NeuPAN: Direct Point Robot Navigation with End-to-End Model-based Learning

R Han, S Wang, S Wang, Z Zhang, J Chen… - arXiv preprint arXiv …, 2024 - arxiv.org
Navigating a nonholonomic robot in a cluttered environment requires extremely accurate
perception and locomotion for collision avoidance. This paper presents NeuPAN: a real …

Fast Iterative Region Inflation for Computing Large 2-D/3-D Convex Regions of Obstacle-Free Space

Q Wang, Z Wang, C Xu, F Gao - arXiv preprint arXiv:2403.02977, 2024 - arxiv.org
1) Restrictive Inflation is designed to ensure the managibility of the generated convex
polytope. Based on its characteristic of few variables but rich constraints, an efficient and …

PRIEST: Projection Guided Sampling-Based Optimization For Autonomous Navigation

F Rastgar, H Masnavi, B Sharma… - IEEE Robotics and …, 2024 - ieeexplore.ieee.org
Efficient navigation in unknown and dynamic environments is crucial for expanding the
application domain of mobile robots. The core challenge stems from the non-availability of a …

An Online Spatial-Temporal Graph Trajectory Planner for Autonomous Vehicles

J Samiuddin, B Boulet, D Wu - IEEE Transactions on Intelligent …, 2024 - ieeexplore.ieee.org
The autonomous driving industry is expected to grow by over 20 times in the coming decade
and, thus, motivate researchers to delve into it. The primary focus of their research is to …

Two-Layer MPC Architecture for Efficient Mixed-Integer-Informed Obstacle Avoidance in Real-Time

AL Gratzer, MM Broger, A Schirrer… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Safe and efficient obstacle avoidance in complex traffic situations is a major challenge for
real-time motion control of connected and automated vehicles (CAVs). Limited processing …

A Coordinated Behavior Planning and Trajectory Planning Framework for Multi-UGVs in Unstructured Narrow Interaction Scenarios

Z Zang, X Zhang, J Song, Y Lu, Z Li… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Generating safe, smooth, and efficient trajectories is a fundamental and difficult task for
multiple unmanned ground vehicles (MUGVs) in unstructured narrow interaction scenarios …

AutoTrans: A Complete Planning and Control Framework for Autonomous UAV Payload Transportation

H Li, H Wang, C Feng, F Gao, B Zhou… - IEEE Robotics and …, 2023 - ieeexplore.ieee.org
The robotics community is increasingly interested in autonomous aerial transportation.
Unmanned aerial vehicles with suspended payloads have advantages over other systems …

Learning to Plan Maneuverable and Agile Flight Trajectory with Optimization Embedded Networks

Z Han, L Xu, F Gao - arXiv preprint arXiv:2405.07736, 2024 - arxiv.org
In recent times, an increasing number of researchers have been devoted to utilizing deep
neural networks for end-to-end flight navigation. This approach has gained traction due to its …

Collaborative Planning for Catching and Transporting Objects in Unstructured Environments

L Pei, J Lin, Z Han, L Quan, Y Cao… - IEEE Robotics and …, 2023 - ieeexplore.ieee.org
Multi-robot teams have attracted attention from industry and academia for their ability to
perform collaborative tasks in unstructured environments, such as wilderness rescue and …

A Generic Trajectory Planning Method for Constrained All-Wheel-Steering Robots

R Xin, H Liu, Y Chen, S Wang, M Liu - arXiv preprint arXiv:2404.09677, 2024 - arxiv.org
This paper presents a trajectory planning method for wheeled robots with fixed steering axes
while the steering angle of each wheel is constrained. In the past, All-Wheel-Steering (AWS) …