있다. 미세먼지 데이터의 수집과 처리를 위한 컴퓨팅자원은 규모가 크지않지만 데이터를 공유를 위하여 클라우드와 민간 및 공공데이터를 활용하는 것이 필요하다. 본 논문에서는 미세먼지 및 초미세먼지 그리고 온·습도를 측정하여 이를 처리하여 미세먼지 실시간 관제와 대국민서비스할 수 있는 소형 엣지컴퓨팅 시스템을 제안하였다. 미세먼지 데이터의 수집과 공공 및 민간데이터를 활용하여 미세먼지 등급을 서비스하는 것은 데이터양이 크지 않고 처리부하가 크지 않기 때문에 라즈베리파이를 이용한 엣지컴퓨팅으로 처리하는 것이 효율적이다. 실험을 위하여 3가지 센서와 라즈베리파이 그리고 Thinkspeak를 이용하여 실험시스템을 구성하였으며 경북북부권지역에 대한 미세먼지 측정을 실험하였다. 실험결과 민간의 GIS데이터 기반에 시간에 따른 측정된 미세먼지 측정결과가 정확하게 확인되었다.

• 한국산학기술학회논문지
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• 제18권3호
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• pp.31-40
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• 2017

본 논문은 해상구조물 혹은 지각변동 모니터링 분야에 응용할 수 있는 중기선 GPS 데이터의 준실시간 연속처리를 통한 동적좌표 정밀추정 방안도출과 실험적 구현에 관한 내용을 다루고 있다. GPS 이중주파수 중기선 관측데이터 함수모형, IGS 초신속 해석결과물 제공현황 및 해외 유사사례 조사와 상시관측인프라 현황 조사를 바탕으로 정적 및 동적 처리모드로 이루어진 GPS 연속처리 시스템 설계 그리고 관측데이터 처리절차와 그 전략을 도출하였다. 시스템을 데이터 취득부와 시각화를 포함하는 처리부로 구성 하였으며, 관측소가 Ntrip을 통해 송출하는 GPS 데이터를 최소 지연시간으로 처리하여 모니터링 대상 안테나의 동적좌표를 추정하도록 하였다. 데이터 취득부는 DOS 배치파일, 펄 스크립트 그리고 BKG BNC 프로그램을 통해 그리고 처리부는 슬라이딩 윈도기법에 의한 관측데이터 선택과 BPE에 의해 순차처리 절차를 스크립트 파일로 정의하여 구현하였다. 국 내외에 7점의 상시관측소에 의해 구성한 네트워크로부터 GPS 관측데이터를 취득하여 후처리모드에서 시스템 동작실험을 수행하였다. 이를 통하여 본 연구에서 제안한 GPS 데이터 연속처리 절차의 동작 적절성과 신뢰수준 95%에 추정좌표 정밀도가 센티미터 수준 이상이 됨을 확인하였다.

• 한국화재소방학회논문지
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• 제33권4호
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• pp.140-151
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• 2019

본 연구에서는 소방관들이 화재현장에서 복귀 후 소방청사 내에서 2차적으로 노출된 화학적 유해물질의 실내공기질을 평가하였다. 서울시에 소재한 4개 소방서를 선정하였고, 그 중 2개 소방서는 실제 화재현장에서 소방활동 종료 귀소 후에, 다른 2개 소방서는 대조군으로 설정하여 출동과 상관없이 평소 수준의 실내공기질을 측정하였다. 소방안전지도 전산시스템을 이용하여 서울시에서 발생하는 모든 화재사고에 대하여 24시간 모니터링을 실시하였고 중급규모 이상의 사고에서 실험군이 출동하게 되는 경우 귀소 후 바로 실내공기질을 측정하였다. 11개 유해물질 항목(미세먼지, 포름알데히드, 휘발성유기화합물, PAH, VCM, 산류, 석면, CO, CO₂, NO₂, O₃)을 공정시험법에 따라 측정하였다. 유해물질 11종 중 3종이 국내·외 기준을 초과하였고 1종은 국외기준에 육박하는 것으로 확인되었다. 특히 총휘발성 유기화합물, 이산화탄소, 황산은 각 2.5배, 2.2배, 1.1배가 환경부 및 고용노동부 기준보다 높았다. 또한, 포름알데히드와 황산의 경우, 실험군보다 대조군에서 더 높게 측정되었다. 본 연구결과는 서울특별시 소방청사 내 실내공기질 개선 정책에 활용될 수 있을 것이다.

