On the vehicle sideslip angle estimation: a literature review of methods, models, and innovations

D Chindamo, B Lenzo, M Gadola - applied sciences, 2018 - mdpi.com
Typical active safety systems that control the dynamics of passenger cars rely on the real-
time monitoring of the vehicle sideslip angle (VSA), together with other signals such as the …

Adaptive-event-trigger-based fuzzy nonlinear lateral dynamic control for autonomous electric vehicles under insecure communication networks

W Li, Z Xie, PK Wong, X Mei… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This article presents a novel adaptive-event-trigger-based fuzzy nonlinear lateral dynamic
control algorithm for autonomous electric vehicles under insecure communication networks …

A novel observer design for simultaneous estimation of vehicle steering angle and sideslip angle

B Zhang, H Du, J Lam, N Zhang… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Both steering angle and sideslip angle are important states for vehicle handling and stability
control. Instead of directly measuring these angles, indirect estimation of these states will …

Takagi–Sugeno fuzzy unknown input observers to estimate nonlinear dynamics of autonomous ground vehicles: Theory and real-time verification

AT Nguyen, TQ Dinh, TM Guerra… - IEEE/ASME Transactions …, 2021 - ieeexplore.ieee.org
In this article, we address the simultaneous estimation problem of the lateral speed, the
steering input, and the effective engine torque, which play a fundamental role in vehicle …

Fusion algorithm design based on adaptive SCKF and integral correction for side-slip angle observation

S Cheng, L Li, J Chen - IEEE Transactions on Industrial …, 2017 - ieeexplore.ieee.org
Vehicle side-slip angle is crucial for various vehicle active safety applications, but measuring
it directly needs expensive measurement instruments and the vehicle nonlinear dynamics …

Combined regression and classification artificial neural networks for sideslip angle estimation and road condition identification

A Bonfitto, S Feraco, A Tonoli, N Amati - Vehicle system dynamics, 2020 - Taylor & Francis
This paper presents an Artificial Neural Network based algorithm to estimate the sideslip
angle of a vehicle in different road conditions. The method is based on two parallel tasks:(a) …

Unknown input observers for simultaneous estimation of vehicle dynamics and driver torque: Theoretical design and hardware experiments

AT Nguyen, TM Guerra, C Sentouh… - … /ASME Transactions on …, 2019 - ieeexplore.ieee.org
This article investigates a new observer design method to estimate simultaneously both the
vehicle dynamics and the unknown driver's torque. To take into account the time-varying …

Velocity-based robust fault tolerant automatic steering control of autonomous ground vehicles via adaptive event triggered network communication

W Li, Z Xie, J Zhao, PK Wong - Mechanical Systems and Signal Processing, 2020 - Elsevier
This paper proposes a velocity-based robust fault tolerant automatic steering control
approach for autonomous ground vehicles via an adaptive event triggered network …

Model predictive control for integrated longitudinal and lateral stability of electric vehicles with in‐wheel motors

L Zhang, H Chen, Y Huang, H Guo… - IET Control Theory & …, 2020 - Wiley Online Library
This study investigates an integrated wheel slip, yaw rate, and sideslip angle control via
torque vectoring to improve both the longitudinal and lateral stability of electric vehicles …

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 …