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Improved genetic algorithm for mobile robot path planning in static environments
The genetic algorithm (GA) is a well-known meta-heuristic technique for addressing the
static mobile robot global path planning (MRGPP) issue. Current GA, however, has certain …
static mobile robot global path planning (MRGPP) issue. Current GA, however, has certain …
How does it feel? self-supervised costmap learning for off-road vehicle traversability
Estimating terrain traversability in off-road environments requires reasoning about complex
interaction dynamics between the robot and these terrains. However, it is challenging to …
interaction dynamics between the robot and these terrains. However, it is challenging to …
An improved artificial electric field algorithm for robot path planning
J Tang, Q Pan, Z Chen, G Liu, G Yang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Effectively improving the optimization performance of artificial electric field algorithm (AEFA)
and broadening its application domain can aid in providing robot path planning in 3-D …
and broadening its application domain can aid in providing robot path planning in 3-D …
[HTML][HTML] Traversability analysis for off-road environments using locomotion experiments and earth observation data
M Eder, R Prinz, F Schöggl… - Robotics and Autonomous …, 2023 - Elsevier
In recent years, the navigation capabilities of mobile robots in off-road environments have
increased significantly, opening up new potential applications in a variety of settings. By …
increased significantly, opening up new potential applications in a variety of settings. By …
[HTML][HTML] 3D traversability analysis and path planning based on mechanical effort for UGVs in forest environments
Autonomous navigation in rough and dynamic 3D environments is a major challenge for
modern robotics. This paper presents a novel traversability analysis and path planning …
modern robotics. This paper presents a novel traversability analysis and path planning …
Learning self-supervised traversability with navigation experiences of mobile robots: A risk-aware self-training approach
Mobile robots operating in outdoor environments face the challenge of navigating various
terrains with different degrees of difficulty. Therefore, traversability estimation is crucial for …
terrains with different degrees of difficulty. Therefore, traversability estimation is crucial for …
Learning-based uncertainty-aware navigation in 3d off-road terrains
This paper presents a safe, efficient, and agile ground vehicle navigation algorithm for 3D off-
road terrain environments. Off-road navigation is subject to uncertain vehicle-terrain …
road terrain environments. Off-road navigation is subject to uncertain vehicle-terrain …
Motion planning for off‐road autonomous driving based on human‐like cognition and weight adaptation
Driving in an off‐road environment is challenging for autonomous vehicles due to the
complex and varied terrain. To ensure stable and efficient travel, the vehicle requires …
complex and varied terrain. To ensure stable and efficient travel, the vehicle requires …
Efficient global navigational planning in 3-d structures based on point cloud tomography
Navigation in complex 3-D scenarios requires appropriate environment representation for
efficient scene understanding and trajectory generation. We propose a highly efficient and …
efficient scene understanding and trajectory generation. We propose a highly efficient and …
Hyperspectral imaging for mobile robot navigation
The article presents the application of a hyperspectral camera in mobile robot navigation.
Hyperspectral cameras are imaging systems that can capture a wide range of …
Hyperspectral cameras are imaging systems that can capture a wide range of …