Data-driven model-free slip control of anti-lock braking systems using reinforcement Q-learning

MB Radac, RE Precup - Neurocomputing, 2018 - Elsevier
This paper proposes the design and implementation of a model-free tire slip control for a fast
and highly nonlinear Anti-lock Braking System (ABS). A reinforcement Q-learning optimal …

Adaptive sliding mode control with guaranteed performance based on monitoring and barrier functions

VHP Rodrigues, L Hsu, TR Oliveira… - International Journal of …, 2022 - Wiley Online Library
This paper proposes a new adaptive sliding mode control approach via output feedback for
a class of nonlinear systems. The sliding‐mode based controller can deal with parametric …

Profiling linked open data with ProLOD

C Böhm, F Naumann, Z Abedjan, D Fenz… - 2010 IEEE 26th …, 2010 - ieeexplore.ieee.org
Linked open data (LOD), as provided by a quickly growing number of sources constitutes a
wealth of easily accessible information. However, this data is not easy to understand. It is …

Slip regulation for anti-lock braking systems using multiple surface sliding controller combined with inertial delay control

R Verma, D Ginoya, PD Shendge… - Vehicle System …, 2015 - Taylor & Francis
In this paper, a multiple surface sliding controller is designed for an anti-lock braking system
to maintain the slip ratio at a desired level. Various types of uncertainties coming from …

A new adaptive deep neural network controller based on sparse auto‐encoder for the antilock bracking system systems subject to high constraints

H Ait Abbas - Asian Journal of Control, 2021 - Wiley Online Library
We contribute in the current paper to extend the universal function approximation property of
deep learning hybrid strategy to design both:(a) adaptive deep neural network observer to …

Digital sliding mode control of anti-lock braking system

DB Mitic, SL Peric, DS Antic, ZD Jovanovic… - Advances in Electrical …, 2013 - go.gale.com
The control of anti-lock braking system is a great challenge, because of the nonlinear and
complex characteristics of braking dynamics, unknown parameters of vehicle environment …

Design of grey-verhulst sliding mode controller for antilock braking system

A Manivanna Boopathi, A Abudhahir - International Journal of Control …, 2016 - Springer
In this paper, an adaptive controller called Grey-Verhulst Sliding Mode Controller (GVSMC)
is proposed for the laboratory Antilock Braking System (ABS). The developed Grey-Verhulst …

Anti-lock braking systems data-driven control using Q-learning

MB Radac, RE Precup… - 2017 IEEE 26th …, 2017 - ieeexplore.ieee.org
A model-free tire slip control solution for a fast, highly nonlinear Anti-lock Braking System
(ABS) is proposed in this work via a reinforcement Q-learning optimal control approach. The …

Hybrid statistical model checking technique for reliable safety critical systems

Y Kim, M Kim - 2012 IEEE 23rd International Symposium on …, 2012 - ieeexplore.ieee.org
Reliability of safety critical systems such as nuclear power plants and automobiles has
become a significant issue to our society. As more computing systems are utilized in these …

Fuzzy sliding mode control for anti-lock braking systems

D Mitić, D Antić, S Perić, M Milojković… - 2012 7th IEEE …, 2012 - ieeexplore.ieee.org
A combination of two control methods, sliding mode and fuzzy, for the wheel slip control in
anti-lock braking system, is presented in this paper. The fuzzy block is used to determine the …