Path tracking control method for tracked agricultural vehicles based on slip-aware look-ahead point offset

The results confirm that incorporating slip estimation and slip-aware target-point offset compensation effectively enhances path-tracking accuracy and robustness for tracked agricultural vehicles operating on soft and high-slip terrain. The proposed lightweight control framework provides a practical and reliable solution for autonomous navigation and plant-protection operations in complex farmland environments.

Authors

Institutions

Publication Details

Journal
Frontiers in Plant Science
Published
2026-01-05
DOI
https://doi.org/10.3389/fpls.2025.1754679
Primary Topic
Control and Dynamics of Mobile Robots
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Path tracking control method for tracked agricultural vehicles based on slip-aware look-ahead point offset

Huanyu Liu, Zhihang Han, Junwei Lucas Bao, Jian Mu et al.
Frontiers in Plant Science
Control and Dynamics of Mobile Robots
article

Path tracking control method for tracked agricultural vehicles based on slip-aware look-ahead point offset

Huanyu Liu, Zhihang Han, Junwei Lucas Bao, Jian Mu, Hewen Tan, Jiaqin Yin, Xiangnan Liu
article en

Abstract

The results confirm that incorporating slip estimation and slip-aware target-point offset compensation effectively enhances path-tracking accuracy and robustness for tracked agricultural vehicles operating on soft and high-slip terrain. The proposed lightweight control framework provides a practical and reliable solution for autonomous navigation and plant-protection operations in complex farmland environments.

Frontiers in Plant ScienceVol. 16
Xihua University (CN), Inner Mongolia Academy of Agricultural & Animal Husbandry Sciences (CN)
National Natural Science Foundation of China, Xihua University, Natural Science Foundation of Sichuan Province
Zero hunger
Openalex Percentile: Top 97%
Control and Dynamics of Mobile Robots
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.