Exploring smart tires as a tool to assist safe driving and monitor tire–road friction

M Pomoni - Vehicles, 2022 - mdpi.com
Road surface friction, or in other words, a pavement's skid resistance, is an essential
attribute of highway safety, acting as a liaison between the infrastructure condition and the …

Topic-based technology mapping using patent data analysis: A case study of vehicle tires

M Ghaffari, A Aliahmadi, A Khalkhali, A Zakery… - … Forecasting and Social …, 2023 - Elsevier
The analysis of patent certificates for the purpose of determining the technologies of an
industry is a method that has been used by experts and researchers of technology …

A survey of intelligent tires for tire-road interaction recognition toward autonomous vehicles

S Yang, Y Chen, R Shi, R Wang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Driving safety is the most basic demand for autonomous vehicles but is also the most difficult
task at the same time. Intelligent tires equipped with in-tire sensors have been proposed to …

Direct tire slip ratio estimation using intelligent tire system and machine learning algorithms

N Xu, Z Tang, H Askari, J Zhou, A Khajepour - Mechanical Systems and …, 2022 - Elsevier
Accurate estimation of the tire slip ratio is critical for vehicle safety, as it is necessary for
vehicle control purposes. In this paper, an intelligent tire system is presented to develop a …

An unscented kalman filter-informed neural network for vehicle sideslip angle estimation

A Bertipaglia, M Alirezaei, R Happee… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This paper proposes a novel vehicle sideslip angle estimator, which uses the physical
knowledge from an Unscented Kalman Filter (UKF) based on a non-linear single-track …

Intelligent tire sensor-based real-time road surface classification using an artificial neural network

D Lee, JC Kim, M Kim, H Lee - Sensors, 2021 - mdpi.com
Vehicles today have many advanced driver assistance control systems that improve vehicle
safety and comfort. With the development of more sophisticated vehicle electronic control …

Static and dynamic mechanical characteristics of honeycomb non-pneumatic tire under structural damage condition

Y Deng, Z Wang, T Liu, W Liang, H Shen… - European Journal of …, 2023 - Elsevier
Non-pneumatic tires overcome the hidden dangers of puncturing, deflating and bursting of
conventional pneumatic tires, and improve the driving safety and mobility of vehicles …

Soft-metal bonding-enabled recyclable and anti-interference flexible multilayer piezoelectric sensor for tractor tire strain monitoring

CX Xing, QB Zhang, ZH Wang, JX Guo, ML Li, DH Yu… - Nano Energy, 2024 - Elsevier
Real-time efficient sensing of machine-soil interactions, especially precise tire-ground
contact information, plays a critical role in cultivation, seeding, and harvesting for smart …

Experimental evaluation of tire tread wear detection using machine learning in real-road driving conditions

JY Han, JH Kwon, S Lee, KC Lee, HJ Kim - IEEE Access, 2023 - ieeexplore.ieee.org
The accurate detection of tire tread wear plays an important role in preventing tire-related
accidents. In previous studies, tire wear detection is performed by interpreting mathematical …

Vehicle sideslip angle estimation based on strong tracking SCKF considering road inclinations

Y Liu, C Huang, D Zhou, X Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
As one of the most significant states to represent lateral stability, vehicle sideslip angle holds
significant importance in vehicle dynamic control systems. Nevertheless, few previous …