Detecting lane change maneuvers using SHRP2 naturalistic driving data: A comparative study machine learning techniques

A Das, MN Khan, MM Ahmed - Accident Analysis & Prevention, 2020 - Elsevier
Lane change has been recognized as a challenging driving maneuver and a significant
component of traffic safety research. Developing a real-time continuous lane change …

[图书][B] Methods for analysis of naturalistic driving data in driver behavior research

J Bärgman - 2016 - search.proquest.com
In the last several years, the focus of traffic safety research—especially when performed in
association with the automotive industry—has shifted from preventing injury during a crash …

[HTML][HTML] Using naturalistic and driving simulator data to model driver responses to unintentional lane departures

M Svärd, G Markkula, ML Aust, J Bärgman - Transportation research part F …, 2024 - Elsevier
Unintentional lane departures on straight roads cause many road fatalities each year. The
objective of this study was to explore and model drivers' recovery steering maneuvers in …

[HTML][HTML] Model of encroachment into opposite lanes in horizontal curves of rural roads

SA Ghalehni, AM Boroujerdian - IATSS research, 2023 - Elsevier
Horizontal curves of rural roads are accident-prone segments of the route. Sharp curves,
steep slopes, and reduced visibility due to the mountainous environment greatly affect the …

Semi-Automated Microscopic Traffic Flow Simulation Development Using Smart City Data

Q Lei - 2021 - uwspace.uwaterloo.ca
Microscopic traffic simulation models have been widely used by transportation planners and
engineers for conducting various road network planning and traffic engineering tasks. Due …

Exploring naturalistic driving data for distracted driving measures

SS Ishak, OA Osman, J Codjoe, S Jenkins… - 2017 - rosap.ntl.bts.gov
The SHRP 2 NDS project was the largest naturalistic driving study ever conducted. The data
obtained from the study was released to the research community in 2014 through the …

Predicting the distribution of vehicle travel paths along horizontal curves

SR Geedipally, MP Pratt - Journal of Transportation Engineering …, 2017 - ascelibrary.org
Horizontal curves tend to be associated with a disproportionate number of severe crashes.
Roadway departure crashes are the most frequent crash types on horizontal curves and are …

Investigation of driver performance in different horizontal and vertical curve combinations using SHRP2 naturalistic driving data.

R Srinivasan, D Carter, B Lan… - … in transportation studies, 2018 - search.ebscohost.com
The goal of this study was to examine driver performance under different combinations of
horizontal and vertical alignment in rural two-lane roads. The SHRP2 roadway information …

Identifying curve reaction point using NDS data

S Hallmark, N Oneyear, B Wang… - 2015 IEEE 18th …, 2015 - ieeexplore.ieee.org
The object of this research was to use naturalistic driving study data (NDS) to determine
where drivers begin reacting to the presence of a curve. Understanding where drivers begin …

Vehicle's lateral placement on horizontal curves: a literature review

A Boruah, AK Maurya - Transportation research procedia, 2020 - Elsevier
The placement of vehicle within a curve is a crucial factor with regards to safety as it
influences its frictional requirement. The lateral placement of vehicle can be defined as the …