• Title/Summary/Keyword: Driver convenience system

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Driver Drowsiness Detection Algorithm based on Facial Features (얼굴 특징점 기반의 졸음운전 감지 알고리즘)

  • Oh, Meeyeon;Jeong, Yoosoo;Park, Kil-Houm
    • Journal of Korea Multimedia Society
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    • v.19 no.11
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    • pp.1852-1861
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    • 2016
  • Drowsy driving is a significant factor in traffic accidents, so driver drowsiness detection system based on computer vision for convenience and safety has been actively studied. However, it is difficult to accurately detect the driver drowsiness in complex background and environmental change. In this paper, it proposed the driver drowsiness detection algorithm to determine whether the driver is drowsy through the measurement standard of a yawn, eyes drowsy status, and nod based on facial features. The proposed algorithm detect the driver drowsiness in the complex background, and it is robust to changes in the environment. The algorithm can be applied in real time because of the processing speed faster. Throughout the experiment, we confirmed that the algorithm reliably detected driver drowsiness. The processing speed of the proposed algorithm is about 0.084ms. Also, the proposed algorithm can achieve an average detection rate of 98.48% and 97.37% for a yawn, drowsy eyes, and nod in the daytime and nighttime.

Night-to-Day Road Image Translation with Generative Adversarial Network for Driver Safety Enhancement (운전자 안정성 향상을 위한 Generative Adversarial Network 기반의 야간 도로 영상 변환 시스템)

  • Ahn, Namhyun;Kang, Suk-Ju
    • Journal of Broadcast Engineering
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    • v.23 no.6
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    • pp.760-767
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    • 2018
  • Advanced driver assistance system(ADAS) is a major technique in the intelligent vehicle field. The techniques for ADAS can be separated in two classes, i.e., methods that directly control the movement of vehicle and that indirectly provide convenience to driver. In this paper, we propose a novel system that gives a visual assistance to driver by translating a night road image to a day road image. We use the black box images capturing the front road view of vehicle as inputs. The black box images are cropped into three parts and simultaneously translated into day images by the proposed image translation module. Then, the translated images are recollected to original size. The experimental result shows that the proposed method generates realistic images and outperforms the conventional algorithms.

Implementation of Smart car using Fuzzy Rules

  • Bae, Cheol-Soo;Kim, Hyon-Yul;Lee, Seung-Kyoo;Kim, Tae-Woo;Kang, Yong-Seok;Hwang, Sun-Ki
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.5 no.2
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    • pp.81-88
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    • 2012
  • Future vehicle must be both driver-friendly and able to adapt to changes in the road's conditions. The system is needed to adapt to both the driver and the circumstance for maximum convenience and safety. In order to solve these problems, this paper proposes an algorithm for developing smart vehicles. In this paper, it is simulated to compare the performance of a normal car with that of the algorithm-implemented vehicle in a potential accident. Through the computer simulation, it proved that the algorithm-implemented vehicle automatically adjusted the mirrors and seat for the maximum comfort and driver's awareness of the circumstance.

A Development of Clutch-by-Wire System for Automotive (Clutch-by-Wire 시스템 개발 연구)

  • 나완용
    • Transactions of the Korean Society of Automotive Engineers
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    • v.11 no.3
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    • pp.204-208
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    • 2003
  • This study presents a clutch-by-wire system for automotive which can be utilized on a vehicle with a manual transmission real time while the vehicle is in motion. The system consists of air valve, spring, oil pressure control valve, oil pressure cylinder, switch, etc. In this study, commercial vehicle was studied on improvement of no clutch pedal system. Therefore the results obtained effective driveability, gear shiftability, convenience for driver.

A Study on Parking Guideline Generation Algorithm (주차 가이드라인 생성 알고리즘에 대한 연구)

  • Heo, Jun-Ho;Lee, Seon-Bong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.5
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    • pp.3060-3070
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    • 2015
  • Recently, novice driver or weak drivers was difficult to understand the movement characteristics of the car and are immature sense of width and length of the car according to various each driver's sex and age, model. To complement this problem, the use of rear sensor and the camera is increased. And the parking assistance system that improves the convenience of parking the driver is being developed. Accordingly, parking guide system is needed to reflect the difference in the steering angle and correct the error distance. In this study, it is proposed that the turning radius during backward by complementing the existing Ackerman Jentaud type. And it develops more accurate parking guideline to be able to generat algorithm by applying the formula to propose a steering wheel angle sensor value derived through the handle.

