• Title/Summary/Keyword: Blockages

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Requirements Analysis of Image-Based Positioning Algorithm for Vehicles

  • Lee, Yong;Kwon, Jay Hyoun
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.37 no.5
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    • pp.397-402
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    • 2019
  • Recently, with the emergence of autonomous vehicles and the increasing interest in safety, a variety of research has been being actively conducted to precisely estimate the position of a vehicle by fusing sensors. Previously, researches were conducted to determine the location of moving objects using GNSS (Global Navigation Satellite Systems) and/or IMU (Inertial Measurement Unit). However, precise positioning of a moving vehicle has lately been performed by fusing data obtained from various sensors, such as LiDAR (Light Detection and Ranging), on-board vehicle sensors, and cameras. This study is designed to enhance kinematic vehicle positioning performance by using feature-based recognition. Therefore, an analysis of the required precision of the observations obtained from the images has carried out in this study. Velocity and attitude observations, which are assumed to be obtained from images, were generated by simulation. Various magnitudes of errors were added to the generated velocities and attitudes. By applying these observations to the positioning algorithm, the effects of the additional velocity and attitude information on positioning accuracy in GNSS signal blockages were analyzed based on Kalman filter. The results have shown that yaw information with a precision smaller than 0.5 degrees should be used to improve existing positioning algorithms by more than 10%.

Precision Analysis of NARX-based Vehicle Positioning Algorithm in GNSS Disconnected Area

  • Lee, Yong;Kwon, Jay Hyoun
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.39 no.5
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    • pp.289-295
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    • 2021
  • Recently, owing to the development of autonomous vehicles, research on precisely determining the position of a moving object has been actively conducted. Previous research mainly used the fusion of GNSS/IMU (Global Positioning System / Inertial Navigation System) and sensors attached to the vehicle through a Kalman filter. However, in recent years, new technologies have been used to determine the location of a moving object owing to the improvement in computing power and the advent of deep learning. Various techniques using RNN (Recurrent Neural Network), LSTM (Long Short-Term Memory), and NARX (Nonlinear Auto-Regressive eXogenous model) exist for such learning-based positioning methods. The purpose of this study is to compare the precision of existing filter-based sensor fusion technology and the NARX-based method in case of GNSS signal blockages using simulation data. When the filter-based sensor integration technology was used, an average horizontal position error of 112.8 m occurred during 60 seconds of GNSS signal outages. The same experiment was performed 100 times using the NARX. Among them, an improvement in precision was confirmed in approximately 20% of the experimental results. The horizontal position accuracy was 22.65 m, which was confirmed to be better than that of the filter-based fusion technique.

Information System fur Ship Management

  • Xujun, Xubo
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2001.10a
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    • pp.104-107
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    • 2001
  • Based on the analysis of the functions of ship management company, this paper aims to explore how to build the platform to transmit anti process the information about ships by means of modern information management so as to solve a series of problems caused by blockages in information transmitting in present ship’s management. The paper also talks about the necessity of establishing various resource bases and using different information communicating methods to realize the resource sharing and intellectualization of ship’s business.

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Analysis of integrated GPS and GLONASS double difference relative positioning accuracy in the simulation environment with lots of signal blockage (신호차폐 시뮬레이션 환경에서의 통합 GPS/GLONASS 이중차분 상대측위 정확도 분석)

  • Lee, Ho-Seok;Park, Kwan-Dong;Kim, Du-Sik;Sohn, Dong-Hyo
    • Journal of Navigation and Port Research
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    • v.36 no.6
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    • pp.429-435
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    • 2012
  • Although GNSS hardware and software technologies have been steadily advanced, it is still difficult to obtain reliable positioning results in the area with lots of signal blockage. In this study, algorithms for integrated GPS and GLONASS double difference relative positioning were developed and its performance was validated via simulations of signal blockages. We assumed that signal blockages are caused by high-rise buildings to the east, west, and south directions. And then, GPS-only and integrated GPS/GLONASS positioning accuracy was analysed in terms of 2-dimensional positioning accuracies. Compared with GPS-only positioning, the positioning accuracy of integrated GPS/GLONASS improved by 0.3-13.5 meters.

