• 제목/요약/키워드: driving time

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Real-time Dangerous Driving Behavior Analysis Utilizing the Digital Tachograph and Smartphone

  • Kang, Joon-Gyu;Kim, Yoo-Won;Jun, Moon-Seog
    • 한국컴퓨터정보학회논문지
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    • 제20권12호
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    • pp.37-44
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    • 2015
  • In this paper, we propose the assistance method to enable safe driving through analysis of dangerous driving behavior using real-time alarm by vehicle speed, azimuth data and smartphone. For this method, smartphone is receiving driving data from digital tachograph using communication. Safe driving habit is a very important issue to commercial vehicle because that driver's long time driving than other vehicle type driver. Existing methods are very inefficient to improve immediately dangerous driving habits during driving because proceed driving behavior analysis after the vehicle operation. We propose the new safe driving assistance method that can prevent traffic accidents by real-time and improve the driver's wrong driving habits through real-time dangerous driving behavior analysis and notification the result to the driver. We have confirmed that the method in this paper will help to improve driving habits and can be applied through the proposed method implementation and simulation experiment.

무인 주행 차량의 주행 특성과 주행 시간을 고려한 경로 생성 및 주행 알고리즘 (Path Planning for the Shortest Driving Time Considering UGV Driving Characteristic and Driving Time and Its Driving Algorithm)

  • 노치범;김민호;이민철
    • 로봇학회논문지
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    • 제8권1호
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    • pp.43-50
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    • 2013
  • $A^*$ algorithm is a global path generation algorithm, and typically create a path using only the distance information. Therefore along the path, a moving vehicle is usually not be considered by driving characteristics. Deceleration at the corner is one of the driving characteristics of the vehicle. In this paper, considering this characteristic, a new evaluation function based path algorithm is proposed to decrease the number of driving path corner, in order to reduce the driving cost, such as driving time, fuel consumption and so on. Also the potential field method is applied for driving of UGV, which is robust against static and dynamic obstacle environment during following the generated path of the mobile robot under. The driving time and path following test was occurred by experiments based on a pseudo UGV, mobile robot in downscaled UGV's maximum and driving speed in corner. The experiment results were confirmed that the driving time by the proposed algorithm was decreased comparing with the results from $A^*$ algorithm.

6자유도 주행 시뮬레이터 구동을 위한 제어기 설계 및 성능평가 (A Controller Design and Performance Evaluation for 6 DOF Driving Simulator)

  • 강진구
    • 디지털산업정보학회논문지
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    • 제8권1호
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    • pp.1-7
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    • 2012
  • In this paper Vehicle driving simulator have been used in the development and modification of models. A real-time simulation system and washout algorithm for an excavator have been developed for a driving simulator with six degrees of freedom. An interesting question, "how the 6 DOF Driving Simulator can be controlled optimally for the various tasks?" is not easy to be answered. This paper presents the hardware and software developed for a driving simulator of construction vehicle. A simulator can reduce cost and time a variety of driving simulations in the laboratory. Using its 6 DOF Simulator can move in various modes, and perform dexterous tasks. Driving simulators have begun to proliferate in the automotive industry and the associated research community. This effort involves the real-time dynamic of wheel-type excavator the design and manufacturing of the Stewart platform an integrated control system of the platform and three-dimensional graphic modeling of the driving environments.

디지털 운행기록장치를 활용한 실시간 위험운전행동분석 구현 (Implementation of Real-time Dangerous Driving Behavior Analysis Utilizing the Digital Tachograph)

  • 김유원;강준규
    • 한국컴퓨터정보학회논문지
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    • 제20권2호
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    • pp.55-62
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    • 2015
  • 본 논문에서는 디지털 운행기록장치를 활용하여 자동차 운전자에 대한 실시간 위험운전행동 분석 및 경고를 통한 운전습관 개선과 안전운전 지원이 가능한 방법을 제안한다. 대부분의 교통사고와 에코 드라이빙은 자동차 운전자의 운전습관과 밀접한 관련이 있으며 이러한 운전습관을 자동화된 방법으로 실시간 분석 및 경고로 잘못된 운전습관을 개선시킬 필요가 있다. 제안 방법에 대한 구현 및 실험을 통하여 본 논문에서 제안하는 방법으로 운전자의 위험운전행동에 대한 실시간 분석 및 경고를 해줌으로써 운전습관 개선 유도와 안전운전을 지원하여 에코 드라이빙에 실제로 도움이 될 수 있음을 증명하였다.

