An Overview of Nature‐Inspired, Conventional, and Hybrid Methods of Autonomous Vehicle Path Planning

BBK Ayawli, R Chellali, AY Appiah… - Journal of Advanced …, 2018 - Wiley Online Library
Safe and smooth mobile robot navigation through cluttered environment from the initial
position to goal with optimal path is required to achieve intelligent autonomous ground …

Simultaneous localization and mapping: A survey of current trends in autonomous driving

G Bresson, Z Alsayed, L Yu… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
In this paper, we propose a survey of the Simultaneous Localization And Mapping (SLAM)
field when considering the recent evolution of autonomous driving. The growing interest …

Reliable feature matching across widely separated views

A Baumberg - … IEEE Conference on Computer Vision and …, 2000 - ieeexplore.ieee.org
We present a robust method for automatically matching features in images corresponding to
the same physical point on an object seen from two arbitrary viewpoints. Unlike conventional …

Terp: Reliable planning in uneven outdoor environments using deep reinforcement learning

K Weerakoon, AJ Sathyamoorthy… - … on Robotics and …, 2022 - ieeexplore.ieee.org
We present a novel method for reliable robot navigation in uneven outdoor terrains. Our
approach employs a fully-trained Deep Reinforcement Learning (DRL) network that uses …

A taxonomy of vision systems for ground mobile robots

J Martinez-Gomez… - International …, 2014 - journals.sagepub.com
This paper introduces a taxonomy of vision systems for ground mobile robots. In the last five
years, a significant number of relevant papers have contributed to this subject. Firstly, a …

Autonomous robot navigation in highly populated pedestrian zones

R Kümmerle, M Ruhnke, B Steder… - Journal of Field …, 2015 - Wiley Online Library
In the past, there has been a tremendous amount of progress in the area of autonomous
robot navigation, and a large variety of robots have been developed that demonstrated …

Pedestrian behavior in shared spaces with autonomous vehicles: An integrated framework and review

M Prédhumeau, A Spalanzani… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Pedestrians will increasingly have to share their space with autonomous vehicles (AVs), at
pedestrian crossings, and in urban shared spaces where segregation between pedestrians …

Learning to navigate sidewalks in outdoor environments

M Sorokin, J Tan, CK Liu, S Ha - IEEE Robotics and …, 2022 - ieeexplore.ieee.org
Outdoor navigation on sidewalks in urban environments is the key technology behind
important human assistive applications, such as last-mile delivery or neighborhood patrol …

Automation and robotics in the cultivation of pome fruit: Where do we stand today?

R Verbiest, K Ruysen, T Vanwalleghem… - Journal of Field …, 2021 - Wiley Online Library
The cultivation of apples and pears in orchards consists of several tasks that still demand
much human labor. The cost of this skilled labor increases while the number of competent …

Open source integrated planner for autonomous navigation in highly dynamic environments

H Darweesh, E Takeuchi, K Takeda… - Journal of Robotics …, 2017 - jstage.jst.go.jp
Planning is one of the cornerstones of autonomous robot navigation. In this paper we
introduce an open source planner called “OpenPlanner” for mobile robot navigation …