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메타분석기반 자동비상제동장치 사고방지 효과 연구open accessA study on the accident prevention effect of autonomous emeigency braking system via meta-analysis

Other Titles
A study on the accident prevention effect of autonomous emeigency braking system via meta-analysis
Authors
이재상이재원김태원
Issue Date
Oct-2019
Publisher
Korean Society of Automotive Engineers
Keywords
ADAS; AEB; IVW; Meta-analysis; WLS
Citation
Transactions of the Korean Society of Automotive Engineers, v.27, no.10, pp 811 - 818
Pages
8
Indexed
SCOPUS
KCI
Journal Title
Transactions of the Korean Society of Automotive Engineers
Volume
27
Number
10
Start Page
811
End Page
818
URI
https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/2129
DOI
10.7467/KSAE.2019.27.10.811
ISSN
1225-6382
2234-0149
Abstract
For the road safety of passengers and vulnerable road users, the advanced driver-assistance systems(ADAS) were recently introduced in vehicles. Among the ADAS, AEB is known as the best safety device for preventing traffic accidents. However, it is difficult to find a study that analyzes its effects by using the accident statistics of a country. The effectiveness of AEB on actual roads is the basic data for improving the performance of AEB and calculating the vehicle insurance premium. This paper presents the collision avoidance effect of AEB by means of a meta-analysis method. Meta-analysis is a statistical method used for deriving a comprehensive conclusion based on several studies. In order to estimate the effectiveness of AEB by applying the meta-analysis method, the accident data from Korean auto insurance companies are used. As a result, among the same model vehicles, the accident rate of a vehicle with an AEB was approximately 10 % to 17 % smaller than that of a vehicle without an AEB. The purpose of this study is to verify the effectiveness of AEB's actual accident prevention for domestic vehicles lacking in statistical verification studies.
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