Autonomous shuttle bus for public transportation: A review

C Iclodean, N Cordos, BO Varga - Energies, 2020 - mdpi.com
The rapid evolution of autonomous technology in the field of automotive and information
technology (IT) has made it possible to implement autonomous vehicles (AVs) for public …

Energy consumption prediction using machine learning; a review

A Mosavi, A Bahmani - 2019 - preprints.org
Abstract Machine learning (ML) methods has recently contributed very well in the
advancement of the prediction models used for energy consumption. Such models highly …

Path following control of autonomous four-wheel-independent-drive electric vehicles via second-order sliding mode and nonlinear disturbance observer techniques

J Chen, Z Shuai, H Zhang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In this article, we aim to investigate the path following control problem for four-wheel-
independent-drive electric vehicles with consideration of modeling errors and complex …

Learning-Based Path-Following Controller Design for Autonomous Ground Vehicles Subject to Stochastic Delays and Actuator Constraints

Q Shi, H Zhang - IEEE Transactions on Industrial Electronics, 2022 - ieeexplore.ieee.org
In order to decrease computation loads for path following control of autonomous ground
vehicles (AGVs), in this article, we aim to design an output-feedback path following controller …

Integrated path-following and fault-tolerant control for four-wheel independent-driving electric vehicles

Y Tong, C Li, G Wang, H Jing - Automotive Innovation, 2022 - Springer
Autonomous vehicles are prone to instability when the motors of the four-wheel independent-
driving electric vehicles fail at high driving speed on low-adhesion roads. To improve the …

Machine Learning based Drive Fault Diagnosis and Isolation Algorithm for 4WIS4WID Vehicle using Residual Visualization

J Kim, SB Choi - IEEE Transactions on Intelligent Vehicles, 2024 - ieeexplore.ieee.org
This study proposes an innovative fault diagnosis algorithm developed for the 4WIS4WID
vehicle system, aiming to overcome fault location and identification challenges. The …

Robust Learning-Based Gain-Scheduled Path Following Controller Design for Autonomous Ground Vehicles

Q Shi, H Zhang, W Pedrycz - IEEE Transactions on Emerging …, 2024 - ieeexplore.ieee.org
In this paper, a robust gain-scheduled path following controller for automated vehicles
based on learning methods is presented. Two major challenges are overcome: 1) Varying …

Coupled lateral and longitudinal controller for over-actuated vehicle in evasive maneuvering with sliding mode control strategy

ADS Junior, C Birkner, RN Jazar, H Marzbani - IEEE Access, 2023 - ieeexplore.ieee.org
Coupled controllers are vital for safely handling vehicles, especially in critical driving
situations that include changing lanes to avoid obstacles. Controllers specialized in …

Research on automobile four-wheel steering control system based on yaw angular velocity and centroid cornering angle

Y Zhang, Z Wang, Y Wang, C Zhang… - Measurement and …, 2022 - journals.sagepub.com
In order to improve the handling stability of four-wheel steering (4WS) cars, a two-degree-of-
freedom 4WS vehicle dynamics model is constructed here, and the motion differential …

Trajectory tracking control of intelligent x-by-wire vehicles

Z Wang, Y Li, C Kaku, H Zheng - World Electric Vehicle Journal, 2022 - mdpi.com
Vehicle intelligence is an effective way to improve driving safety and comfort and reduce
traffic accidents. The trajectory tracking control of unmanned vehicles is the core module of …