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Driving on Point Clouds: Motion Planning, Trajectory Optimization, and Terrain Assessment in Generic Nonplanar Environments

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Vision‐based terrain characterization and traversability assessment
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A robust approach to high‐speed navigation for unrehearsed desert terrain
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Natural terrain classification using three‐dimensional ladar data for ground robot mobility
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Stanley: The robot that won the DARPA Grand Challenge
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Improving robot navigation through self‐supervised online learning
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Autonomous underground tramming for center‐articulated vehicles
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Autonomous off‐road navigation with end‐to‐end learning for the LAGR program
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A multirange architecture for collision‐free off‐road robot navigation
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Mapping, navigation, and learning for off‐road traversal
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Terrain Adaptive Navigation for planetary rovers
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Magnebike: A magnetic wheeled robot with high mobility for inspecting complex‐shaped structures
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Leaving Flatland: Efficient real‐time three‐dimensional perception and motion planning
inferredcites →https://doi.org/10.1002/rob.20332openalex-snapshot
Adaptive rover behavior based on online empirical evaluation: Rover–terrain interaction and near‐to‐far learning
inferredcites →https://doi.org/10.1002/rob.20342openalex-snapshot
Visual teach and repeat for long‐range rover autonomy
inferredcites →https://doi.org/10.1002/rob.20376openalex-snapshot
Stereo‐based all‐terrain obstacle detection using visual saliency
inferredcites →https://doi.org/10.1002/rob.21444openalex-snapshot
Lighting‐invariant Visual Teach and Repeat Using Appearance‐based Lidar
inferredcites →https://doi.org/10.1002/rob.21462openalex-snapshot
Range‐dependent Terrain Mapping and Multipath Planning using Cylindrical Coordinates for a Planetary Exploration Rover
inferredcites →https://doi.org/10.1002/rob.21474openalex-snapshot
Planning using a Network of Reusable Paths: A Physical Embodiment of a Rapidly Exploring Random Tree
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Terrain Classification in Complex Three‐dimensional Outdoor Environments
inferredcites →https://doi.org/10.1002/rob.21524openalex-snapshot
Lighting‐invariant Adaptive Route Following Using Iterative Closest Point Matching
inferredcites →https://doi.org/10.1002/rob.21528openalex-snapshot
Seeker—Autonomous Long‐range Rover Navigation for Remote Exploration
inferredcites →https://doi.org/10.1002/rob.21536openalex-snapshot
Learned Stochastic Mobility Prediction for Planning with Control Uncertainty on Unstructured Terrain
inferredcites →https://doi.org/10.1002/rob.v26:1openalex-snapshot
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inferredcites →https://doi.org/10.1007/3-540-57132-9_3openalex-snapshot
Motion planning for a non-holonomic mobile robot on 3-dimensional terrains
inferredcites →https://doi.org/10.1007/bf00735431openalex-snapshot
A complete navigation system for goal acquisition in unknown environments
inferredcites →https://doi.org/10.1007/bf01386390openalex-snapshot
A note on two problems in connexion with graphs
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An efficient system for combined route traversal and collision avoidance
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Autonomous over-the-horizon navigation using LIDAR data
inferredcites →https://doi.org/10.1007/s10514-013-9327-2openalex-snapshot
Comparing ICP variants on real-world data sets
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A Computational Framework for Segmentation and Grouping
inferredcites →https://doi.org/10.1016/j.engappai.2013.01.006openalex-snapshot
Terrain traversability analysis methods for unmanned ground vehicles: A survey
inferredcites →https://doi.org/10.1016/j.robot.2011.06.001openalex-snapshot
Generating optimized paths for motion planning
inferredcites →https://doi.org/10.1016/j.robot.2012.10.012openalex-snapshot
Application of the fast marching method for outdoor motion planning in robotics
inferredcites →https://doi.org/10.1016/j.robot.2015.02.003openalex-snapshot
Direction-dependent optimal path planning for autonomous vehicles
inferredcites →https://doi.org/10.1023/a:1008822205706openalex-snapshot