A Study on the Energy Saving through Pollutant removal of Intake gate (취수구 스크린 협잡물 제거를 통한 에너지 절감효과 분석)

  • Kim, Byeong-Kakg;Park, Inn;You, Si-Og;Jang, Seung-Don
    • Proceedings of the KIEE Conference
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    • 2011.07a
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    • pp.930-931
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    • 2011
  • As the upsurge in oil prices and global warming, Energy saving is needed to overall industry. If The head of Intake gate screen is high. The pumping process involves a loss of energy and results in high emissions of greenhouse gases. Therefore, blockages in intake gate should be free. Another advantage of cleaning is stabilizing pumping system. Because vibration and cavitation decreases when loss of head is low.

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Feasibility Study of Sludge Detection inside Pipes Using Torsional Guided Waves (비틀림 유도파를 이용한 배관 슬러지 검출 방법의 현장 적용성 평가)

  • Park, Kyung-Jo
    • Journal of Power System Engineering
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    • v.18 no.5
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    • pp.100-105
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    • 2014
  • It has been previously reported that in principle sludge and blockages can be detected and even characterized by using guided ultrasonic torsional waves, based on an idealized model in which the sludge layer was simplified in terms of geometry and material properties. The work revealed that the presence of a layer inside a pipe scatters the guided wave propagating in the pipe and both the reflection and transmission of the guided wave can be used to effectively detect and characterize the layer. This paper proceeds the work by taking into account more realistic sludge characteristics, including irregular circumferential profiles of the sludge layer and imperfect bonding state between the sludge and the pipe. The influence of these issues is investigated to identify the critical factors that influence the detection and characterization capability of the two measurements.

A Study on the Performance Characteristics of the Sirocco Fan in a Range Hood (레인지 후드용 시로코 홴 성능 특성에 관한 연구)

  • Park, Sang-Tae;Choi, Young-Seok;Park, Moon-Soo;Kim, Cheol-Ho;Kwon, Oh-Myoung
    • The KSFM Journal of Fluid Machinery
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    • v.8 no.2 s.29
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    • pp.9-15
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    • 2005
  • This paper presents an experimental and numerical study on the overall performance and local flow characteristics of sirocco fan in a range hood. Measurement of overall performance for sirocco fans were conducted based on AMCA standard 210. The effects of flow blockages due to the motor inside the fan on the fan performance were investigated by experimentally and numerically and the results were compared with each other. The numerical and experimental results show the inlet flow blockage reduces the performance (ie. fan static pressure, design flow rate, maximum efficiency and free delivery flow rate) of fan. It is found that the blockage makes the flow field highly non-uniform through the blade and cause the efficiency decrement.

Characterization of Chemical Sludge inside Pipes Using Torsional Guided Waves

  • Park, Kyung-Jo
    • Journal of Power System Engineering
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    • v.18 no.3
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    • pp.29-35
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    • 2014
  • A new method is presented that uses guided wave techniques for sludge and blockage detection in long-range pipelines. Existing techniques have the limitations that the sludge position needs to be known a priori and the area to be inspected needs to be accessible. A novel guided wave technique has been developed that allow the sludge or blockages to be detected remotely without the need to access the specific location where the pipe is blocked, nor to open the pipe. The technique measures the reflection of guided waves by sludge that can be used to accurately locate the blocked region. The effectiveness of the proposed technique is demonstrated and confirmed by experimental measurements.

The clinical report of External Gi-Gong Therapy about Pruritus and Erythema (소양(搔痒)과 홍반(紅班)에 대한 기공치료(氣功治療) 증례보고)

  • Bae Hang;Park Ryung-Jun
    • Journal of Korean Medical Ki-Gong Academy
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    • v.7 no.1
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    • pp.127-148
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    • 2003
  • This paper includes five cases about patient with pruritus and erythema by External Gi-Gong Therapy(EKT) for two days. We judged the patient who has pruritus and erythema, and treated them with External Gi-Gong Therapy(EKT). EKT has always been part of the medical Gi-Gong practice. EKT refers to the process by which a Gi-Gong practitioner directs his intention, or emits his Gi energy, to help others break Gi blockages and induce the sick Gi out of the body so as to alleviate the pain, abate the disease, and balance the flow of Gi. We expect that External Gi-Gong Therapy is effective for patient with pruritus and erythema.