• Journal of Information Processing Systems
• /
• 제15권1호
• /
• pp.34-46
• /
• 2019

A method for detecting foreign substances in mould based on scatter grams was presented to protect moulds automatically during moulding production. This paper proposes a wavelet transform foreign detection method based on Monte Carlo analysis mechanism to identify foreign objects in the tube. We use the Monte Carlo method to evaluate the image, and obtain the width of the confidence interval by the deviation statistical gray histogram to divide the image type. In order to stabilize the performance of the algorithm, the high-frequency image and the low-frequency image are respectively drawn. By analyzing the position distribution of the pixel gray in the two images, the suspected foreign object region is obtained. The experiments demonstrate the effectiveness of our approach by evaluating the labeled data.

• 한국자동차공학회논문집
• /
• 제20권6호
• /
• pp.33-38
• /
• 2012

EMB is considered as the next generation braking mechanism because it has simple structure and is environment friendly. However, as other brake mechanisms, EMB should be operated reliably for any operating conditions. EMB should be designed with fail-safe and fault-tolerant control concepts which require robust fault detection algorithms for various possible faults. In the design of fault detection algorithms, it is very difficult to construct faulty conditions in real EMB and thus, simulations are often used to emulate the faulty conditions. In this paper, a simulation tool is developed using the commercial software to emulate gear faults in the EMB mechanism. A backlash compensation algorithm is introduced based on contact point detection because screw backlash causes a delay in clamping force response time.

• 비파괴검사학회지
• /
• 제31권2호
• /
• pp.134-138
• /
• 2011

회전기기의 고장 탐지에 있어 기존의 진단법과 달리 동적 하중조건 하에서 비접촉, 비파괴의 적외선 열화상 기법이 제안된다. 본 논문에서는 단열 깊은 홈 볼 베어링을 시편으로 하여, 회전기기의 기존의 고장 진단법 대신 수동형 열화상 기법을 이용한 시험을 수행하였다. 추가적으로, 제안된 방법의 효율성을 평가하기 위해 기존의 진동 스펙트럼 분석법을 적용하여 열화상 시험법을 비교하였다. 시혐의 결과로써, 동적 하중조건 하 볼 베어령의 온도분포 특성이 철저히 분석되었다.

• KSII Transactions on Internet and Information Systems (TIIS)
• /
• 제11권4호
• /
• pp.2149-2170
• /
• 2017

Application-layer Distributed Denial-of-Service (DDoS) attack is one of the leading security problems in the Internet. In recent years, the attack strategies of application-layer DDoS have rapidly developed. This paper introduces a new attack strategy named Path Vulnerabilities-Based (PVB) attack. In this attack strategy, an attacker first analyzes the contents of web pages and subsequently measures the actual response time of each webpage to build a web-resource-weighted-directed graph. The attacker uses a Top M Longest Path algorithm to find M DDoS vulnerable paths that consume considerable resources when sequentially accessing the pages following any of those paths. A detection mechanism for such attack is also proposed and discussed. A finite-state machine is used to model the dynamical processes for the state of the user's session and monitor the PVB attacks. Numerical results based on real-traffic simulations reveal the efficiency of the attack strategy and the detection mechanism.

• KSII Transactions on Internet and Information Systems (TIIS)
• /
• 제13권5호
• /
• pp.2434-2453
• /
• 2019

To improve the separation performance of time-frequency overlapped radar and communication signals from a single channel, this paper proposes an effective separation method based on an improved empirical wavelet transform (EWT) that introduces a fast boundary detection mechanism. The fast boundary detection mechanism can be regarded as a process of searching, difference optimization, and continuity detection of the important local minima in the Fourier spectrum that enables determination of the sub-band boundary and thus allows multiple signal components to be distinguished. An orthogonal empirical wavelet filter bank that was designed for signal adaptive reconstruction is then used to separate the input time-frequency overlapped signals. The experimental results show that if two source components are completely overlapped within the time domain and the spectrum overlap ratio is less than 60%, the average separation performance is improved by approximately 32.3% when compared with the classic EWT; the proposed method also improves the suitability for multiple frequency shift keying (MFSK) and reduces the algorithm complexity.

• 한국항행학회논문지
• /
• 제14권3호
• /
• pp.358-366
• /
• 2010

무선 네트워크상에서 혼잡과 지연은 네트워크 내에 존재하는 패킷의 수가 과도하게 증가하거나 송신측과 수신측의 전송 균형이 일치되지 않을 때 주로 발생한다. 이러한 혼잡과 지연은 패킷 손실 (pack loss)의 원인이 되며, 패킷손실은 멀티미디어 스트리밍의 성능을 떨어뜨릴 뿐만 아니라 오버헤드를 증가시킨다. 본 논문에서는 무선네트워크의 패킷 손실을 최적화하고 멀티미디어 스트리밍의 QoS 향상을 위한 전송율 기반의 멀티미디어 스트리밍의 최적화 메카니즘을 제안한다. 제안된 기법은 전송율 모니터링과 오버헤드 모니터링에 기반하여 최적화를 수행한다. 이러한 목적을 위하여 본 논문에서는 소스율 제어에 의한 최적화를 수행하도록 하며, 이것은 혼잡, 지연 등의 이슈들을 최적화하기 위한 것이다. 성능 평가는 RED (Random Early Detection), TFRC (TCP-friendly Rate Control) 그리고 제안된 기법으로 수행하였으며, 시뮬레이션 결과 제안된 기법이 RED, TFRC기법에 비해서 패킷손실율, 처리율, 평균 응답율이 보다 효율적임을 알게 되었다.

