Response-based methods to measure road surface irregularity: A state-of-the-art review

T Nguyen, B Lechner, YD Wong - European Transport Research Review, 2019 - Springer
Purpose With the development of smart technologies, Internet of Things and inexpensive
onboard sensors, many response-based methods to evaluate road surface conditions have …

Cloud-assisted collaborative estimation for next-generation automobile sensing

A Louati - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
This research proposes a unique cloud-assisted collaborative estimating system for on-road
sensors like potholes, ice, and road profile to develop next-generation automobiles that are …

Road profile estimation using an adaptive Youla–Kučera parametric observer: Comparison to real profilers

M Doumiati, J Martinez, O Sename, L Dugard… - Control Engineering …, 2017 - Elsevier
Road profile acts as a disturbance input to the vehicle dynamics and results in undesirable
vibrations affecting the vehicle stability. An accurate knowledge of this data is a key for a …

Sustainable Urban Mobility for Road Information Discovery-Based Cloud Collaboration and Gaussian Processes

A Louati, H Louati, E Kariri, W Neifar, MA Farahat… - Sustainability, 2024 - mdpi.com
A novel cloud-based collaborative estimation framework for traffic management, utilizing a
Gaussian Process Regression approach is introduced in this work. Central to addressing …

Road profile estimation for semi-active suspension using an adaptive Kalman filter and an adaptive super-twisting observer

Y Qin, R Langari, Z Wang, C Xiang… - 2017 American Control …, 2017 - ieeexplore.ieee.org
A novel road estimation method using an adaptive Kalman filter and an adaptive super-
twisting observer (AKF-ASTO) is presented, which can meet the requirements for road …

IMU-based virtual road profile sensor for vehicle localization

J Gim, C Ahn - Sensors, 2018 - mdpi.com
A road profile can be a good reference feature for vehicle localization when a Global
Positioning System signal is unavailable. However, cost effective and compact devices …

[图书][B] Development of a smartphone application to measure pavement roughness and to identify surface irregularities

MS Islam - 2015 - search.proquest.com
Pavement roughness is an expression of the unevenness or disturbance in a pavement
surface that adversely affects the ride quality of a vehicle. Roughness also affects user delay …

Estimating severe irregularities of road ahead based on preceding vehicle responses

D Li, B Xiao, H Pan - Control Engineering Practice, 2022 - Elsevier
Road irregularities, eg potholes or bulges, will cause discomfort, vehicle damages or even
accidents, if not being carefully handled by drivers. For driving safety and comfort, especially …

Optimization-based unknown input observer for road profile estimation with experimental validation on a suspension station

Z Li, M Zheng, H Zhang - 2019 American Control Conference …, 2019 - ieeexplore.ieee.org
Knowledge of road profile information can be used to enhance vehicle suspension control
and detect road anomalies such as potholes. As such, numerous studies have been …

A Cascaded Learning Framework for Road Profile Estimation Using Multiple Heterogeneous Vehicles

Z Chen, MR Hajidavalloo, Z Li… - Journal of …, 2022 - asmedigitalcollection.asme.org
Road profile information can be utilized to enhance vehicle control performance, passenger
ride comfort, and route planning and optimization. Existing road-profile estimation algorithms …