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Recent developments in terrain identification, classification, parameter estimation for the navigation of autonomous robots
The work presents a review on ongoing researches in terrain-related challenges influencing
the navigation of Autonomous Robots, specifically Unmanned Ground ones. The paper aims …
the navigation of Autonomous Robots, specifically Unmanned Ground ones. The paper aims …
Where should i walk? predicting terrain properties from images via self-supervised learning
Legged robots have the potential to traverse diverse and rugged terrain. To find a safe and
efficient navigation path and to carefully select individual footholds, it is useful to be able to …
efficient navigation path and to carefully select individual footholds, it is useful to be able to …
Locomotion policy guided traversability learning using volumetric representations of complex environments
Despite the progress in legged robotic locomotion, autonomous navigation in unknown
environments remains an open problem. Ideally, the navigation system utilizes the full …
environments remains an open problem. Ideally, the navigation system utilizes the full …
Roadrunner-learning traversability estimation for autonomous off-road driving
Autonomous navigation at high speeds in off-road environments necessitates robots to
comprehensively understand their surroundings using onboard sensing only. The extreme …
comprehensively understand their surroundings using onboard sensing only. The extreme …
Adaptive and intelligent navigation of autonomous planetary rovers—A survey
The application of robotics and autonomous systems in space has increased dramatically.
The ongoing Mars rover mission involving the Curiosity rover, along with the success of its …
The ongoing Mars rover mission involving the Curiosity rover, along with the success of its …
Self-supervised visual terrain classification from unsupervised acoustic feature learning
Mobile robots operating in unknown urban environments encounter a wide range of
complex terrains to which they must adapt their planned trajectory for safe and efficient …
complex terrains to which they must adapt their planned trajectory for safe and efficient …
Self-supervised traversability prediction by learning to reconstruct safe terrain
Navigating off-road with a fast autonomous vehicle depends on a robust perception system
that differentiates traversable from non-traversable terrain. Typically, this depends on a …
that differentiates traversable from non-traversable terrain. Typically, this depends on a …
Safe robot navigation via multi-modal anomaly detection
Navigation in natural outdoor environments requires a robust and reliable traversability
classification method to handle the plethora of situations a robot can encounter. Binary …
classification method to handle the plethora of situations a robot can encounter. Binary …
Rough terrain navigation for legged robots using reachability planning and template learning
Navigation planning for legged robots has distinct challenges compared to wheeled and
tracked systems due to the ability to lift legs off the ground and step over obstacles. While …
tracked systems due to the ability to lift legs off the ground and step over obstacles. While …
Hybrid terrain traversability analysis in off-road environments
THY Leung, D Ignatyev… - 2022 8th International …, 2022 - ieeexplore.ieee.org
There is a significant growth in autonomy level in off-road ground vehicles. However,
unknown off-road environments are often challenging due to their unstructured and rough …
unknown off-road environments are often challenging due to their unstructured and rough …