• 제목/요약/키워드: Car crash

검색결과 203건 처리시간 0.027초

Hadoop을 이용한 스마트 자동차 서비스용 빅 데이터 솔루션 개발 (Addressing Big Data solution enabled Connected Vehicle services using Hadoop)

  • 라이오넬;장종욱
    • 한국정보통신학회논문지
    • /
    • 제19권3호
    • /
    • pp.607-612
    • /
    • 2015
  • 자동차 진단 데이터의 양이 증가함에 따라 자동차 에코시스템의 액터는 스마트 자동차에서 수집된 데이터에 따라 새로운 서비스를 시뮬레이션 하거나 설계하기 위하여 실시간으로 분석을 해야 하는 어려움에 직면하게 된다. 본 논문에서는 자동차에서 생성된 막대한 양의 자동차 내장 진단 데이터를 처리하고 분석하는데 필수적이고 심오한 해석학을 제시하는 빅 데이터 솔루션에 관한 연구를 하였다. Hadoop 및 그 에코시스템은 자동차 소유자에 대한 새로운 서비스 제공을 위해 자동차 에코시스템의 액터에 의해 사용될 수 있는 막대한 데이터 및 전달된 유용한 결과를 처리하기 위해 개발된 것이다. 지능형 교통시스템이 안전성 보장, 속도로 인한 사고로 입는 상해 및 충돌의 비율 감소 등에 관여함에 따라, 자동차 진단 데이터 기반의 빅 데이터 솔루션 개발을 통해 향후 실시간 결과 감시, 여러 스마트 자동차에서의 데이터 수집, 수집된 데이터에 대한 신뢰성 있는 처리 및 용이한 저장을 실현화하게 된다.

합성곱 신경망 기반 환경잡음에 강인한 교통 소음 분류 모델 (Convolutional neural network based traffic sound classification robust to environmental noise)

  • 이재준;김완수;이교구
    • 한국음향학회지
    • /
    • 제37권6호
    • /
    • pp.469-474
    • /
    • 2018
  • 도시 유동인구가 증가함에 따라 도시 환경 소음에 관한 연구의 중요성이 증가하고 있다. 본 연구에서는 교통상황에서 발생하는 이상 소음을 최근 환경 소음 분류 연구에서 높은 성능을 보이는 딥러닝 알고리즘을 이용하여 분류한다. 구체적으로는 타이어 제동 마찰음, 자동차 충돌음, 자동차 경적음, 정상 소음 네 개의 클래스에 대하여 합성곱 신경망을 이용하여 분류한다. 또한, 실제 교통 상황에서의 환경잡음에 강인한 분류 성능을 갖기 위해 빗소리, 바람 소리, 군중 소리의 세 가지 환경잡음을 설정하였고 이를 활용하여 분류 모델을 설계하였으며 3 dB SNR(Signal to Noise Ratio) 조건에서 88 % 이상의 분류 성능을 가진다. 제시한 교통 소음에 대하여 기존 선행연구 대비 높은 분류 성능을 보이고, 빗소리, 바람 소리, 군중 소리의 세 가지 환경잡음에 강인한 교통 소음 분류 모델을 제안한다.

단일 한의원 교통사고 환자 258례에 대한 한방치료 효과 후향적 연구 (Single-Center Retrospective Study on the Status of Korean Medicine Automobile Insurance Treatment and Usage of Main Pharmacopuncture)

  • 황지혜;정철
    • 동의생리병리학회지
    • /
    • 제33권3호
    • /
    • pp.181-190
    • /
    • 2019
  • In South Korea, traffic accident patients can be treated under automobile insurance coverage. This study investigated the status of Korean medicine (KM) Automobile insurance system and usage status of main pharmacopuncture in KM clinic which reported that the largest number of automobile insurance fee claims among medical institutions. We surveyed 258 traffic accident patients who were treated at Namsangcheon KM clinic from 2014 to 2018 according to medical chart. The majority of the patients were male and thirties. In traffic accident situation, the highest distribution was car to car crash with 85.66% and 66.67% of the patients visited in the most acute phase. The most frequent treatment period was within 4 weeks and the number of treatments was 10 or less with 72.87%. In total results of treatment, the distribution was exellent with 10.08%, good with 46.90%, fair with 27.13% and poor with 15.89%, and the effective rate was 84.11%. The most frequent treatment period was within 4 weeks with 64.73% and the number of treatments was 10 or less with 72.87%. Of the 242 patients who received pharmacopunture, 91.5% were treated with HO, which was named after Honghwaja and TA, which was named after traffic accidents, and there were significant differences in the number of treatments and symptom improvement between the two groups. In this study, we confirmed the status of automobile insurance treatment and usage of main pharmacopuncture of single KM clinic with symptom improvement. This study can be regarded as one of the basis of KM treatment for the rapidly growing automobile insurance market.

