• Title/Summary/Keyword: Road modeling

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Development of a Distributed Road Traffic Simulation System

  • Keawmanee, T.;Seubpradit, K.;Tandayya, P.
    • Proceedings of the IEEK Conference
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    • 2002.07b
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    • pp.1324-1326
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    • 2002
  • This paper concerns the development of distributed interactive simulation of a road traffic system. The simulation involved models of multiple and distributed road vehicles running on different locations. The simulation system represented a traffic system as if the distributed simulation models were in the same environment. The development of the distributed road traffic simulation was based on High Level Architecture (HLA), a state-of-the-art IEEE standard for the distributed and real-time simulation. Other work concerned modeling and simulating the road vehicles and building the map database for the virtual distributed shared environment. The information used in the simulation system was only in X-axis and Y-axis as the insignificant data in the Z-axis was omitted to simplify the simulation. However, the traffic system has visualized a 3-D coordinate system. The road vehicle models were able to avoid collision. The next direction of a vehicle can be chosen from the provided choices of further paths.

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Regeneration of Road Profile to Compensate Nonlinearties of Tires (타이어의 비선형성 보장을 위한 노면 형상의 재구성)

  • 김명규;김광석;유완석
    • Transactions of the Korean Society of Automotive Engineers
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    • v.7 no.8
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    • pp.199-207
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    • 1999
  • For the stress and vibration analysis of vehicle component by computer simulation, it is necessary to find the forces acting on the vehicle components due to the road profile undulation. A precise modeling of tires is not easy due to nonlinear effects between tire-ground. In this study, a new method is proposed to regenerate road profiles that preserves the same PSD of wheel with a linear tire model. Using the frequency response function between road-wheel , the digital signal processing method, and DADS program , road profile is regenerated from the computer simulation.

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Modeling and Simulation of Road Noise by Using an Autoregressive Model (자기회귀 모형을 이용한 로드노이즈 모델링과 시뮬레이션)

  • Kook, Hyung-Seok;Ih, Kang-Duck;Kim, Hyoung-Gun
    • Transactions of the Korean Society for Noise and Vibration Engineering
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    • v.25 no.12
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    • pp.888-894
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    • 2015
  • A new method for the simulation of the vehicle's interior road noise is proposed in the present study. The road noise model can synthesize road noise of a vehicle for varying driving speed within a range. In the proposed method, interior road noise is considered as a stochastic time-series, and is modeled by a nonstationary parametric model via two steps. First, each interior road noise signal, obtained from constant speed driving tests performed within a range of speed, is modeled as an autoregressive model whose parameters are estimated by using a standard method. Finally, the parameters obtained for different driving speeds are interpolated based on the varying driving speed to yield a time-varying autoregressive model. To model a full band road noise, audible frequency range is divided into an octave band using a wavelet filter bank, and the road noise in each octave band is modeled.

Developing a Solution to Improve Road Safety Using Multiple Deep Learning Techniques

  • Humberto, Villalta;Min gi, Lee;Yoon Hee, Jo;Kwang Sik, Kim
    • International Journal of Internet, Broadcasting and Communication
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    • v.15 no.1
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    • pp.85-96
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    • 2023
  • The number of traffic accidents caused by wet or icy road surface conditions is on the rise every year. Car crashes in such bad road conditions can increase fatalities and serious injuries. Historical data (from the year 2016 to the year 2020) on weather-related traffic accidents show that the fatality rates are fairly high in Korea. This requires accurate prediction and identification of hazardous road conditions. In this study, a forecasting model is developed to predict the chances of traffic accidents that can occur on roads affected by weather and road surface conditions. Multiple deep learning algorithms taking into account AlexNet and 2D-CNN are employed. Data on orthophoto images, automatic weather systems, automated synoptic observing systems, and road surfaces are used for training and testing purposes. The orthophotos images are pre-processed before using them as input data for the modeling process. The procedure involves image segmentation techniques as well as the Z-Curve index. Results indicate that there is an acceptable performance of prediction such as 65% for dry, 46% for moist, and 33% for wet road conditions. The overall accuracy of the model is 53%. The findings of the study may contribute to developing comprehensive measures for enhancing road safety.

A Study on Automated Quantity Take-off Methods of Earth Works in Road Design using 3D Design Concept (3차원 설계를 통한 도로설계단계의 토공 자동물량 산정 방안에 관한 연구)

  • Cho, Myunhwan;Kim, Nakseok;Chae, Jae-Hyun
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.36 no.2
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    • pp.277-283
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    • 2016
  • Recently, the interests in three-dimensional design and BIM(Building Information Modeling) are increasing in civil engineering sector and the researches about three-dimensional design and quantity take-off methods for civil engineering structures have been conducted. However, these studies are just carried out the 3D design and quantity calculation of civil structures on the road or railway such as bridges and tunnels. The study on the quantity take-off methods and the evaluation of calculated results on the earth works should be performed in more detail. Based on these backgrounds in mind, the study was conducted the three-dimensional road design and evaluated the quantity take-off results on the earth works using 3D calculation method(average end area method, prismoidal method and composit method). The calculated quantity from composit method showed about 5% error of measuring efficiency than the average end area method, and when reporting the quantity calculation of earth works, it is necessary to specify the calculation method using quantity take-off of earth works.

A study on the generation of Road DEM with high accuracy using Laser scanning data (레이저 스캐닝 데이터를 이용한 정밀 도로 수치표고모델 제작에 관한 연구)

  • 김준철;박수영;윤여상;주영은;최종현
    • Proceedings of the Korean Society of Surveying, Geodesy, Photogrammetry, and Cartography Conference
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    • 2003.10a
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    • pp.245-250
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    • 2003
  • Digital Elevation Model(DEM) is basic spatial information used in various GIS areas such as spatial analysis, 3D modeling, etc. In particular, DEM of road inclined plane is need for the plan, design, construction and maintenance of social infrastructures such as roads and bridges in construction technology, one of GIS application. However, generating DEM of road inclined plane with high accuracy is very difficult. Therefore, the purpose of this study is to propose how to generate road DEM with high accuracy through extracting road inclined plane automatically using Laser scanning data.

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A Study on the Lighting Distribution on Road Space by Modeling Roadside Tree Types (가로수 유형별 모델링을 통한 가로공간 조도분포에 관한 연구)

  • Lee, Seok-Jun;Lee, Jong-Sung
    • Journal of Environmental Science International
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    • v.21 no.4
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    • pp.391-399
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    • 2012
  • This study proposes lighting simulation approach to assess lighting quality on motor ways and walk ways considering each type of form and growth of roadside trees. Simulation approach to assess quality of lighting is frequently used for lighting design which guarantees secure of drivers and pedestrians during the night time. But, road side trees which have diverse benefits for citizens acts on obstacles during night time needs lighting. The results of this study shows a possible way for tuning the aims of both lighting and road side tree. It will be possible to develop harmonic design standards for road way lighting if further study achieved based on the result of this study.