Review of autonomous path planning algorithms for mobile robots

H Qin, S Shao, T Wang, X Yu, Y Jiang, Z Cao - Drones, 2023 - mdpi.com
Mobile robots, including ground robots, underwater robots, and unmanned aerial vehicles,
play an increasingly important role in people's work and lives. Path planning and obstacle …

Path planning for autonomous mobile robots: A review

JR Sánchez-Ibáñez, CJ Pérez-del-Pulgar… - Sensors, 2021 - mdpi.com
Providing mobile robots with autonomous capabilities is advantageous. It allows one to
dispense with the intervention of human operators, which may prove beneficial in economic …

Habitat 2.0: Training home assistants to rearrange their habitat

A Szot, A Clegg, E Undersander… - Advances in neural …, 2021 - proceedings.neurips.cc
Abstract We introduce Habitat 2.0 (H2. 0), a simulation platform for training virtual robots in
interactive 3D environments and complex physics-enabled scenarios. We make …

Path planning for mobile robots in unstructured orchard environments: An improved kinematically constrained bi-directional RRT approach

L Ye, F Wu, X Zou, J Li - Computers and Electronics in Agriculture, 2023 - Elsevier
In complex orchard environments, efficient path-planning algorithms for mobile robots are
crucial for achieving accurate autonomous navigation and mobile operations. The existence …

Motion planning around obstacles with convex optimization

T Marcucci, M Petersen, D von Wrangel, R Tedrake - Science robotics, 2023 - science.org
From quadrotors delivering packages in urban areas to robot arms moving in confined
warehouses, motion planning around obstacles is a core challenge in modern robotics …

Sampling-based motion planning: A comparative review

A Orthey, C Chamzas, LE Kavraki - Annual Review of Control …, 2023 - annualreviews.org
Sampling-based motion planning is one of the fundamental paradigms to generate robot
motions, and a cornerstone of robotics research. This comparative review provides an up-to …

A comprehensive review of digital twin—part 2: roles of uncertainty quantification and optimization, a battery digital twin, and perspectives

A Thelen, X Zhang, O Fink, Y Lu, S Ghosh… - Structural and …, 2023 - Springer
As an emerging technology in the era of Industry 4.0, digital twin is gaining unprecedented
attention because of its promise to further optimize process design, quality control, health …

UAV trajectory planning based on bi-directional APF-RRT* algorithm with goal-biased

J Fan, X Chen, X Liang - Expert systems with applications, 2023 - Elsevier
In recent decades, RRT* algorithm has attracted much attention because of its asymptotic
optimization. However, the RRT* algorithm still suffers from slow convergence rate and large …

Neural RRT*: Learning-based optimal path planning

J Wang, W Chi, C Li, C Wang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Rapidly random-exploring tree (RRT) and its variants are very popular due to their ability to
quickly and efficiently explore the state space. However, they suffer sensitivity to the initial …

Research advances and challenges of autonomous and connected ground vehicles

A Eskandarian, C Wu, C Sun - IEEE Transactions on Intelligent …, 2019 - ieeexplore.ieee.org
Autonomous vehicle (AV) technology can provide a safe and convenient transportation
solution for the public, but the complex and various environments in the real world make it …