Vehicle dynamic state estimation: State of the art schemes and perspectives

H Guo, D Cao, H Chen, C Lv, H Wang… - IEEE/CAA Journal of …, 2018 - ieeexplore.ieee.org
Next-generation vehicle control and future autonomous driving require further advances in
vehicle dynamic state estimation. This article provides a concise review, along with the …

Vehicle sideslip angle measurement based on sensor data fusion using an integrated ANFIS and an Unscented Kalman Filter algorithm

BL Boada, MJL Boada, V Diaz - Mechanical Systems and Signal …, 2016 - Elsevier
Abstract Most existing ESC (Electronic Stability Control) systems rely on the measurement of
both yaw rate and sideslip angle. However, one of the main issues is that the sideslip angle …

Direct yaw-moment control for 4WID electric vehicle via finite-time control technique

S Ding, J Sun - Nonlinear dynamics, 2017 - Springer
This paper is concerned with the yaw-moment stabilization for four-wheel independent-drive
electric vehicle. A second-order sliding mode observer is first designed to estimate the …

Estimation of vehicle side-slip angle using an artificial neural network

D Chindamo, M Gadola - MATEC web of conferences, 2018 - matec-conferences.org
In this work, a reliable and effective method to predict the vehicle side-slip angle is given by
means of an artificial neural network. It is well known that artificial neural networks are a very …

State and parameter estimation based on a modified particle filter for an in-wheel-motor-drive electric vehicle

J Zhu, Z Wang, L Zhang, W Zhang - Mechanism and Machine Theory, 2019 - Elsevier
This paper presents a modified particle filter (MPF) to estimate vehicle states and parameter
with high precision and robustness under complex noises and sensor fault conditions. To …

Automotive ABS/DYC coordinated control under complex driving conditions

Z Wang, J Zhu, L Zhang, Y Wang - IEEE access, 2018 - ieeexplore.ieee.org
This paper presents an antilock braking system/direct yaw-moment control (ABS/DYC)
coordinated control scheme in order to shorten the braking distance while ensuring the …

A literature survey on sideslip angle estimation using vehicle dynamics based methods

D Puscul, C Lex, M Vignati, L Shao - IEEE Access, 2024 - ieeexplore.ieee.org
The vehicle sideslip angle or lateral velocity is a measure both for driving stability and for
occupant's subjective perception of safety. With the introduction of vehicle dynamics control …

Sideslip angle estimator based on ANFIS for vehicle handling and stability

BL Boada, MJL Boada, A Gauchía, E Olmeda… - Journal of Mechanical …, 2015 - Springer
Most of the existing ESC (Electronic stability control) systems rely on the measurement of
both yaw rate and sideslip angle. However, one of the main issues is that the sideslip angle …

Design of vehicle running states-fused estimation strategy using Kalman filters and tire force compensation method

T Chen, Y Cai, L Chen, X Xu, H Jiang, X Sun - IEEE Access, 2019 - ieeexplore.ieee.org
Accurate and reliable vehicle state estimation results are very significant to the active safety,
energy optimization, and the intelligent control of vehicles. In this paper, to improve the …

Vehicle sideslip angle estimation based on hybrid Kalman filter

J Li, J Zhang - Mathematical Problems in Engineering, 2016 - Wiley Online Library
Vehicle sideslip angle is essential for active safety control systems. This paper presents a
new hybrid Kalman filter to estimate vehicle sideslip angle based on the 3‐DoF nonlinear …