RFID 상황인식 시스템을 위한 UPnP 서비스

김동균,전병찬,이상정,Kim, Dong-Kyun,Jeon, Byung-Chan,Lee, Sang-Jeong 한국정보통신학회 2008 한국정보통신학회논문지 Vol.12 No.11

본 논문에서는 UPnP를 이용하여 RFID 서비스 발견 및 제어를 할 수 있는 상황인식 서비스 시스템을 제안한다. 제안된 시스템은 자원이 부족한 RFID 태그의 서비스를 위한 미들웨어 플랫폼으로 UPnP를 적용한다. UPnP를 적용하여 시스템을 구축하면 상황인식 서비스의 개발이 용이하며 별도의 설정 없이도 RFID 디바이스 서비스를 제공받을 수 있다. 또한, RFID의 상황인식 데이터의 신뢰도를 높이기 위하여 SQL 기반의 클리닝 (cleaning) 모듈을 설계하고 구현한다. 제안 개발된 클리닝 모듈을 적용하여 RFID 시스템의 태그에 대한 순수 인식률을 $60{\sim}80%$ 정도에서 98% 이상으로 향상 시켰다. 제안된 UPnP 기반 RFID 상황인식 서비스 검증을 위하여 물류서비스에 대한 상황인식 시나리오를 제시하고, RFID 서비스 아키텍처 와 UPnP 서비스 발견 플랫폼을 구현하였다. 또한, 구현된 시나리오상에서 UPnP 서비스 광고 메시지의 네트워크 혼잡 기여도와 RFID 시스템의 태그에 대한 순수 인식률을 실험하고 분석하여 제안된 방식의 타당성을 검증한다. In this paper, it is presented to utilize UPnP as RFID service discovery and control mechanism for context-aware services. Using UPnP, it is possible to achieve easy deployment of context-aware services and to provide zero-configuration for RFID services. In addition, SQL based cleaning module which raises detection rates is developed since context-aware applications heavily rely on streams of data gathered from RFID tags. Using the cleaning technique, detection rates are improved from 60-80% to 98% or more In order to verify RFID context aware service based on the UPnP, sample context-aware scenario for physical distribution services is implemented on UPnP over RFID system. The impacts of UPnP messages (or service advertisements on network congestion and SQL cleaning module are experimented and analyzed, and the result show the good correctness and validity of the proposed system.

강수-일유출량 추정 LSTM 모형의 구축을 위한 자료 수집 방안

김동균,강석구,Kim, Dongkyun,Kang, Seokkoo 한국수자원학회 2021 한국수자원학회논문집 Vol.54 No.10

In this study, after developing an LSTM-based deep learning model for estimating daily runoff in the Soyang River Dam basin, the accuracy of the model for various combinations of model structure and input data was investigated. A model was built based on the database consisting of average daily precipitation, average daily temperature, average daily wind speed (input up to here), and daily average flow rate (output) during the first 12 years (1997.1.1-2008.12.31). The Nash-Sutcliffe Model Efficiency Coefficient (NSE) and RMSE were examined for validation using the flow discharge data of the later 12 years (2009.1.1-2020.12.31). The combination that showed the highest accuracy was the case in which all possible input data (12 years of daily precipitation, weather temperature, wind speed) were used on the LSTM model structure with 64 hidden units. The NSE and RMSE of the verification period were 0.862 and 76.8 m³/s, respectively. When the number of hidden units of LSTM exceeds 500, the performance degradation of the model due to overfitting begins to appear, and when the number of hidden units exceeds 1000, the overfitting problem becomes prominent. A model with very high performance (NSE=0.8~0.84) could be obtained when only 12 years of daily precipitation was used for model training. A model with reasonably high performance (NSE=0.63-0.85) when only one year of input data was used for model training. In particular, an accurate model (NSE=0.85) could be obtained if the one year of training data contains a wide magnitude of flow events such as extreme flow and droughts as well as normal events. If the training data includes both the normal and extreme flow rates, input data that is longer than 5 years did not significantly improve the model performance.

약물함유 생체분해성 차폐막의 유도조직재생에 관한 연구

김동균,이승진,정종평,Kim, Dong-Kyun,Lee, Seung-Jin,Chung, Chong-Pyoung 대한치주과학회 1995 Journal of Periodontal & Implant Science Vol.25 No.2

The purpose of this study was to evaluate drug-loaded biodegradable membranes for guided tissue regeneration(GTR). The membranes were made by coating mesh of polyglycolic acid(PGA) with polylactic acid(PLA) containing 10% flurbiprofen or tetracycline. The thickness of membrane was $150{\pm}30{\mu}m$, and the pore size of surface was about $8{\mu}m$ in diameter. The release of drugs from the membrane was measured in vitro. Cytotoxity test for the membrane was performed by gingival fibroblast cell culture, and the tissue response was observed after implant of membrane into the dorsal skin of the rat for 8 wks. Ability to guided tissue regeneration of membranes were tested by measuring new bone in the calvarial defects(5mm in diameter) of the rat for 5 weeks. The amount of flurbiprofen and tetracycline released from membrane were about 30-60% during 7 days. Minimal cytotoxity was observed in the membrane except 20% drug containing membrane. In histologic finding of rat dorsal skin, many inflammatory cells were observed around e-PTFE, polyglactin 910 and PLAPGA membrane after 1 or 2 weeks. PLA-PGA membrane was perforated by connective tissue after 4 or 6 weeks, and divided as a segment at 8 weeks. In bone regeneration guiding potential test, tetracycline loaded membrane was most effective (p<O.O5). In histologic finding of rat calvaria, new bone formation was greater in defects covered by membrane than in defects uncovered. Tetracycline loaded membrane might be a useful barrier for GTR in periodontal treatment.

