• Title/Summary/Keyword: Vehicle driving simulator

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Intelligent AGV Machine-Learning System based on Self-Driving Simulator for Smart Factory (스마트 팩토리를 위한 자율주행 시뮬레이터 기반 지능형 AGV 머신러닝 시스템)

  • Lee, Se-Hoon;Kim, Ki-Cheol;Mun, Hwan-Bok;Kim, Do-Gyun
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2017.07a
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    • pp.17-18
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    • 2017
  • 본 논문은 스마트 팩토리의 중요 요소인 무인반송차(AGV)를 자율 주행시키기 위해 오픈 소스 자율 주행차 시뮬레이터인 udacity를 이용해 머신 러닝시키는 시스템을 개발하였다. 공장의 운행 루트를 자율주행 시뮬레이터의 전경으로 가공하고, 3개의 카메라를 부착시킨 AGV를 운행시키면서 머신 러닝시킨다. AGV를 주행하여 얻어진 여러 학습 데이터를 통해 도출된 결과들을 각각 비교하여 우수한 모델을 선정하고 운행시킨 결과 AGV가 정해진 운행 루트를 정확하게 주행하는 것을 확인하였다. 이를 통해, 가상 운행 환경에서 저비용으로 AGV 운행 학습이 가능하다는 것을 보였다.

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A Study on Construction of 3D Virtual Space from Digital Map (전자지도를 이용한 3차원 가상공간 구축에 관한 연구)

  • Sung, Won-Suk
    • Journal of the Korean Society of Safety
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    • v.24 no.6
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    • pp.1-6
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    • 2009
  • This study describes a construction procedure of 3D virtual space using the NGIS data and its application to simulation. 3D space topography is modeled by using DEM consisted with triangular regular network. The elevations of nodal points of DEM are calculated through the interpolation with contour line and elevation points from the NGIS. Also, data for 2D roads and their environments, such as trees, lamps, and traffic signals, were extracted from the NGIS and projected on the DEM surfaces to get 3D virtual space. To give a reality to 3D virtual space and accelerate its graphic speed, data were converted into the directX format. It is believed that the virtual space constructed in this work can be applicable to the ubiqutous because DEM data can be converted to the AutoCAD format and ASCII code.

Verification of autonomous driving simulator with analyzed vehicle dynamics (차량 동역학이 구현된 자율주행 시뮬레이터 검증)

  • H. S. Jeon;K. H. Jeong;S. B. Kim;J. H. Ahn;M. G. Jeong
    • Proceedings of the Korea Information Processing Society Conference
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    • 2023.11a
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    • pp.880-881
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    • 2023
  • 본 연구는 차량 동역학이 적용된 자율주행 시뮬레이터에서 구현된 차량의 거동이 실제 차량과 유사한지 검증하는 것이다. 이를 위해 실제 차량모델에 외력을 가할 수 있는 기구를 개발하여 데이터를 획득하고 분석하고자 한다. 시뮬레이터에서 구현된 차량과 유사한 서스펜션 구조를 가진 차량 모델을 만들고 센서를 달아 차량의 운동 모델을 모사했으며, 캠과 감속기어를 활용해 외력을 모사하기 위한 기구를 제작하였다.

Analysis of Impacts of Aggressive Driving Events on Traffic Stream Using Driving and Traffic Simulations (주행 및 교통 시뮬레이션을 이용한 공격운전이 교통류에 미치는 영향 분석)

  • PARK, Subin;KIM, Yunjong;OH, Cheol;CHOI, Saerona
    • Journal of Korean Society of Transportation
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    • v.36 no.3
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    • pp.169-183
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    • 2018
  • Aggressive driving leads to a greater crash potential because it threatens surrounding vehicles. This study conducted traffic simulation experiments using driving behavior data obtained from multi-agent driving simulations. VISSIM traffic simulator and surrogate safety assessment model (SSAM) were used to identify the impacts of aggressive driving on traffic stream in terms of safety and operational efficiency. Market penetration rates (MPR) of aggressive driving vehicle, coupled with various traffic conditions, were taken into consideration in analyzing the impacts. As expected, it was identified that aggressive driving vehicles tended to deteriorate the traffic safety performance. From the perspective of operational efficiency, interesting results were observable. Under level of service (LOS) A, B, and C, it was observed that the average travel speed increased with greater MPRs. Conversely, the average travel speed decreased with under LOS D and E conditions. The outcome of this study would be effectively used for developing safety-related policies for reducing aggressive driving behavior.