자율주행 개인화를 위한 역 충돌시간 및 차두시간 융합 기반 인간중심 제어 알고리즘 개발 (A Human-Centered Control Algorithm for Personalized Autonomous Driving based on Integration of Inverse Time-To-Collision and Time Headway)

  • 오광석
    • 한국융합학회논문지
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    • 제9권10호
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    • pp.249-255
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    • 2018
  • 본 논문은 자율주행 개인화를 위한 역 충돌시간 및 차두시간 융합 기반 인간중심 제어 알고리즘 개발에 관한 것이다. 운전자 및 탑승자의 자율주행에 대한 이질감 최소화를 위해 인간중심적 주행제어 기술이 필요하다. 운전자가 선행차량과 함께 주행하는 조건에서 운전자의 주행특성을 분석하고, 분석된 결과를 종방향 자율주행 제어에 반영하였다. 주행특성으로 가속도, 역 충돌시간, 차두시간 분포가 분석되었고, 운전자의 주행특성이 반영된 제어기 구성을 위해 역 충돌시간 및 차두시간을 이용한 종방향 제어기를 구성하였다. 본 연구에서 제안된 제어 알고리즘은 Matlab/Simulink 환경에서 구성되었으며 실 주행데이터 기반 성능평가가 수행되었다.

Study on the Take-over Performance of Level 3 Autonomous Vehicles Based on Subjective Driving Tendency Questionnaires and Machine Learning Methods

  • Hyunsuk Kim;Woojin Kim;Jungsook Kim;Seung-Jun Lee;Daesub Yoon;Oh-Cheon Kwon;Cheong Hee Park
    • ETRI Journal
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    • 제45권1호
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    • pp.75-92
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    • 2023
  • Level 3 autonomous vehicles require conditional autonomous driving in which autonomous and manual driving are alternately performed; whether the driver can resume manual driving within a limited time should be examined. This study investigates whether the demographics and subjective driving tendencies of drivers affect the take-over performance. We measured and analyzed the reengagement and stabilization time after a take-over request from the autonomous driving system to manual driving using a vehicle simulator that supports the driver's take-over mechanism. We discovered that the driver's reengagement and stabilization time correlated with the speeding and wild driving tendency as well as driving workload questionnaires. To verify the efficiency of subjective questionnaire information, we tested whether the driver with slow or fast reengagement and stabilization time can be detected based on machine learning techniques and obtained results. We expect to apply these results to training programs for autonomous vehicles' users and personalized human-vehicle interfaces for future autonomous vehicles.

운전 과제 동안 노인의 브레이크 반응시간의 특성 (Characteristics of Brake Response Time During the Driving Performance in the Elderly)

  • 신화경;이호철
    • The Journal of Korean Physical Therapy
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    • 제21권3호
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    • pp.81-86
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    • 2009
  • Purpose: This study compared the characteristics of the brake response time during the driving task between elderly and younger drivers. Methods: The participants consisted of an elderly group (n=12) and a younger group (n=12). The brake response time (BRT), which consisted of the reaction time (RT) and movement time (MT), was assessed in an actual driving car. The BRT was measured at the initiation and termination of the brake response for the driving task Results: The elderly group showed a significantly longer delay in the initiation and termination of the brake response than the younger group. The BRT correlated significantly with both the RT and MT. However, the RT showed a more significant correlation. Conclusion: A delay in the initiation and termination of the brake response may have clinical implications. A further study will be needed to determine the different factors contributing to the driving performance of elderly drivers.