Rough Terrain Autonomous Mobility—Part 2: An Active Vision, Predictive Control Approach
inferredcites →https://doi.org/10.1023/a:1008831426966openalex-snapshot
Traversability Analysis and Path Planning for a Planetary Rover
inferredcites →https://doi.org/10.1023/b:auro.0000047286.62481.1dopenalex-snapshot
Obstacle Detection and Terrain Classification for Autonomous Off-Road Navigation
inferredcites →https://doi.org/10.1080/1931308x.2008.10644153openalex-snapshot
Intelligence For Space Robotics
inferredcites →https://doi.org/10.1109/70.338532openalex-snapshot
A behavior-based system for off-road navigation
inferredcites →https://doi.org/10.1109/70.508439openalex-snapshot
Probabilistic roadmaps for path planning in high-dimensional configuration spaces
inferredcites →https://doi.org/10.1109/70.62043openalex-snapshot
Optimal grid-free path planning across arbitrarily contoured terrain with anisotropic friction and gravity effects
inferredcites →https://doi.org/10.1109/70.75906openalex-snapshot
Dynamic motion planning of autonomous vehicles
inferredcites →https://doi.org/10.1109/70.760342openalex-snapshot
Motion planning for all-terrain vehicles: a physical modeling approach for coping with dynamic and contact interaction constraints
inferredcites →https://doi.org/10.1109/aero.2002.1035370openalex-snapshot
Stereo vision and rover navigation software for planetary exploration
inferredcites →https://doi.org/10.1109/carpi.2012.6473354openalex-snapshot
Surface reconstruction and path planning for industrial inspection with a climbing robot
inferredcites →https://doi.org/10.1109/ecmr.2013.6698826openalex-snapshot
Efficient extensible path planning on 3D terrain using behavior modules
inferredcites →https://doi.org/10.1109/iccvw.2011.6130362openalex-snapshot
High resolution visual terrain classification for outdoor robots
inferredcites →https://doi.org/10.1109/icra.2011.5980280openalex-snapshot
STOMP: Stochastic trajectory optimization for motion planning
inferredcites →https://doi.org/10.1109/icra.2013.6631154openalex-snapshot
Real-time optimization-based planning in dynamic environments using GPUs
inferredcites →https://doi.org/10.1109/icra.2014.6907397openalex-snapshot
Long-term 3D map maintenance in dynamic environments
inferredcites →https://doi.org/10.1109/icra.2014.6907453openalex-snapshot
Navigation on point-cloud — A Riemannian metric approach
inferredcites →https://doi.org/10.1109/iecon.2003.1280693openalex-snapshot
Performance-based rough terrain navigation for nonholonomic mobile robots
inferredcites →https://doi.org/10.1109/iecon.2013.6699800openalex-snapshot
Geodesic motion planning on 3D-terrains satisfying the robot's kinodynamic constraints
inferredcites →https://doi.org/10.1109/iros.1993.583778openalex-snapshot
A practical motion planner for all-terrain mobile robots
inferredcites →https://doi.org/10.1109/iros.2009.5354805openalex-snapshot
Kinodynamic motion planning for mobile robots using splines
inferredcites →https://doi.org/10.1109/iros.2010.5650042openalex-snapshot
A kyno-dynamic metric to plan stable paths over uneven terrain
inferredcites →https://doi.org/10.1109/iros.2010.5650789openalex-snapshot
Path planning in 3D environments using the Normal Distributions Transform
inferredcites →https://doi.org/10.1109/iros.2013.6696431openalex-snapshot
3D path planning and execution for search and rescue ground robots
inferredcites →https://doi.org/10.1109/iros.2013.6696588openalex-snapshot
HRA∗: Hybrid randomized path planning for complex 3D environments
inferredcites →https://doi.org/10.1109/iros.2014.6942634openalex-snapshot
Real-time autonomous 3D navigation for tracked vehicles in rescue environments
inferredcites →https://doi.org/10.1109/ivs.2000.898363openalex-snapshot
Terrain perception for DEMO III
inferredcites →https://doi.org/10.1109/robot.1986.1087445openalex-snapshot
Minimum-time navigation of an unmanned mobile robot in a 2-1/2D world with obstacles
inferredcites →https://doi.org/10.1109/robot.1988.12144openalex-snapshot
Autonomous cross-country navigation with the ALV
inferredcites →https://doi.org/10.1109/robot.1993.291936openalex-snapshot
Elastic bands: connecting path planning and control
inferredcites →https://doi.org/10.1109/robot.1999.770446openalex-snapshot
Rapid physics-based rough-terrain rover planning with sensor and control uncertainty
inferredcites →https://doi.org/10.1109/robot.2000.844761openalex-snapshot
Recent progress in local and global traversability for planetary rovers
inferredcites →https://doi.org/10.1109/robot.2005.1570378openalex-snapshot
Near Time-optimal Constrained Trajectory Planning on Outdoor Terrain
inferredcites →https://doi.org/10.1109/robot.2009.5152365openalex-snapshot
Autonomous driving in a multi-level parking structure
inferredcites →https://doi.org/10.1109/robot.2010.5509679openalex-snapshot