A Study on the Modeling of Transient Response in Automated Manual Transmission for Hybrid Trucks

  • Park, Kyung-Min;Ko, Young-Jin
    • Journal of Power System Engineering
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    • v.17 no.5
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    • pp.128-137
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    • 2013
  • Modern transmission technologies such as automated manual transmission(AMT) and dual clutch transmission(DCT) are interested to all manufactures due to their fuel efficiency and driver's convenience, especially in a hybrid system. AMT has advantages in that they have a high efficiency of manual transmissions(MT) and offer operation convenience similar to automatic transmissions(AT), but it has some disadvantages in that they have torque gap during gear shift and shift time. To reduce disadvantages, it is necessary to evaluate errors and characteristics as a developing simulation model before experimental verification. The purpose of this study is to develop virtual components and simulate the transient response of AMT. A dynamic AMT model and a control logic for an integrated vehicle model have been developed using Matlab/Simulink as a simulation platform. In this paper, the clutch model to describe the stick-slip transition mode and the transmission model to describe the neutral gear shifting is introduced and compared with each other.

Ergonomic Evaluation of Convenient Appliances for Elderly Driver's Ingress/Egress (고령자 승/하강 편의장치에 대한 효과 검증 및 개선방향 연구)

  • Park, Woo-Chul;Yang, Young-Seon;Jang, Chee-Hwan;An, Dae-Jin;Lim, Sung-Hyun
    • Journal of the Ergonomics Society of Korea
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    • v.29 no.1
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    • pp.61-66
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    • 2010
  • The objective of this paper is to study the usability of the ingress/egress of elderly people, and analyze the physiological workload electromyography (EMG). We investigated the factors of discomfort while the elderly people are using the ingress/egress. Experiments were performed using a seating buck with 22 elderly participants (over 65 years old). The results showed that different muscles are activated during ingress and egress. A system called "easy access" was found which helps to access easily when a driver gets into a car. The current easy access was compared a newly proposed one. It was found that elderly people use less muscle during in/egress in the new easy access system.

A Study on the Accident Reconstruction Simulation about AEBS of ADAS Vehicle using Prescan (Prescan을 활용한 ADAS 차량의 AEBS에 대한 사고 재현 시뮬레이션 연구)

  • Jonghyuk Kim;Jaehyeong Lee;Songhui Kim;Jihun Choi;Woojeong Jeon
    • Journal of Auto-vehicle Safety Association
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    • v.15 no.4
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    • pp.23-31
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    • 2023
  • In recent years, the technology for autonomous driving has been advancing rapidly, ADAS (Advanced Driver Assistance System) functions, which improve driver convenience and safety performance, are mostly equipped in recently released vehicles and range from level 0 to level 2 in autonomous driving technology. Among the various functions of ADAS, AEBS (Autonomous Emergency Braking System), which analyzes traffic accidents, is the most closely related to the vehicle's braking. This study developed a simulation technique for reproducing accidents related to AEBS based on real vehicle experimental data, and it was applied to the analysis of actual ADAS vehicle accidents to identify the causes of accidents.

A proxy driving system supporting user convenience and system efficiency (사용자 편의성과 시스템 효율성을 지원하는 대리운전 시스템)

  • Koh, Jeong-Gook
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.16 no.8
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    • pp.1725-1733
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    • 2012
  • This paper describes the design and implementation of a 3-tiered proxy driving system utilizing smartphones. This system provides customers with a convenient request facility, and enables proxy drivers to provide a prompt service based on customer's location information. Implemented system supports two methods such as the existing phone-call and the online requesting method using smartphones. Performance analysis shows that the higher the ratio of online requests, the greater the effect of decreasing of phone jockey's workloads and the reduction of request processing time through the automation of receipt and processing. From a proxy driver company's standpoint, this system minimizes the increase of phone jockeys, and improves customer satisfaction through good service quality. This system also helps the company reduce the cost and increase the market share.

Development of an Intelligent Cruise Control using Path Planning based on a Geographic Information System (지리정보시스템 기반 경로계획을 이용한 지능형순항제어시스템 개발)

  • Lim, Kyung-Il;Oh, Jae-Saek;Lee, Je-Uk;Kim, Jung-Ha
    • Journal of Institute of Control, Robotics and Systems
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    • v.21 no.3
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    • pp.217-223
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    • 2015
  • Autonomous driving is no longer atechnology of the future since the development of autonomous vehicles has now been realized, and many technologies have already been developed for the convenience of drivers. For example, autonomous vehicles are one of the most important drive assistant systems. Among these many drive assistant systems, Cruise Control Systems are now a typical technology. This system constantly maintains a vehicle's speed and distance from a vehicle in front by using Radar or LiDAR sensors in real time. Cruise Control Systems do not only serve their original role, but also fulfill another role as a 'Driving Safety' measure as they can detect a situation that a driver did not predict and can intervene by assuming a vehicle's longitude control. However, these systems have the limitation of only focusing on driver safety. Therefore, in this paper, an Intelligent Cruise Control System that utilizes the path planning method and GIS is proposed to overcome some existing limitations.