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데이터마이닝을 이용한 운행패턴 분석방법에 대한 연구 (An Application of Data Mining Techniques in the Driving Pattern Analysis)

  • 김현숙;최종우;김대우;박호성;노성기;박정희
    • 한국ITS학회 논문지
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    • 제8권6호
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    • pp.1-12
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    • 2009
  • 근래에는 경제운전에 대한 중요성이 점차 부각되고 있어 운전자의 운전 행태나 성향을 자동으로 분석한 후 경제운전을 위한 방법을 운전자에게 알려줄 수 있는 연구가 필요하다. 본 논문에서는 이를 위해 차량에 대한 운행일시, 운행거리, 운행시간, 주행속도, 공회전시간, 급가속/급감속 횟수, 연료소모량 등의 운행정보를 수집하였고, 데이터마이닝을 이용하여 운전자의 운행패턴이 경제운전에 어떤 영향을 미칠 수 있는지 분석하였다. 본 연구 결과는 주행 중 운전자에게 지속적으로 공회전과 과속 정보, 급가속/급감속 횟수를 차량 단말에 표현하여 제공하고, 공회전과 과속 비율이 일정 임계치를 초과할 경우 경고 정보를 제공함으로써 경제운전에 악영향을 미칠 수 있는 운전 습관을 미리 예방할 수 있는 방안에 활용할 수 있다.

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자율주행시대에 통근시간 만족도에 영향을 미치는 요인분석 (Analysis of Factors Affecting Satisfaction with Commuting Time in the Era of Autonomous Driving)

  • 장재민;천승훈;이숭봉
    • 한국ITS학회 논문지
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    • 제20권5호
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    • pp.172-185
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    • 2021
  • 자율주행시대가 우리 삶에 다가오면서 삶의 변화에 많은 영향을 미칠 것으로 예상된다. 자율주행자동차가 등장하면 운전자의 부담을 줄임으로 차내에서 생산적 가치가 확장되는 만큼 이를 평가할 수 있는 지표개발이 필요하다. 이번 연구는 경기도 직장인 중 승용차를 이용하는 통근자를 대상으로 자율주행 자동차가 통근시간 및 통근시간 만족도에 어떠한 영향을 미치는지 분석하였다. 통근시간 및 통근시간 만족도는 비선형 관계(V)가 도출되었다. 여기서, 자율주행시대에 영향받을 가능성이 높은 비선형 구간인 통근시간 70분 이상영역을 중심으로 이항로지스틱 모형을 통해 분석하였다. 분석결과 자율주행시대의 영향변수로는 건강도, 수면시간, 근무시간, 여가시간 등이 도출되었다. 자율주행자동차의 등장은 이러한 변수를 개선시킬 가능성이 높으므로 장거리 통근자의 통근시간 만족도는 개선될 가능성이 높다.

적응순항제어시스템의 운전자 행동적응 (Behavioral Adaptation to an Adaptive Cruise Control System)

  • 이운성;김영석
    • 한국자동차공학회논문집
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    • 제14권6호
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    • pp.82-88
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    • 2006
  • The study investigated how an adaptive cruise control system induced behavioral adaptation in drivers using a full-scale driving simulator. Forty drivers with different driving styles participated in the study to compare headway-time, vehicle lateral position variation, and head and eye movement when driving with and without the adaptive cruise control system. Results showed that system induced positive behavioral adaptation by drawing consistency in driving speed and headway-time regardless of the driving styles. However, the results also showed that the drivers' reliance on the system induced negative adaptation including reduced lane keeping ability and reduced attention during driving. As a strategy to prevent negative adaptation, the study proposed information service to drivers with the adaptive cruise control system status and driving environment, and investigated effectiveness of the service. Twelve drivers participated in the experiment to compare headway-time, vehicle lateral position variation and subjective ratings when driving with and without the information service. Results showed that the information service assisted the drivers to maintain safer and more comfortable headway-time without impairing drivers' steering ability.