• Title/Summary/Keyword: Driving Information System

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Machine-Learning based Smart Seat for Correction of Driver's Posture while Driving (기계학습 기반의 주행중 운전자 자세교정을 위한 지능형 시트)

  • Park, Heum;Lee, Changbum
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.13 no.4
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    • pp.81-90
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    • 2017
  • This paper presents a smart seat for correction of driver posture while driving. We introduce good postures with seat height, seat angle, head height, back of knees, distances of foot pedals, tilt of seat, etc. There have been some studies on correction of good posture while driving, effects of driving environment on driver's posture, sitting strategies based on seating pressure distribution, estimation of driver's standard postures, and others. However, there are a few studies on guide of good postures while driving for problem of driver's posture using machine leaning. Therefore, we suggest a smart seat for correction of driver's posture based on machine leaning, 1) developed the system to get postures by 10 piezoelectric effect element, 2) collect piezoelectric values from 37 drivers and 28 types of cars, 3) suggest 4 types of good postures while driving, 4) analyze test postures by kNN. As the results, we can guide good postures for bad or problems of postures while driving.

Implementation of A Vibration Notification System to Support Driving for Drivers with Cognitive Delay Impairment

  • Gyu-Seok Lee;Tae-Sung Kim;Myeong-Chul Park
    • Journal of the Korea Society of Computer and Information
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    • v.29 no.4
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    • pp.115-123
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    • 2024
  • In this paper, we propose a vibration notification system that combines navigation information and wearable bands to ensure safe driving for the transportation vulnerable. This system transmits navigation driving information to a linked application, converts it into a vibration signal, and provides notifications through a wearable band. Existing navigation systems focus on providing route guidance and location information, so the driver's concentration is dispersed, and safety and convenience are deteriorated, especially for those with mobility impairments, due to standard vision and delayed recognition of stimuli, resulting in an increasingly high traffic accident rate. To solve this problem, navigation driving information is converted into vibration signals through a linked application, and vibration notifications for events, left turns, right turns, and speeding are provided through a wearable band to ensure driver safety and convenience. In the future, we will use cameras and vehicle sensors to increase awareness of safety inside and outside the vehicle by adding a function that provides notifications with vibration and LED when the vehicle approaches or recognizes an object, and we will continue to conduct research to build a safer driving environment. plan.

Development of the VR Simulation System for the Dynamic Characteristics of the Adaptive Cruise Controlled Vehicle (ACC 차량의 동특성 해석을 위한 VR 시뮬레이션 시스템 개발)

  • Kwon, Seong-Jin;Jang, Suk;Yoon, Kyoung-Han;Suh, Myung-Won
    • Transactions of the Korean Society of Automotive Engineers
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    • v.12 no.4
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    • pp.163-172
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    • 2004
  • Nowadays, to analyze the dynamic characteristics of the automotive driving system, the computer simulation linked up with VR(Virtual Reality) technology is treated as the useful method with the improvement of computing ability. In this paper, the VR simulation system has been developed to investigate the driving characteristics of the ASV(Advanced Safety Vehicle) equipped with an ACC(Adaptive Cruise Control) system. For the purpose, VR environment which generates 3D graphic and sound information of the vehicle, the road, the facilities, and the terrain has been organized for the driving reality. Mathematical models of vehicle dynamic analysis including the ACC model have been constructed for computer simulation. The ACC modulates the throttle and brake functions to regulate the vehicle speed so that vehicles could keep proper spacing. Also, the real-time simulation algorithm synchronizes vehicle dynamic simulation with the graphic rendering. With the developed VR simulation system, simple scenarios are applied to analyze the dynamic characteristics. It is shown that the VR simulation system could be useful to evaluate the adaptive cruise controlled vehicle on various driving conditions.

Design of Deadbeat Controller for DC Motor Driving a Rotational Mechanical System (회전기계 계통을 가동시키는 직류전동기를 위한 데드비트제어기 설계)

  • 이흥재;송자윤
    • Journal of Korea Society of Industrial Information Systems
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    • v.5 no.1
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    • pp.31-36
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    • 2000
  • This paper presents a design method of deadbeat controller for DC motor driving a rotational system with gear. The deadbeat-response design developed for control system of a sampled continuous-data process does not guarantee zero intersampling ripples, but the proposed deadbeat control system that consists of the integral controller and the full-order state observer, and zero-order hold using in continuous systems, has many advantages such as an output response without the ripples and reaching the steady state without error after a given sampling period and faster settling time than the optimal control system in the same sampling period. The results of a case study through matlab simulation are shown that the efficiency of the proposed controller for DC motor driving a rotational system with gear is verified by comparing with optimal controller etc.