수종의 성분해성 차폐막의 생체분해도 및 조직 재생유도 능력에 관한 연구

김동균,구영,이용무,정종평,Kim, Dong-Kyun,Ku, Young,Lee, Young-Moo,Chung, Chong-Pyoung 대한치주과학회 1997 Journal of Periodontal & Implant Science Vol.27 No.1

The purpose of this study was to evaluate on the biodegradability, biocompatibility and tissue regenerative capacity of synthetic biodegradable $mernbranes-Resolut^{(R)}$, $Guidor^{(R)}$ and $Biomesh^{(R)}$. To evaluate the cell attachment on the membranes, in vitro, the number of gingival fibroblasts attached to each membrane was counted by hemocytometer. Cytotoxicity test for the membranes was performed by MTT test with gingival fibroblast For evaluation of guided- bone regenerative potential, the amount of new bone formation in the rat calvarial defects(5mm in diameter) beneath the membranes was observed for two weeks and examined of the specimens by Massons trichrome staining. Biodegradability was observed for 2, 4, 8 and 12 weeks after implantation of each materials under the skin of rats and examined the specimens with H & E staining. The number of cell attachment were the greatest in $Biomesh^{(R)}$ and followed by $Resolut^{(R)}$. Cell viability of three membranes was almost similar levels. Biodegradability of $Resolut^{(R)}$ was the highest among three membrane and the potential of guided bone regeneration was the greatest in the $Biomesh^{(R)}$ and $Resolut^{(R)}$ was followed. These results suggested that commercially available biodegradable membranes were non-toxic and highly potential to guided bone regeneration.

쇠고기 수입개방에 대응한 우육산업의 안정적 발전방향

김동균,하서현,이병오,신해식 ( Dong Kyun Kim,Seo Hyun Ha,Byung Oh Lee,Hae Shik Shin ) 한국축산경영학회 1990 韓國畜産經營學會誌 Vol.6 No.1

특정주파수 소음제거를 위한 능동소음제어식 청각보호구 개발연구

김동균,김옥현,Kim, Dong-Gyun,Kim, Ok-Hyeon 대한기계학회 1997 大韓機械學會論文集A Vol.21 No.12

Acoustic noise has become an increasingly important issue, especially in the industrial environment. Nowadays home and office are not exceptional, mainly due to the increase in the usage of machinery. Active Noise Control(ANC) becomes efficiently an available tool for the noise suppression with rapid advances of solid state electronics. In this study an ANC system is developed for audio headphone to work as a noise protector, so called an ear-muff. The system is developed to kill a certain frequency band noises selectively which is purposed to suppress only the dominant ambient noise such that normal numan conversation is not disturbed with wearing the ear-muff. For the purpose, an ANC design strategy is suggested and implemented with an analogue control circuit. The performance is evaluated by frequency response test, which shows well consistence with theoretical one. The results are so satisfactory that noise of 640 Hz, which is aimed to suppress, is reduced by 20db without significant distortion in other frequency band.

신용카드사의 가맹점 서비스품질 결정요인에 관한 탐색적 연구

김동균,Kim Dong-Gyoon 대한경영정보학회 1998 경영과 정보연구 Vol.2 No.-

This exploratory study examines critical quality factors of store that can give access to credit card. The procedures of developing instrument is followed by recommendations on the developing measures of marketing constructs. The results shows that service quality of store available for credit card is divided four dimensions(personal service, payment-approving service, information-providing service, problem responsiveness service). These dimensions and scales are verified through the assessment of reliability and validity. Finally, the importance of personal service is showed to be different across types of industry.

복수 신용카드 중 실제 이용카드의 결정요인에 관한 연구 -복수와 단일 신용카드 소지자의 사용행태에 관한 비교분석-

김동균,Kim Dong-Gyoon 대한경영정보학회 1999 경영과 정보연구 Vol.3 No.-

The purpose of this paper is to compare the characteristics between group that has only one credit card and group that has multiple credit cards in each stage of purchase decision making based on the literature in consumer behavior. Results indicated that (1) The number of credit cards that consumers has was affected by internal factor and reference factor, (2) depending on the number of credit cards, usage frequency, amount, and duration were differently showed and (3) inertia, point accumulation, and convenience were founded as determinants of using credit cards. Finally, theoretical and managerial implications of these findings are discussed.

태양전지 산업의 동향 - 광학과 태양전지의 어플리케이션 및 향후 전망

김동균,Kim, Dong-Gyun 한국광학기기산업협회 2009 光學世界 Vol.123 No.-

III-V족 화합물반도체 태양전지중 다접합 구조 태양전지와 집광형 태양전지는 제 3세대 태양전지로서 주목받고 있다. 현재 가장 간단하고 저렴한 원가를 갖는 구조가 프레넬 렌즈 1장을 사용한 구조로서 현재의 광학시설과 인프라만으로도 많은 부분을 개선할 수 있을 것이라 확신한다. 렌즈를 활용하여 집광한 빛을 한곳으로 모으로 이를 셀에 균일한 강도로 손실 없이 전송하기 위한 기하광학적 설계기술이 필요하며 이러한 설계와 조명설계를 결합하여 광시스템을 구축하는 것이 무엇보다 중요하다. 현재 나라마다의 다양하고 적극적인 개발노력으로 인하여 수년 안에 기존보다도 훨씬 효율성 높고 실용적인 태양집광시스템이 개발되리라 기대한다.

시유개방에 대응한 유가공업계의 경영전략

김동균,Kim, Dong-Gyun 한국유가공협회 1992 牛乳 Vol.51 No.-