Hierarchical trajectory planning of an autonomous car based on the integration of a sampling and an optimization method

W Lim, S Lee, M Sunwoo, K Jo - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
optimization-based method is better than the sampling-based one. For the synergy effect of
two planning methods… and a numerical optimization technique for urban autonomous driving. …

Autonomous car decision making and trajectory tracking based on genetic algorithms and fractional potential fields

JB Receveur, S Victor, P Melchior - Intelligent Service Robotics, 2020 - Springer
… This article deals with the issue of trajectory optimization of autonomous terrestrial vehicles
method for optimized trajectory planning, the definition of the multi-criteria optimization

Optimization of an autonomous car controller using a self-adaptive evolutionary strategy

TS Kim, JC Na, KJ Kim - International Journal of Advanced …, 2012 - journals.sagepub.com
Autonomous cars control the steering wheel, acceleration and the brake pedal, the …
optimization algorithms. In this work, we propose optimizing the parameters of an autonomous car

IOT based autonomous car driver scheme based on ANFIS and black widow optimization

S Ravikumar, D Kavitha - Journal of Ambient Intelligence and Humanized …, 2021 - Springer
… This paper utilizes ANFIS along with the Black Widow optimization algorithms that are
integrated with the IoT-ACDS device thus providing a systematic and autonomous process for …

[PDF][PDF] Longitude trajectory optimization for autonomous vehicles: An approach based on simplified car-following model

Y Wei, J Liu, P Li, X Zhou - Transportation Research Board 95th …, 2016 - researchgate.net
… to optimize longitude vehicle trajectories for autonomous vehicles based on the
simplified (linear) car … Based on Newell’s linear carfollowing model, we formulate the multi-vehicle …

Development of autonomous car—Part II: A case study on the implementation of an autonomous driving system based on distributed architecture

K Jo, J Kim, D Kim, C Jang… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
… be obtained using the FlexRay network parameter optimization method based on the
determined network data [46]. This method performs the optimization of the static slot length and …

Optimization‐based autonomous racing of 1: 43 scale RC cars

A Liniger, A Domahidi, M Morari - … Applications and Methods, 2015 - Wiley Online Library
… This paper describes autonomous racing of RC race cars based on mathematical optimization.
… The second controller combines both tasks in one nonlinear optimization problem (NLP) …

Real-time autonomous car motion planning using NMPC with approximated problem considering traffic environment

M Obayashi, G Takano - IFAC-PapersOnLine, 2018 - Elsevier
… Our contribution in this study is the development of a realtime computation technique for the
nonlinear optimization of autonomous car motion planning. Our target of motion planning is …

An agile autonomous car driving assistance using hybrid optimization-based kernel support vector convolutional network

S Jeyalakshmi, S Ravikumar, R Lakshmi… - Expert Systems with …, 2024 - Elsevier
… This paper develops an uncertainty-aware agile autonomous car driving system to drive
the car safely around the track very fast without any collision with on-road barriers and side …

[PDF][PDF] Planning for autonomous cars that leverage effects on human actions.

D Sadigh, S Sastry, SA Seshia… - Robotics: Science and …, 2016 - scholar.archive.org
… for autonomous cars that are more efficient and communicative. In this work, we develop an
optimization-based method for planning an autonomous … This optimization leads to plans like …