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Searching a Navigation Path to Avoid Danger Area for Safe Driving (안전운전을 위해 위험지역을 회피하는 내비게이션 경로탐색)

  • Lee, Yong-Hu;Kim, Sang-Woon
    • Journal of the Institute of Electronics and Information Engineers
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    • v.50 no.8
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    • pp.171-179
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    • 2013
  • The primary function of navigation system is to provide route search and road guidance for safe driving for drivers. However, the existing route search system provides a simple service that looks up the shortest route using a safe driving DB without considering different road characteristics for the safety of the drivers. In order to maintain the safe driving, rather than searching the shortest path, a navigation system, in which the danger areas and/or the dangerous time zones have been considered, is required. Therefore, in this paper we propose a strategy of searching a navigation path to avoid danger areas for safe driving by using the A* algorithm. In the strategy, when evaluating the path-specific fitness of the navigation nodes, different heuristic weights were assigned to different types of risk areas. In particular, we considered three kinds of danger areas, such as accident-prone sections where accidents occur frequently, school zones, and intersection regions, as well as the time slots when the probability of danger is high. From computer simulation, the results demonstrate that the proposed scheme can provide the way to avoid danger areas on the route searching and confirm the possibility of providing the actual service.

Nationwide Comparison of Postal Motorcyclists' Driving Behavior and their Workloads using V-World Platform (브이월드를 활용한 집배 이륜차 운전자들의 운전 행동과 업무 부하의 비교 분석)

  • Jo, Jung Hee;Jang, In Sung;Kim, Hyun Suk
    • Journal of Korean Society for Geospatial Information Science
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    • v.25 no.2
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    • pp.39-47
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    • 2017
  • Although motorcycle safety studies to date have identified the causes of motorcycle accidents in general, very few have investigated postal motorcycle accidents by studying the delivery postmen's specific work environment. To better understand postal motorcyclists' driving behavior associated with their delivery workload, we developed a system using V-World platform which visualizes driving behavior in real time along the driver's delivery route throughout an entire work day. We conducted a field test to examine the feasibility of our system by involving six delivery postmen currently working in Songpa, Seocheongju, and Gangseo, respectively. To show the potential of our system for nationwide comparison of postal motorcyclists' driving behavior and their workloads, we present several sample analyses using the collected field data. Although ideally, postmen's workloads should be standardized nationwide, we found large variation depending on regional characteristics of work area which affects postmen's driving behavior.

Buck converter with new driving circuit in TV poer system (TV 전원장치에서 새로운 구동 회로에 의한 buck converter)

  • 정진국
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.33B no.3
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    • pp.56-61
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    • 1996
  • In this paper, new buck converter of a TV power system is presented. First, we devised a revised driving circuit for an emitter-coupled type buck converter, by which it is possible to reduce the material cost of transformers and voltage stress of power device. Secondly, we adopted a hybrid oscillation technique. When TV system is in off-stage, initial standby power which is necessary for remote controllable TV system is supplied by self-oscillating mode. Main power which is necessry in TV system bing on state is provided by an externally triggered oscillating mode. The switching frequency is synchronized to the oscillating frequency of horizontal deflection in TV, by which we can reduce picture noises and the size of power transformer. Thirdly, a simple error amplifier is inserted to the feed-back loop to keep the output voltage constant which means pulse width modulatio mode is added in driving part of power device. Finally, we showed by experiments that our proposed converter performs well enough to be close to the theoretically predicted values.

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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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    • v.45 no.1
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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.

Design and Implementation of Efficient Storage and Retrieval Technology of Traffic Big Data (교통 빅데이터의 효율적 저장 및 검색 기술의 설계와 구현)

  • Kim, Ki-su;Yi, Jae-Jin;Kim, Hong-Hoi;Jang, Yo-lim;Hahm, Yu-Kun
    • The Journal of Bigdata
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    • v.4 no.2
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    • pp.207-220
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    • 2019
  • Recent developments in information and communication technology has enabled the deployment of sensor based data to provide real-time services. In Korea, The Korea Transportation Safety Authority is collecting driving information of all commercial vehicles through a fitted digital tachograph (DTG). This information gathered using DTG can be utilized in various ways in the field of transportation. Notably in autonomous driving, the real-time analysis of this information can be used to prevent or respond to dangerous driving behavior. However, there is a limit to processing a large amount of data at a level suitable for real-time services using a traditional database system. In particular, due to a such technical problem, the processing of large quantity of traffic big data for real-time commercial vehicle operation information analysis has never been attempted in Korea. In order to solve this problem, this study optimized the new database server system and confirmed that a real-time service is possible. It is expected that the constructed database system will be used to secure base data needed to establish digital twin and autonomous driving environments.

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Identification of unfavorable clause and directionality through the analysis of legal system of autonomous driving vehiecle in Korea (국내 자율주행자동차 관련 법률 및 제도 분석과 한계점 도출 및 방향성 제안)

  • An, Myeonggu;Park, Yongsuk
    • Journal of Convergence for Information Technology
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    • v.9 no.1
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    • pp.38-44
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    • 2019
  • As 4th industrial revolution era has come, autonomous driving vehiecle gets its attention for commercialization and development and thus its impact on society. To this end, several countries such as US, England and Germany are preparing their own legal systems to come up with commercialization of autonomous driving vehiecle. In this country, Korea is also developing autonomous driving vehiecle and looking forward its commercialization yet the legal system of Korea lacks of laws, regulations, rules, guidelines and so on. Hence, it is our intention to look into Korean legal system providing the analysis of current Korean legal system in detail. This paper also provides further directions to have balance between commercialization success and risk management in this country and, as a result creates a small step toward 4th industrial revolution society.