Path planning based on fluid mechanics for mobile robots using unstructured terrain models
inferredcites →https://doi.org/10.1109/tii.2015.2413355openalex-snapshot
A Constraint-Aware Heuristic Path Planner for Finding Energy-Efficient Paths on Uneven Terrains
inferredcites →https://doi.org/10.1109/tro.2004.829459openalex-snapshot
Reactive Path Deformation for Nonholonomic Mobile Robots
inferredcites →https://doi.org/10.1109/tro.2004.837232openalex-snapshot
On finding energy-minimizing paths on terrains
inferredcites →https://doi.org/10.1117/12.486764openalex-snapshot
A new terrain mapping method for mobile robots obstacle negotiation
inferredcites →https://doi.org/10.1145/133994.134011openalex-snapshot
Surface reconstruction from unorganized points
inferredcites →https://doi.org/10.1177/02783640122067453openalex-snapshot
Randomized Kinodynamic Planning
inferredcites →https://doi.org/10.1177/027836402128964189openalex-snapshot
Elastic Strips: A Framework for Motion Generation in Human Environments
inferredcites →https://doi.org/10.1177/0278364902021010841openalex-snapshot
Autonomous Rover Navigation on Unknown Terrains: Functions and Integration
inferredcites →https://doi.org/10.1177/0278364904049393openalex-snapshot
Simultaneous Localization and Map Building in Large-Scale Cyclic Environments Using the Atlas Framework
inferredcites →https://doi.org/10.1177/0278364906065543openalex-snapshot
Toward Reliable Off Road Autonomous Vehicles Operating in Challenging Environments
inferredcites →https://doi.org/10.1177/0278364906075165openalex-snapshot
An Efficient Extension to Elevation Maps for Outdoor Terrain Mapping and Loop Closing
inferredcites →https://doi.org/10.1177/0278364906075328openalex-snapshot
Optimal Rough Terrain Trajectory Generation for Wheeled Mobile Robots
inferredcites →https://doi.org/10.1177/0278364909359210openalex-snapshot
Path Planning for Autonomous Vehicles in Unknown Semi-structured Environments
inferredcites →https://doi.org/10.1177/0278364910369715openalex-snapshot
Learning from Demonstration for Autonomous Navigation in Complex Unstructured Terrain
inferredcites →https://doi.org/10.1177/0278364910370241openalex-snapshot
Non-parametric Learning to Aid Path Planning over Slopes
inferredcites →https://doi.org/10.1177/0278364911406761openalex-snapshot
Sampling-based algorithms for optimal motion planning
inferredcites →https://doi.org/10.1177/0278364912460413openalex-snapshot
Visual navigation of a mobile robot with laser-based collision avoidance
inferredcites →https://doi.org/10.1177/0278364912461537openalex-snapshot
Tensor-voting-based navigation for robotic inspection of 3D surfaces using lidar point clouds
inferredcites →https://doi.org/10.1177/0278364913488805openalex-snapshot
CHOMP: Covariant Hamiltonian optimization for motion planning
inferredcites →https://doi.org/10.1177/0278364914528132openalex-snapshot
Motion planning with sequential convex optimization and convex collision checking
inferredcites →https://doi.org/10.1177/027836498600500106openalex-snapshot
Real-Time Obstacle Avoidance for Manipulators and Mobile Robots
inferredcites →https://doi.org/10.15607/rss.2005.i.001openalex-snapshot
Interacting Markov Random Fields for Simultaneous Terrain Modeling and Obstacle Detection
inferredcites →https://doi.org/10.1609/icaps.v22i1.13513openalex-snapshot
ITOMP: Incremental Trajectory Optimization for Real-Time Replanning in Dynamic Environments

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Deployment of an autonomous mobile manipulator at MBZIRC
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Performance Characterization of a Point‐Cloud‐Based Path Planner in Off‐Road Terrain
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Energy-Efficient Path Planning Algorithm on Three-Dimensional Large-Scale Terrain Maps for Mobile Robots
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Autonomous Off-Road Navigation over Extreme Terrains with Perceptually-Challenging Conditions
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Real-time Optimal Navigation Planning Using Learned Motion Costs
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F3DMP: Foresighted 3D Motion Planning of Mobile Robots in Wild Environments
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Locomotion Policy Guided Traversability Learning using Volumetric Representations of Complex Environments
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Multifractal Terrain Generation for Evaluating Autonomous Off-Road Ground Vehicles
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Autonomous Electric Race Car Design
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Layered Path Planning with Human Motion Detection for Autonomous Robots
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