• 제목/요약/키워드: AP Selection

검색결과 70건 처리시간 0.021초

해안쓰레기 탐지 및 모니터링에 대한 딥러닝 기반 객체 탐지 기술의 적용성 평가: YOLOv8과 RT-DETR을 중심으로 (Applicability Evaluation of Deep Learning-Based Object Detection for Coastal Debris Monitoring: A Comparative Study of YOLOv8 and RT-DETR)

  • 박수호;김흥민;김영민;이인지;박미소;오승열;김탁영;장선웅
    • 대한원격탐사학회지
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    • 제39권6_1호
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    • pp.1195-1210
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    • 2023
  • 해안쓰레기는 미관 훼손 및 생태와 보건에 미치는 영향으로 인해 큰 문제로 대두되고 있다. 이를 해결하기 위한 노력의 일환으로 본 연구는 해안쓰레기 탐지와 모니터링을 위한 이미지 데이터셋 구축과 실시간 객체 탐지 분야의 대표적인 모델인 YOLOv8과 RT-DETR의 성능을 비교하였다. 특히 다양한 환경 하에서의 강건성을 평가하기 위해 여러 왜곡 조건에서 성능 변화 실험을 수행하였다. YOLOv8은 mean Average Precision (mAP) 0.927~0.945의 정확도와 65~135 Frames Per Second (FPS)의 탐지 속도를 보인 반면, RT-DETR은 mAP 0.917~0.918의 정확도와 40~53 FPS의 탐지 속도를 보였다. 색상 왜곡에 대해서는 RT-DETR이 더 강건한 성능을 보였으나, 그 외의 조건에서는 YOLOv8이 더 높은 강건성을 보였다. 본 연구의 결과는 실제 해안쓰레기 모니터링 시스템의 모델 선택에 있어 중요한 지침을 제공할 것으로 기대된다.

스펙트럼 센싱을 적용한 인지 무선 기반 백스케터 네트워크의 주파수 선택 기법 (Frequency Selection Methods in RF-Powered Backscatter Cognitive Radio Networks with Spectrum Sensing)

  • 홍승관;이선의;김진영
    • 한국위성정보통신학회논문지
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    • 제12권3호
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    • pp.98-102
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    • 2017
  • 이 논문에서는 백스케터 통신에 기반한 무선 센서인 보조 사용자의 성능을 향상시키기 위해 인지 무선 기반 백스케터 네트워크를 연구한다. 제안 된 모델에서, 캐리어 이미터를 추가하고 스펙트럼 센싱 정보를 활용하기 위해 이중감쇄를 피하는 것을 고려한다. 기본 채널이 사용 중일 때 보조 사용자는 Hybrid-Access Point(H-AP)와 캐리어 이미터를 통해 채널에서 RF 에너지를 수집 할 수 있다. 채널이 유휴 상태가 되면 보조 사용자는 수확된 에너지를 사용하여 무선 센서를 작동시키고 스펙트럼 센싱 후, 캐리어 이미터를 통해 백스케터 통신을 수행한다. 따라서 우리는 다수의 태그가 존재하는 벡스케터 채널을 deterministic과 멀티소스 요소로 수학적 모델링한다. 제안한 통신 환경에서 WiFi 신호를 활용한 벡스케터 통신의 BER 성능을 보인다.

Enhanced Aqueous Stability of Hirsutenone with Antioxidant

  • Moon, Ki-Young;Ahn, Byeong-Kil;Lee, Sang-Gon;Lee, Seo-Hyun;Yeom, Dong-Woo;Choi, Young-Wook
    • Journal of Pharmaceutical Investigation
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    • 제41권6호
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    • pp.331-336
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    • 2011
  • The instability of hirsutenone (HST), a potential therapeutic candidate for the treatment of atopic dermatitis (AD) and ovarian carcinoma, is one of the main concerns for the development of drug product. In the present study, aqueous stability of HST was investigated by kinetic analysis, and the effect of several factors covering temperature, nitrogen gas ($N_2$) flushing, and selection of proper antioxidant was compared. Cosolvent system composed of distilled water and methanol (9:1 v/v) was used as a vehicle to dissolve HST at the concentration of $200{\mu}g/mL$. Samples of aqueous solution were prepared under the absence or presence of antioxidants, such as ascorbic acid (AA), sodium edetate (EDTA), and ascorbyl palmitate (AP), and subjected for stability test. The degradation of HST in aqueous solution was followed by the first order kinetics with an extremely short half life of less than a week at room temperature, and was accelerated as the temperature increased. $N_2$ flushing brought a little enhancement in stability compared to control solution, but the effect was insufficient. The addition of AA and EDTA (0.1%) significantly enhanced the stability of HST at $40^{\circ}C$, but the addition of AP (0.01%) was limited due to its water insolubility and revealed no promising result. The stability of HST was increased proportionally by the amount of AA added, showing the difference in degree of stabilization as an order of magnitude. Finally, we conclude that HST was stabilized by the addition of a suitable antioxidant, suggesting AA as the most effective stabilizer.