USN-기반 이동식 기준장비의 ITS 장비 성능평가 적합성에 관한 연구 (A Study on Suitability of the USN-Based Portable Reference Equipment for ITS Systems Performance Evaluation)

  • 이상협;마창영
    • 대한토목학회논문집
    • /
    • 제31권6D호
    • /
    • pp.765-769
    • /
    • 2011
  • 기존의 이동식 기준장비는 갓길의 폭이 1.5m 이하인 도로 구간에는 설치가 어려우며 장비가 크고 무거워서 차량과의 충돌 시 피해가 클 수 있으며 한 번에 다차로 검지가 불가능하다. 본 연구에서는 이러한 문제점을 노정하고 있는 기존의 이동식 기준장비의 단점을 극복하기 위하여 연구 개발된 USN-기반 이동식 기준장비의 특징을 기술하고 그 성능수준을 현장 적용을 통하여 평가하였다. 그 결과 본 연구에서 개발된 장비는 기존의 이동식 기준장비가 가지고 있는 운영상의 단점을 극복할 뿐 아니라 기준장비가 가져야 할 성능수준을 만족하는 것으로 나타났다.

여성 승객을 고려한 동승자석 안전벨트의 설계 최적화 (The Optimization of Passenger Seat Belt Design for Female Passenger)

  • 김윤배;김형준;한재녕;김형일;채수원
    • 한국자동차공학회논문집
    • /
    • 제20권4호
    • /
    • pp.10-15
    • /
    • 2012
  • The design of automobile occupant seat belt system has been studied by using MADYMO. Based on the FMVSS 208 (Federal Motor Vehicle Safety Standards 208) and the USNCAP (United States New Car Assessment Program) regulations, seat belt design parameters were chosen for the design improvement to the 5th percentile female dummy: limit force of load limiter, time to fire of shoulder belt, inlet length of shoulder belt, inlet length of lap belt. The design of experiment method was employed to optimize the design parameters of passenger seat belt. Range of injury probability due to the change of H-point position was estimated by the simulation.

VANET에서 QoS Provisioning모델의 구현 (Implementation of QoS Provisioning Model in VANET)

  • 허지완;송왕철
    • 한국콘텐츠학회:학술대회논문집
    • /
    • 한국콘텐츠학회 2009년도 춘계 종합학술대회 논문집
    • /
    • pp.884-888
    • /
    • 2009
  • Vehicular Adhoc Networks(VANET)은 차량과 노변장치 또는 차량간 통신 기술로 MANET의 보다 구체적인 활용 분야이면서 MANET의 Quality of Service(QoS) 기술이 Video on Demand(VoD), Video streaming, Voice over IP(VoIP) 등 멀티미디어 데이터의 품질을 위하여 연구되고 있다면, VANET에서는 사고나 기타 예상될 수 있는 응급한 상황에 대하여, 즉시 주변 차량에 전달하여 사고를 미연에 방지하는 등의 부분에 초점이 맞추어져있다. 본 논문에서는 Link State Routing(LSR)을 이용하여 실제 네트워크를 구성하고, Common Open Policy Service(COPS)를 이용한 QoS Provisioning 모델을 구현하였다. 그리고 VANET의 특성에 맞는 보다 효율적인 k-hop Cluster, inter-domain policy negotiation에 대하여 제안한다.

