Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
6540974 | Computers and Electronics in Agriculture | 2013 | 8 Pages |
Abstract
This paper deals with time-optimal control for the row guidance system of an autonomous field robot with differential drive. The movement of the robot is concretely constrained by the plant cultivation environment. A time-optimal differential velocity profile is generated based on optimal control theory to eliminate any initial error or tracking deviation. To allow for an efficient implementation on a micro-processor, a substitute controller is suggested to perform the minimum-time guidance task. The substitute with a cascade structure is proposed using PID algorithms. The computational efficiency is consequently improved and the system is more convenient to be carried out on a micro-processor. The performance of the proposed substitute system is investigated through numerical studies by comparison with the time-optimal controller. Experiments are comprehensively conducted indoors and outdoors to evaluate the proposed row guidance regime. The results show the satisfactory performance and efficiency with a high precision of ±3cm in the field.
Related Topics
Physical Sciences and Engineering
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Computer Science Applications
Authors
Fuhong Dong, Olaf Petzold, Wolfgang Heinemann, Roland Kasper,