[HTML][HTML] Model Predictive Control Used in Passenger Vehicles: An Overview

M Charest-Finn, S Pejhan - Machines, 2024 - mdpi.com
The following article presents a high-level overview of how Model Predictive Control (MPC)
is leveraged in passenger vehicles and their subsystems for improved performance. This …

Salt Llobregat, JJ; Cuenca, Á.; Tomizuka, M. Autonomous ground vehicle lane-kee** LPV model-based control: Dual-rate state estimation and comparison of …

JM Salt Ducajú - Sensors, 2021 - search.proquest.com
In this contribution, we suggest two proposals to achieve fast, real-time lane-kee** control
for Autonomous Ground Vehicles (AGVs). The goal of lane-kee** is to orient and keep the …

Resource-efficient path-following control for a self-driving car in a networked control system

G Alite, Á Cuenca, J Salt, M Tomizuka - IEEE Access, 2023 - ieeexplore.ieee.org
In recent years, in-vehicle networks are increasingly being incorporated to self-driving cars
in order to interconnect spatially distributed devices such as sensors, actuators, and …

A joint vehicle mass and road slope estimation of distributed drive electric vehicles considering road environment factors

B Feng, G Yin, Y Ren, T Shen… - 2022 IEEE 25th …, 2022 - ieeexplore.ieee.org
This paper proposes a joint adaptive estimation method of vehicle mass and road slope
considering road environment factors. This method aims at solving the problem that the …

Dual extended Kalman filter based state and parameter estimator for model-based control in autonomous vehicles

C Li, Y Liu, L Sun, Y Liu, M Tomizuka… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
To enable effective model-based control for autonomous vehicles, accurate vehicle states
and model parameters are required. Most of the state estimation and model-based control …

Real-time Autonomous Vehicle Navigation under Unknown Dynamics

S Kedia, SH Karumanchi - 2023 IEEE 26th International …, 2023 - ieeexplore.ieee.org
In this work, we consider the problem of fully autonomous navigation of a vehicle to reach its
desired goal in a constrained environment, specifically when the vehicle dynamics are …

Motion Primitives Based Kinodynamic RRT for Autonomous Vehicle Navigation in Complex Environments

S Kedia, SH Karumanchi - arxiv preprint arxiv:2210.11652, 2022 - arxiv.org
In this work, we have implemented a SLAM-assisted navigation module for a real
autonomous vehicle with unknown dynamics. The navigation objective is to reach a desired …

Closed-Loop Modeling of a Quintic Trajectory Planning and PID Motion Control System

A Awathe, T Varunjikar - 2023 IEEE 26th International …, 2023 - ieeexplore.ieee.org
Autonomous and assisted driving features such as lane centering, lane change, and evasive
maneuver assistance rely on two interconnected modules, trajectory planning and motion …

Real-Time Road Slope Estimation Based on GNSS/INS Fusion System Considering Slope Change

M Chen, L **ong, L Gao - 2023 - sae.org
For intelligent vehicles, a fast and accurate estimation of road slope is of great significance
for many aspects, including the steering comfort, fuel economy, vehicle stability control …