• Journal of Multimedia Information System
• /
• 제4권1호
• /
• pp.9-18
• /
• 2017

Ubiquitous computing is a novel paradigm that is rapidly gaining in the scenario of wireless communications and telecommunications for realizing smart world. As rapid development of sensor technology, smart sensor system becomes more popular in automobile or vehicle. In this study, a new vehicle detection mechanism in real-time for blind spot area is proposed based on imaging sensors. To determine the position of other vehicles on the road is important for operation of driver assistance systems (DASs) to increase driving safety. As the result, blind spot detection of vehicles is addressed using an automobile detection algorithm for blind spots. The proposed vehicle verification utilizes the height and angle of a rear-looking vehicle mounted camera. Candidate vehicle information is extracted using adaptive shadow detection based on brightness values of an image of a vehicle area. The vehicle is verified using a training set with Haar-like features of candidate vehicles. Using these processes, moving vehicles can be detected in blind spots. The detection ratio of true vehicles was 91.1% in blind spots based on various experimental results.

• 한국멀티미디어학회논문지
• /
• 제11권11호
• /
• pp.1601-1614
• /
• 2008

최근 대부분의 인터넷 환경이 쳅 기반 시스템으로 발전하면서 웹 서비스 사용자 수는 꾸준히 증가하고 있다. 따라서 일반 사용자가 대형 포털 사이트 웹 서버 접속시 생성되는 로그 정보를 분석하여 웹 서버에 대한 공격을 탐지하거나 웹 마이닝 기술과 접목하기 위해서는 대용량의 웹 로그 정보에 대한 효율적인 분석 기법이 필요하다. 기존 웹 로그 전처리 기법은 로그 문자열의 순차적인 탐색을 수행하므로 대용량의 웹 로그 고속화 처리에 적합하지 않다. 본 연구에서는 대용량 웹 로그 정보에 대해 B-트리 인덱싱 벡터 구조를 이용하여 필드별 분류 및 고속 검색 알고리즘을 개발하였다 이를 통해 효율적으로 대용량 로고로부터 효율적인 세션 분석 기능과 개선된 검색 성능을 제공할 수 있었으며 웹 서버에 대한 공격 탐지에도 활용할 수 있었다.

• 한국진공학회:학술대회논문집
• /
• 한국진공학회 2011년도 제40회 동계학술대회 초록집
• /
• pp.431-431
• /
• 2011

Graphene, two dimensional sheet of sp2-hybridized carbon, has attracted an enormous amount of interest due to excellent electrical, chemical and mechanical properties for the application of transparent conducting films, clean energy devices, field-effect transistors, optoelectronic devices and chemical sensors. Especially, graphene is promising candidate to detect the gas molecules and biomolecules due to the large specific surface area and signal-to-noise ratios. Despite of importance to the disease diagnosis, there are a few reports to demonstrate the graphene- and rGO-FET for biological sensors and the sensing mechanism are not fully understood. Here we describe scalable and facile fabrication of rGO-FET with the capability of label-free, ultrasensitive electrical detection of a cancer biomarker, prostate specific antigen/${\alpha}1$-antichymotrypsin (PSA-ACT) complex, in which the ultrathin rGO sensing channel was simply formed by a uniform self-assembly of two-dimensional rGO nanosheets on aminated pattern generated by inkjet printing. Sensing characteristics of rGO-FET immunosensor showed the highly precise, reliable, and linear shift in the Dirac point with the analyte concentration of PSA-ACT complex and extremely low detection limit as low as 1 fg/ml. We further analyzed the charge doping mechanism, which is the change in the charge carrier in the rGO channel varying by the concentration of biomolecules. Amenability of solution-based scalable fabrication and extremely high performance may enable rGO-FET device as a versatile multiplexed diagnostic biosensor for disease biomarkers.

• 한국산학기술학회논문지
• /
• 제12권4호
• /
• pp.1803-1811
• /
• 2011

TFT-LCD용 TFT기판 상에서 저에너지 마이크로 컬럼을 이용하는 전기적인 결함 검출 메카니즘을 분석하였다. 본 연구에서는 고진공 챔버 내에서 7인치 TFT 기판에 저에너지 전자빔을 주사하여 여러 가지 불량 화소에 대한 SEM 이미지를 획득하였다. 더불어 각각의 불량 화소에서 나타나는 현상과 전기적인 거동과의 연관성을 분석하여 검출 메카니즘을 해석하였다. 그 결과로서 저에너지 초소형 전자 컬럼을 이용하는 저에너지 전자빔에 의한 SEM 이미지는 전자간 반발효과에 크게 영향을 받는 일관성 있는 결과를 확인하였다.