Evaluation of Seat Comfort and Pressure Distribution According to the Ergonomic Design of Automobile Seats (자동차 시트의 인간공학적 디자인에 따른 착좌 안락감 및 압력분포 평가)

  • Halim Chung;Jun Won Choi;Seung Wan Yang;Chun Kyu Park;Do Yong Kim;Chang Hyun Song;Jong Bae Kim;Han Sung Kim
    • Journal of Biomedical Engineering Research
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    • v.44 no.2
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    • pp.157-165
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    • 2023
  • The purpose of this study was to evaluate the importance of developing slim seats with ergonomic design to improve seat comfort and expand the interior space. Two seats were used for the experiment: a sample seat designed based on hip shape and spinal alignment and a normal seat with a flat design without curves. Subjects sat in both the sample seat and a normal seat applied to the vehicle simulator and the experiment was conducted. The next part of the experiment was conducted in two different postures: a driving posture and a relaxed posture. The subjects filled out a comfort questionnaire immediately after sitting and after 30 minutes. The results showed that the comfort in the sample seat was found to be more comfortable than the normal seat. However, no significant difference was noted for the relaxation posture. Pressure distribution was also recorded immediately after sitting and after 30 minutes. In the case of pressure distribution, it was confirmed that the pressure in the sample seat was more evenly distributed in both the driving and relaxed postures than in the normal seat. The results showed that the ergonomically designed sample seat greatly improved seating comfort and pressure distribution compared to the normal seat, which is a general vehicle seat design.

The effects of driving performance during driving with sending text message and searching navigation : a study among 50s taxi drivers (운전 중 문자 메시지 전송과 네비게이션 검색이 운전 수행 능력에 미치는 영향 : 50대 택시 운전자를 대상으로)

  • Kim, Han-Soo;Choi, Jin-Seung;Kang, Dong-Won;Oh, Ho-Sang;Seo, Jung-Woo;Yeon, Hong-Won;Choi, Mi-Hyun;Min, Byung-Chan;Chung, Soon-Cheol;Tack, Gye-Rae
    • Science of Emotion and Sensibility
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    • v.14 no.4
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    • pp.571-580
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    • 2011
  • The purpose of this study was to evaluate the effects of secondary task such as sending text message (STM) and searching navigation (SN) using the variable indicating control of vehicle ((Medial-Lateral Coefficient of Variation, MLCV), (Anterior-Posterior Coefficient of Variation, APCV)) and motion signal (Jerk-Cost function, JC). Participants included 50s taxi drivers; 14 males and 14 females. Participants were instructed to keep a certain distance (30m) from the car ahead with constant speed (80km/hr or 100km/hr). Experiement consisted of driving alone for 1minute and driving with secondary task for 1minute. Both MLCV and APCV were significantly increased during Driving + Sending Text Message(STM) and Driving + Searching Navigation(SN) than Driving only. Also, JC was increased during Driving + STM and Driving + SN than Driving only. In this study, we found that even in the experts group who are taxi driver and have 25 years driving experience, the smoothness of motion is decreased and the control of vehicle is disturbed when they were performing secondary tasks like sending text message or searching navigation.

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A Study on the Control Algorithm for Engine Clutch Engagement During Mode Change of Plug-in Hybrid Electric Vehicles (플러그인 하이브리드 차량의 모드변환에 따른 엔진클러치 접합 제어알고리즘 연구)

  • Sim, Kyuhyun;Lee, Suji;Namkoong, Choul;Lee, Ji-Suk;Han, Kwan-Soo;Hwang, Sung-Ho
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.40 no.9
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    • pp.801-805
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    • 2016
  • In this paper, engine clutch engagement shock is analyzed during the mode change of plug-in hybrid electric vehicles. Multi-driving mode includes the EV (electric vehicle) mode, HEV (hybrid electric vehicle) mode, and engine operating mode. Depending on the mode change, the engine clutch is either engaged or disengaged. The magnitude of shock during clutch engagement is very important because it impacts vehicle acceleration and clutch synchronization speed, which affects ride comfort substantially. The performance simulator of plug-in hybrid electric vehicles was developed using MATLAB/Simulink. The simulation results show that the mode change control algorithm is necessary for minimizing shock during clutch engagement.

