Reinforcement learning for mobile robotics exploration: A survey

LC Garaffa, M Basso, AA Konzen… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Efficient exploration of unknown environments is a fundamental precondition for modern
autonomous mobile robot applications. Aiming to design robust and effective robotic …

A Review on Viewpoints and Path Planning for UAV-Based 3-D Reconstruction

M Maboudi, MR Homaei, S Song… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) are widely used platforms to carry data capturing sensors
for various applications. The reason for this success can be found in many aspects: the high …

A review of UAV autonomous navigation in GPS-denied environments

Y Chang, Y Cheng, U Manzoor, J Murray - Robotics and Autonomous …, 2023 - Elsevier
Unmanned aerial vehicles (UAVs) have drawn increased research interest in recent years,
leading to a vast number of applications, such as, terrain exploration, disaster assistance …

DSVP: Dual-stage viewpoint planner for rapid exploration by dynamic expansion

H Zhu, C Cao, Y Xia, S Scherer… - 2021 IEEE/RSJ …, 2021 - ieeexplore.ieee.org
We present a method for efficiently exploring highly convoluted environments. The method
incorporates two planning stages-an exploration stage for extending the boundary of the …

View path planning via online multiview stereo for 3-d modeling of large-scale structures

S Song, D Kim, S Choi - IEEE Transactions on Robotics, 2021 - ieeexplore.ieee.org
This study addresses a view-path-planning problem during 3-D scanning of a large-scale
structure based on multiview stereo (MVS) for unmanned aerial platforms. Recently, most …

Fast active aerial exploration for traversable path finding of ground robots in unknown environments

S Zhang, X Zhang, T Li, J Yuan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This article proposes an autonomous aerial exploration framework for traversable path
finding of ground robots in unknown environments to achieve a fast response in search and …

A novel informative autonomous exploration strategy with uniform sampling for quadrotors

X Zhang, Y Chu, Y Liu, X Zhang… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
In this article, a novel informative autonomous exploration strategy with uniform sampling is
proposed to efficiently reduce the unknown volume of 3-D environments and provide an …

[HTML][HTML] 旋翼无人机环境覆盖与探索规划方法综述

张世勇, 张雪波, 苑晶, 方勇纯 - 控制与决策, 2022 - kzyjc.alljournals.cn
随着微型空中机器人技术的迅速发展, 利用小型旋翼无人机对目标环境进行自主覆盖与探索成为
当前机器人领域的研究热点. 鉴于此, 首先对机器人环境覆盖规划与探索规划的研究内容进行 …

Information-driven fast marching autonomous exploration with aerial robots

P Zhong, B Chen, S Lu, X Meng… - IEEE Robotics and …, 2021 - ieeexplore.ieee.org
Autonomous exploration in unknown environments is a fundamental task of Unmanned
Aerial Vehicles (UAVs). To choose exploration goals wisely, we propose an information …

Online semantic-assisted topological map building with LiDAR in large-scale outdoor environments: Toward robust place recognition

G He, Q Zhang, Y Zhuang - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The building of map model is crucial to the efficiency of unmanned ground vehicles'(UGVs)
navigation and robust place recognition. This article presents an online semantic-assisted …