• 대기
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• 제23권2호
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• pp.187-204
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• 2013

This study analyzed the synoptic distribution and vertical structure about four cases of precipitation occurrences using NCEP/NCAR reanalysis data and upper level data of winter intensive observation to be performed by National Institute of Meteorological Research at Bukgangneung, Incheon, Boseong during 63days from 4 JAN to 6 MAR in 2012, and Observing System Experiment (OSE) using 3DVAR-WRF system was conducted to examine the precipitation predictability of upper level data at western and southern coastal regions. The synoptic characteristics of selected precipitation occurrences were investigated as causes for 1) rainfall events with effect of moisture convergence owing to low pressure passing through south sea on 19 JAN, 2) snowfall events due to moisture inflowing from yellow sea with propagation of Siberian high pressure after low pressure passage over middle northern region on 31 JAN, 3) rainfall event with effect of weak pressure trough in west low and east high pressure system on 25 FEB, 4) rainfall event due to moisture inflow according to low pressures over Bohai bay and south eastern sea on 5 MAR. However, it is identified that vertical structure of atmosphere had different characteristics with heavy rainfall system in summer. Firstly, depth of convection was narrow due to absence of moisture convergence and strong ascending air current in middle layer. Secondly, warm air advection by veering wind with height only existed in low layer. Thirdly, unstable layer was limited in the narrow depth due to low surface temperature although it formed, and also values of instability indices were not high. Fourthly, total water vapor amounts containing into atmosphere was small due to low temperature distribution so that precipitable water vapor could be little amounts. As result of OSE conducting with upper level data of Incheon and Boseong station, 12 hours accumulated precipitation distributions of control experiment and experiments with additional upper level data were similar with ones of observation data at 610 stations. Although Equitable Threat Scores (ETS) were different according to cases and thresholds, it was verified positive influence of upper level data for precipitation predictability as resulting with high improvement rates of 33.3% in experiment with upper level data of Incheon (INC_EXP), 85.7% in experiment with upper level data of Boseong (BOS_EXP), and 142.9% in experiment with upper level data of both Incheon and Boseong (INC_BOS_EXP) about accumulated precipitation more than 5 mm / 12 hours on 31 January 2012.

• 한국해양학회지
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• 제14권1호
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• pp.15-25
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• 1979

A study on field bioassay test using four species of commercially important shellfish was carried out to assess the effect of pollutants and determine the extent of marine environmental pollution of the Masan Bay from 9 to 15 August 1978. Water quality analysis and planktological examination of sea water were made during the experiment and the examination gave the following results. The water temperature was so high at 31.7$^{\circ}C$ in maximum and rather subject to change on weather condition of the land than on the effect of the water mass from outer bay. The range of DO,COD and SS at the stations were 0.3-7.08cc/l, 0.07-3.31ppm and 5.5-117ppm, respectively with the high values of COD and SS at the stations 7 and 1. The concentrations of the dissolved inorganic nitrogen in sea water, NH$\sub$4/-N, NO$\sub$2/-N, NO$\sub$3/-N, and PO$\sub$4/-P were 18.90-99.80, 2.48- 19.60, 13.00-39.00 and 1.04-14.0$\mu\textrm{g}$ at/l, respectively with decrease of their values in the outer part of the Bay. The high values mentioned above were caused by the sewage and industrial activities. The effects of organic waste are increased oxygen demand, nutrient concentration, turbidity and a higher input of pathogens, leading to structural changes in the marine ecosystems and to a considerable hazard to public health. The percentage composition of phytoplankton standing crop between diatom and dinoflagellate was characterized by making a difference between the two groups in respect of location: a decrease of diatom and a increase of dinoflagellate in numerical abundance toward inner part from outer part of the bay. Namely phytoplankton organisms were composed of 80% of diatom and 20% of dinoflagellate in outer bay, on the contrary, only 4% of diatom and 96% of dinoflagellate occupied by 94% of prorocentrum micans known as tolerant species to polluted reaas in the inner bay. On the occurrence and composition of zooplankton, there are two significant communities in the bay:one is characterized by the predominance of Oithona nana and the other by Favella sp They were composed of a range from 84% to 90% of the total organisms and monotonously constituted of themselves only at most inner station 3 even small numbers. From the results mentioned above, Oithona nana, Favella and prorocentrum micans recommed themselves as valuable indicators for judging the extent of the marine pollution.During the period of the biossays Mytilus edulis showed the highest mortality and Tapes japonica the lowest one between the four test species. The highest death rate by stations was found at most inner stations 3'and 4near Masan Free Export Zone with the most sensitive response and the lowest one occured at outer station 13 where no death specimen of oyster and arkshell was found during the whole test period.As for mussel,85 percent death rate appeared after 72 hours and 100percent rate after 120hours at station 4. It was found that the significant high mortality of the test shellfish mentioned above was caused by severe pollution with mainly organic pollutants from domestic sewage and industrial wastes from the results of too much higher concentrations of dissolved inorganic nitrogen especially ammonia-N,COD,SS and lack of dissolved oxygen,and furthermore occurrence and abundance composition of Prorcentrum,Favella and Oithona nana by stations, valuable indicator species of coastal pollution by orgnic and boilogical pollutants.