옥내 환경에서 무선 전송을 위한 동기식 디지털 이중화 방식 (A Synchronous Digital Duplexing Technique for Wireless Transmission in Indoor Environments)

  • 박창환;고요한;박경원;전원기;백종호;이석필;조용수
    • 한국통신학회논문지
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    • 제33권12C호
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    • pp.971-982
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    • 2008
  • 본 논문에서는 무선 전송 시스템에서 OFDMA(Orthogonal Frequency Division Multiple Access) 방식을 사용하여 상향링크 신호와 하향링크 신호를 동시에 전송하면서 자원의 효율을 높이고 자원 할당의 유연성을 향상시킬 수 있는 디지털 이중화 방식으로 SDD(Synchronous Digital Duplexing) 방식을 제안한다. SDD 방식은 상 하향링크 신호를 동시에 송 수신하기 위해 상호 레인징(mutual ranging) 과정을 통하여 AP(access point)와 각 SS(subscriber station), SS와 다른 SS 사이의 상호 시간 동기 정보와 상호 채널 정보를 획득한다. 획득한 정보는 전송시간 선택 및 CS 삽입 여부 판단, CS 길이 설정, FFT 구간 재설정 등에 이용된다. 제안된 SDD 방식이 무선채널에서 사용되는 기존의 이중화 방식인 TDD(Time Division Duplexing), FDD(Frequency Division Duplexing)와 비교하여 옥내 환경에서 적합한 이중화 방식임을 확인한다.

디지털 X-선 시스템에서 흉부 전·후 방향 검사 시 검사복이 영상에 미치는 영향과 적정 검사복 원단의 분석 (Analysis of the Influence of Examination Gowns on the Image and the Suitable Fabrics for Chest AP Examinations on DR X-ray Systems)

  • 백은비;정유진;임수빈;박상조;허영철
    • 한국방사선학회논문지
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    • 제17권6호
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    • pp.865-872
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    • 2023
  • 본 연구에서는 디지털 일반촬영 시스템에서 흉부 전·후방향 검사 시 검사복이 영상에 영향을 미치는지를 확인하고 검사복으로 사용하기에 적절한 원단을 분석하고자 하였다. 서울 소재 3차 의료기관 다섯 곳에서 사용 중인 검사복을 수집하였고 모달, 텐셀, 면, 레이온 원단을 이용하였다. 원단의 선택은 촉감, 흡수성, 신축성, 구김성이 우수한 원단으로 보고된 연구를 참고하였다. 의료기관 다섯 곳 검사복과 네 개의 원단을 1겹에서 8겹까지 겹치도록 배열한 팬텀을 제작한 후 디지털 일반촬영 시스템에서 흉부 전·후방향 조건으로 검사하였다. 검사한 영상은 1차 프로파일 분석, 2차 신호강도 평균값 분석, 3차 현미경 분석하였다. 결과적으로 총 아홉 가지 재료 모두 원단의 겹침이 증가할수록 영상에 미치는 영향이 증가하는 것을 확인하였고 1차, 2차, 3차 분석 모두에서 영상에 미치는 정도가 가장 적은 것은 모달 원단이었다. 결론적으로 디지털 장치의 해상력이 증가할수록 검사복이 영상에 미치는 영향이 증가할 것이며 이에 따라 적정 검사복 재질을 찾는 연구에 지속적인 관심이 필요하다.

A new Network Coordinator Node Design Selecting the Optimum Wireless Technology for Wireless Body Area Networks

  • Calhan, Ali;Atmaca, Sedat
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제7권5호
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    • pp.1077-1093
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    • 2013
  • This paper proposes a new network coordinator node design to select the most suitable wireless technology for WBANs by using fuzzy logic. Its goal is to select a wireless communication technology available considering the user/application requirements and network conditions. A WBAN is composed of a set of sensors placed in, on, or around human body, which monitors the human body functions and the surrounding environment. In an effort to send sensor readings from human body to medical center or a station, a WBAN needs to stay connected to a local or a wide area network by using various wireless communication technologies. Nowadays, several wireless networking technologies may be utilized in WLANs and/or WANs each of which is capable of sending WBAN sensor readings to the desired destination. Therefore, choosing the best serving wireless communications technology has critical importance to provide quality of service support and cost efficient connections for WBAN users. In this work, we have developed, modeled, and simulated some networking scenarios utilizing our fuzzy logic-based NCN by using OPNET and MATLAB. Besides, we have compared our proposed fuzzy logic based algorithm with widely used RSSI-based AP selection algorithm. The results obtained from the simulations show that the proposed approach provides appropriate outcomes for both the WBAN users and the overall network.