  • PDF

Implementation of Timing Synchronization in Vehicle Communication System

  • Lee, Sang-Yub;Lee, Chul-Dong;Kwak, Jae-Min
    • Journal of information and communication convergence engineering
    • /
    • 제8권3호
    • /
    • pp.289-294
    • /
    • 2010
  • In the vehicle communication system, transferred information is needed to be detected as possible as fast in order to inform car status located in front and rear side. Through the moving vehicle information, we can avoid the crash caused by sudden break of front one or acquire to real time traffic data to check the detour road. To be connecting the wireless communication between the vehicles, fast timing synchronization can be a key factor. Finding out the sync point fast is able to have more marginal time to compensate the distorted signals caused by channel variance. Thus, we introduce the combination method which helps find out the start of frame quickly. It is executed by auto-correlation and cross-correlation simultaneously using only short preambles. With taking the absolute value at the implemented synch block output, the proposed method shows much better system performance to us.

Van 형 차량의 보행자 충돌 사고 해석 모델 (Analytical Model in Pedestrian Accident by Van Type Vehicle)

  • 안승모;강대민
    • 한국기계가공학회지
    • /
    • 제7권4호
    • /
    • pp.115-120
    • /
    • 2008
  • The fatalities of pedestrian accounted for about 40.0% of all fatalities in Korea (2005 year). In pedestrian involved accident, the most important data to inspect accident is throw distance of pedestrian. The throw distance of pedestrian can be influenced by many variables, such as vehicular frontal shape, vehicular impact speed, the offset of impact point, the height of pedestrian, and road condition. The trajectory of pedestrian after collision can be influenced by vehicular frontal shape classified into sedan type, box type, SUV type and van type. Many studies have been done about pedestrian accident with passenger car model and bus model for simple factors. But the study of pedestrian accident by van type vehicle was much insufficient, and even that the influence of multiple factors such as the offset of impact point was neglected. In this paper, a series of pedestrian kinetic simulation were conducted to inspect relationship between throw distance and multiple factors with using PC-CRASH s/w, a kinetic analysis program for a traffic accident for van type. By based on the simulation results, multi-variate regression was conducted, and regression equation was presented.

  • PDF

전문가와 일반인의 급제동 특성 및 바퀴 잠김 속도 비교 (Comparison of Rapid Braking Characteristics between an Expert Driver and a General Person)

  • 김기남;이지훈;김민석;유완석
    • 한국자동차공학회논문집
    • /
    • 제17권1호
    • /
    • pp.12-18
    • /
    • 2009
  • Skid mark and coefficient of friction are usually utilized to calculate the velocity and behavior of vehicles. For a critical case such as traffic accident reconstruction, however, the initial velocity of the car should be calculated precisely. In this study, in order to estimate the speed at the brake onset, rapid braking tests were executed on the proving ground. We compared with a skid length and wheel locking time of an expert driver and a general person. We verified that the skid mark of expert driver occurs longer than general person's. A new method is proposed to determine the speed of a vehicle at the brake onset of maximum braking, which could be applied to a reconstruction of vehicle with Non-ABS.

고강도 강판 ULSAB-AVC 모델과 일반강판 모델의 충돌성능 비교 평가 (Comparative Crashworthiness Assessment of the ULSAB-AVC Model with Advance High Strength Steel and with Low Strength Steel)

  • 윤종헌;허훈;김세호;김홍기;박성호
    • 한국자동차공학회논문집
    • /
    • 제14권3호
    • /
    • pp.22-27
    • /
    • 2006
  • As the regulation and assessment program for safety of passengers become stringent, automakers are required to develop lighter and safer vehicles. In order to fulfill both requirements which conflict with each other, automobile and steel companies have proposed the application of AHSS(Advance High Strength Steel) such as DP, TRIP and martensite steel. ULSAB-AVC model is one of the most remarkable reactions to offer solutions with the use of steel for the challenge to improve simultaneously the fuel efficiency, passenger safety, vehicle performance and affordability. This paper is concerned with the crash analysis of ULSAB-AVC model according to the US-SINCAP in order to compare the effectiveness between the model with AHSS and that with conventional steels. The crashworthiness is investigated by comparing the deformed shape of the cabin room, the energy absorption characteristics and the intrusion velocity of a car.