• 품질경영학회지
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• 제49권4호
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• pp.581-594
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• 2021

Purpose: The purpose of this study is to compare machine learning models for anomaly detection of mechanical facility equipment and suggest an anomaly detection system for mechanical facility equipment in subway stations. It helps to predict failures and plan the maintenance of facility. Ultimately it aims to improve the quality of facility equipment. Methods: The data collected from Daejeon Metropolitan Rapid Transit Corporation was used in this experiment. The experiment was performed using Python, Scikit-learn, tensorflow 2.0 for preprocessing and machine learning. Also it was conducted in two failure states of the equipment. We compared and analyzed five unsupervised machine learning models focused on model Long Short-Term Memory Variational Autoencoder(LSTM-VAE). Results: In both experiments, change in vibration and current data was observed when there is a defect. When the rotating body failure was happened, the magnitude of vibration has increased but current has decreased. In situation of axis alignment failure, both of vibration and current have increased. In addition, model LSTM-VAE showed superior accuracy than the other four base-line models. Conclusion: According to the results, model LSTM-VAE showed outstanding performance with more than 97% of accuracy in the experiments. Thus, the quality of mechanical facility equipment will be improved if the proposed anomaly detection system is established with this model used.

• 대한전자공학회:학술대회논문집
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• 대한전자공학회 2004년도 학술대회지
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• pp.667-670
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• 2004

In this paper, we have presented the improved IF transceiver architecture and the implementation and experimental results on re-configurable transceiver based on digital IF for multiple wideband OFDM/TDD base stations for high-speed portable internet-service in which is issued Korea. The implemented IF transceiver has been designed to support multiple frequency allocations and multiple standards by only modifying the programmable software not its hardware like as the software-defined-radio concept. Also, the digital complex quadrature modulation technique has been used for the digital IF transmitter, which is able to combine multiple frequency bands in digital processing block not RF block and to reject the image frequency signals. And the bandpass sampling technique has been used for the digital IF receiver to reduce the sampling rate of ADC. This paper has shown the experiment results on the frequency response and constellation on the base-station implemented using the modified IEEE 802.16a/e physical layer channel structure based on OFDM/TDD.

• 한국환경보건학회:학술대회논문집
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• 한국환경보건학회 2005년도 Proceedings of KSEH.Minamata Forum
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• pp.51-53
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• 2005

Disposal of waterwork sludge is important problem in WTP(water treatment plant). Purpose of this study is treated municipal waste water chemically using sludge that is produced in waterwork plant by link to reutilize waterwork sludge. Municipal waste water that use in an experiment used is produced at C university, and is SS 220 mg/L, BOD 145 mg/L, COD 160 mg/L, T-N 52 mg/L and T-P 2.6 mg/L. Used Alum, polymer coagulant and coagulant aid (diatomite, powered activated carbon) as CaO, coagulant as alkaline aid by chemical treatment medicine. In case of does slow speed agitation and stations after pours waterwork sludge in sewage and alkaline aid and coagulant at rapidly mixing the colloidal creation speed is fast and fine colloids concentration was high but settling time is shortened a little and removal rate of pollutant improved by $60{\sim}99%$.

• 한국환경복원기술학회지
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• 제6권3호
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• pp.9-16
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• 2003

In support of remote sensing applications for monitoring processes of the Earth system, research was conducted to analyze the basic spectral response related to background soil and vegetation cover characteristics in the visible and reflective infrared wavelengths. Surface samples of seven stations were examined. Five soils were from land-field and two soils from tideland areas. The vegetation cover experiment was conducted on seven soil samples with known natural moisture content (%) by weight. To study the effect of vegetation cover, spectral measurements were taken on five or six vegetation cover treatments of the seven soils with 3 replications in air dry conditions. For collecting RS base data, used spectro-radiometer that measures reflection characteristics between 300~1,100nm was used and measured the reflection of vegetation from bean leaves. The relationships were evaluated for both a general soil line and for the individual lines of five soils, under air-dried condition as well as different vegetation cover ratio, through the determination of the line parameters. As vegetation cover ratio in bean leaves increases, features of soil reflectance decrease and those of plant reflectance become more and more apparent. In proportion to vegetation cover rate, near-infrared reflectance increased and visible reflectance decreased. Analysis results are compared to commonly used vegetation indices(RVI and NDVI ).