INNOVATION ALGORITHM IN ARMA PROCESS

  • Sreenivasan, M.;Sumathi, K.
    • Journal of applied mathematics & informatics
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    • 제5권2호
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    • pp.373-382
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    • 1998
  • Most of the works in Time Series Analysis are based on the Auto Regressive Integrated Moving Average (ARIMA) models presented by Box and Jeckins(1976). If the data exhibits no ap-parent deviation from stationarity and if it has rapidly decreasing autocorrelation function then a suitable ARIMA(p,q) model is fit to the given data. Selection of the orders of p and q is one of the crucial steps in Time Series Analysis. Most of the methods to determine p and q are based on the autocorrelation function and partial autocor-relation function as suggested by Box and Jenkins (1976). many new techniques have emerged in the literature and it is found that most of them are over very little use in determining the orders of p and q when both of them are non-zero. The Durbin-Levinson algorithm and Innovation algorithm (Brockwell and Davis 1987) are used as recur-sive methods for computing best linear predictors in an ARMA(p,q)model. These algorithms are modified to yield an effective method for ARMA model identification so that the values of order p and q can be determined from them. The new method is developed and its validity and usefulness is illustrated by many theoretical examples. This method can also be applied to an real world data.

가야(伽倻) 유물을 활용한 패션문화상품 디자인 데이터베이스 구축 (Construction of Fashion Cultural Goods Design Database using Gaya Relics)

  • 송미정;박혜원
    • 패션비즈니스
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    • 제16권1호
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    • pp.160-179
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    • 2012
  • One of the representative local cultures in Gyeongnam is Gaya culture. This research aim s to develop fashion cultural goods design applying Gaya relics. Based on the study on cu ltural character, formative characteristics of relics, and questionnaire survey on cultural reco gnition and fashion cultural goods purchasing status of Gaya, the plan of Gaya fashion cul tural goods design was made and progressed. To develop design pattern, TexPro Design CAD was used. As to selection of relics to extract motif, Mounted vessel in the shape of warrior on horseback, Chariot wheel-shaped Pottery, Armor and Shield were selected. The main concept of design was 'Timeless Images of Gaya' to re-illuminate a long forgotten p eriod of Gaya, and to create modernization image of ancient period into modern living. By using oring image scale of IRI C or Lab, the 4 main themes of 'Timeless Images of Gaya' including 'Romantic Gaya', 'Dynamic Gaya', 'E -friendly Gaya', 'Modern Gaya' were constructed. According to the 4 themes, basic pattern, repeating pattern, application patter n were developed. And applied cases were developed to seek reality of design in the fashi on cultural goods. Also web page was constructed to develop educational and industrial accessibility and utilization in collaboration with design patterns and fashion cultural goods ap plying cases.

Study of Multiple Interface Control and Dynamic Delivery Model for Seamless Mobile Transportation

  • Lee, Seon-Ung;Moon, Il-Young
    • Journal of information and communication convergence engineering
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    • 제8권4호
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    • pp.399-404
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    • 2010
  • We propose a seamless IPTV transport technology of mobile device. This technology uses multiple interfaces of wireless communication on mobile device. This proposal for transportation of mobile IPTV contents is more mobile and adaptable than other wireless technologies that are currently being used. Algorithm of proposed technology is as follow. When the signal strength of the connected wireless network interface of mobile device is getting lower than specified level, another wireless network interface is connected to continue downloading the IPTV contents in advance. Another connection is maintained until the signal strength of the first connected interface is stable or the interface is connected to another base station (or AP) that have good signal strength. For more seamless services, we consider classifying the packets of mobile IPTV and using dynamic content quality select techniques. Dynamic content quality selection is based on notifying transfer rate to the content delivery network (CDN) server. The proposed technology is expected to use efficiently with both mobile IPTV and the transportation of mobile P2P/P4P.

Design guides to resist progressive collapse for steel structures

  • Mirtaheri, M.;Zoghi, M. Abbasi
    • Steel and Composite Structures
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    • 제20권2호
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    • pp.357-378
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    • 2016
  • The progressive collapse phenomenon in structures has been interested by civil engineers and the building standards organizations. This is particularly true for the tall and special buildings ever since local collapse of the Ronan Point tower in UK in 1968. When initial or secondary defects of main load carrying elements, overloads or unpredicted loads occur in the structure, a local collapse may be arise that could be distributed through entire structure and cause global collapse. One is not able to prevent the reason of failure as well as the prevention of propagation of the collapse. Also, one is not able to predict the start point of collapse. Therefore we should generalize design guides to whole or the part of structure based on the risk analysis and use of load carrying elements removal scenario. There are some new guides and criteria for elements and connections to be designed to resist progressive collapse. In this paper, codes and recommendations by various researchers are presented, classified and compared for steel structures. Two current design methods are described in this paper and some retrofitting methods are summarized. Finally a steel building with special moment resistant frame is analyzed as a case study based on two standards guidelines. This includes consideration of codes recommendations. It is shown that progressive collapse potential of the building depends on the removal scenario selection and type of analysis. Different results are obtained based on two guidelines.