Traffic Lane Change Detection using mobile phone sensors and geolocation

M Ghasemi, A Golroo, MJ Amani… - AUT Journal of Civil …, 2023 - ajce.aut.ac.ir
Driver behavior is a critical factor in traffic safety. Detecting abnormal driver behaviors
through appropriate indicators and enforcing driving regulations will reduce high-risk driving …

Real-time vehicle trajectory estimation based on lane change detection using smartphone sensors

Z Islam, M Abdel-Aty - Transportation research record, 2021 - journals.sagepub.com
As technology is moving rapidly toward automation and connectivity, it is of paramount
importance to predict vehicle trajectories ahead of time. This not only enhances safety but …

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 …

Detection of Frequent Lane-Change Behavior Using Smart Phone Inertial Sensor Data

Y Zhang, Z Xu, B Tian, S Li, Z Jiang - CICTP 2020, 2020 - ascelibrary.org
Frequent lane-change of vehicles can have a serious impact on traffic safety and traffic
congestion. In the era of the internet of vehicles, it is helpful to regulate driver's driving …

Lane change detection with smartphones: A steering wheel-based approach

S Panichpapiboon, P Leakkaw - IEEE Access, 2020 - ieeexplore.ieee.org
Lane change is a valuable piece of traffic information. An abnormally high number of lane
changes on a road section typically suggests that some lanes are blocked due to traffic …

Real-time lane change detection through steering wheel rotation

P Leakkaw, S Panichpapiboon - 2018 IEEE Vehicular …, 2018 - ieeexplore.ieee.org
Lane change is an important traffic information. An abnormally high number of lane changes
on a particular road section typically suggests that some lanes are blocked due to traffic …

Real-time transportation mode detection using smartphones and artificial neural networks: Performance comparisons between smartphones and conventional global …

YJ Byon, S Liang - Journal of Intelligent Transportation Systems, 2014 - Taylor & Francis
Traditionally, traffic monitoring requires data from traffic cameras, loop detectors, or probe
vehicles that are usually operated by dedicated employees. In efforts to reduce the capital …

Vehicle lane change prediction on highways using efficient environment representation and deep learning

R Izquierdo, Á Quintanar, J Lorenzo… - IEEE …, 2021 - ieeexplore.ieee.org
This paper introduces a novel method of lane-change and lane-keeping detection and
prediction of surrounding vehicles based on Convolutional Neural Network (CNN) …

[PDF][PDF] Optimal Lane Finder using Sensor Fusion Techniques to Prevent Road Accidents

V Vishnu, D Manivannan… - Indian Journal …, 2016 - sciresol.s3.us-east-2.amazonaws …
Objectives: Most of the accidents could be avoided or prevented through simple measures
like speed limit, precautions for the driver's safety and discipline among road users. Most of …

Abnormal driving detection based on accelerometer and gyroscope sensor on smartphone using artificial neural network (ann) algorithm

FM Nuswantoro, A Sudarsono… - 2020 International …, 2020 - ieeexplore.ieee.org
Transportation has become one of the needs of human life. One of the most used
transportation in Indonesia is a motorcycle. This transportation is reliable, has a wide variety …