Effects of Time Pressure and Induced-Anger on Driving Performance: A Simulation Study (시간압력 스트레스와 유도된 분노가 운전 수행에 미치는 영향: 운전 시뮬레이션 연구)

  • Woo-Il Sung;Jaesik Lee
    • Korean Journal of Culture and Social Issue
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    • v.15 no.4
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    • pp.547-563
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    • 2009
  • This study was conducted to examine the stress effects of time pressure and induced driver-anger on driving performance. The participants in the four different stress conditions(i.e., control condition, time pressure, induced anger, and mixed condition where induced-anger and time pressure were combined) were asked to drive the driving simulator, and their driving performances(i. e., lane crossing, signal violation, speeding, and deviation form designated path) were measured as the dependent variable. The results can be summarized as followings. (1) Induced-anger alone and the mixed driver stresses tended to yield deteriorated driving performances as well as awareness for designated path, (2) Time pressure alone appeared to have only limited effect both on the driving and path awareness. And (3) the effects of induced-anger alone and the mixed condition on driving performance and path awareness did not show ant significant difference. The results of the present study indicated that drivers' basic vehicle control and keeping awareness to destination could be affected differently by the types of driver stress.

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Fundamental Research on Developing Additional Information System by Connecting Route Guidance Information with Turn Signal Operation (경로유도정보와 방향지시등을 연동한 추가정보 제공 시스템 개발의 기초 연구)

  • Jeon, Yong-Wook;Daimon, Tatsuru
    • Journal of the Ergonomics Society of Korea
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    • v.28 no.3
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    • pp.63-71
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    • 2009
  • A car navigation system as an in-vehicle route guidance information (RGI) offers a state-of-the-art technological solution to driver navigation in an unfamiliar area. However, the RGI is provided by some pre-determined options in terms of the interface between a driver and a car navigation system. Drivers occasionally pass the target intersection owing to non- or late- recognizing it. This paper is examined the position of driver's turn signal operation and intersection recognition approaching at the target intersection which is difficult to identify, as a fundamental research on developing the additional RGI connecting with the turn signal control. The field experiment was conducted to measure distances of the turn signal operation and the intersection recognition from the target intersection according to left turns, right turns, and landmarks at adjacent intersection. And glance behavior to the car navigation display was evaluated by using an eye camera. The results of the field study indicate that, most case of driving, drivers operate the turn signal until 40m to 50m before coming to the target intersection. The driving simulator experiment was performed to examine the effectiveness of providing the additional RGI when drivers did not operate the turn signal approaching at the target intersection based on the results of the field study. To provide the additional RGI is effective for the intersection identification and recognition, and expected to improve the traffic safety and the comfort for drivers.

Implementation of In-Car GNSS Jamming Signal Data Generator to Test Autonomous Driving Vehicles under RFI Attack on Navigation System (항법 시스템 오작동 시 자율주행 알고리즘 성능 테스트를 위한 차량 내 재밍 신호 데이터 발생기 구현)

  • Kang, Min Su;Jin, Gwon Gyu;Won, Jong Hoon
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.20 no.2
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    • pp.79-94
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    • 2021
  • A GNSS receiver installed in autonomous vehicles is the most essential device for its navigation. However, if an intentional jamming signal is generated, there is a risk of exposure to an accident risk due to deterioration of the GNSS sensor's performance. Research is required to prevent this, and accordingly, a jamming generating device must be provided. However, according to the provisions of the law related to jamming, this is illegal. In this paper, we implement an in-vehicle jamming device that complies with the provisions of the law and does not affect the surrounding GNSS sensors. Driving simulation is used to evaluate the performance of the GNSS algorithm, and the malfunction of autonomous vehicles occurring in the interference environment and data errors output from the GNSS sensor are analyzed.