Optimization-Based Motion Planning for Autonomous Agricultural Vehicles Turning in Constrained Headlands

08/02/2023
by   Chen Peng, et al.
0

Headland maneuvering is a crucial aspect of unmanned field operations for autonomous agricultural vehicles (AAVs). While motion planning for headland turning in open fields has been extensively studied and integrated into commercial auto-guidance systems, the existing methods primarily address scenarios with ample headland space and thus may not work in more constrained headland geometries. Commercial orchards often contain narrow and irregularly shaped headlands, which may include static obstacles,rendering the task of planning a smooth and collision-free turning trajectory difficult. To address this challenge, we propose an optimization-based motion planning algorithm for headland turning under geometrical constraints imposed by field geometry and obstacles.

READ FULL TEXT

page 1

page 2

page 4

page 5

page 8

page 9

page 10

page 11

research
09/30/2022

Spatio-temporal Motion Planning for Autonomous Vehicles with Trapezoidal Prism Corridors and Bézier Curves

Safety-guaranteed motion planning is critical for self-driving cars to g...
research
07/31/2023

Kinodynamic Motion Planning via Funnel Control for Underactuated Unmanned Surface Vehicles

We develop an algorithm to control an underactuated unmanned surface veh...
research
08/14/2021

Constrained Iterative LQG for Real-Time Chance-Constrained Gaussian Belief Space Planning

Motion planning under uncertainty is of significant importance for safet...
research
11/03/2021

Realtime Trajectory Smoothing with Neural Nets

In order to safely and efficiently collaborate with humans, industrial r...
research
08/31/2022

Optimization-based Motion Planning for Multirotor Aerial Vehicles: a Review

In general, optimal motion planning can be performed both as local and a...
research
02/27/2020

Efficient Multi-Agent Motion Planning in Continuous Workspaces Using Medial-Axis-Based Swap Graphs

We present an algorithm for homogeneous, labeled, and disk-shaped multi-...
research
02/05/2023

Space-Time Conflict Spheres for Constrained Multi-Agent Motion Planning

Multi-agent motion planning (MAMP) is a critical challenge in applicatio...

Please sign up or login with your details

Forgot password? Click here to reset