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Review of autonomous path planning algorithms for mobile robots
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 …
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 …
dispense with the intervention of human operators, which may prove beneficial in economic …
Habitat 2.0: Training home assistants to rearrange their habitat
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 …
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 …
crucial for achieving accurate autonomous navigation and mobile operations. The existence …
Motion planning around obstacles with convex optimization
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 …
warehouses, motion planning around obstacles is a core challenge in modern robotics …
Sampling-based motion planning: A comparative review
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 …
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
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 …
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 …
optimization. However, the RRT* algorithm still suffers from slow convergence rate and large …
Neural RRT*: Learning-based optimal path planning
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 …
quickly and efficiently explore the state space. However, they suffer sensitivity to the initial …
Research advances and challenges of autonomous and connected ground vehicles
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 …
solution for the public, but the complex and various environments in the real world make it …