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CLC number: S23; TP2
On-line Access: 2024-08-27
Received: 2023-10-17
Revision Accepted: 2024-05-08
Crosschecked: 0000-00-00
Cited: 6
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Path tracking control of autonomous agricultural mobile robots
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ZHU Zhong-xiang, CHEN Jun, YOSHIDA Toyofumi, TORISU Ryo, SONG Zheng-he, MAO En-rong. Path tracking control of autonomous agricultural mobile robots[J]. Journal of Zhejiang University Science A, 2007, 8(10): 1596-1603.
@article{title="Path tracking control of autonomous agricultural mobile robots",
author="ZHU Zhong-xiang, CHEN Jun, YOSHIDA Toyofumi, TORISU Ryo, SONG Zheng-he, MAO En-rong",
journal="Journal of Zhejiang University Science A",
volume="8",
number="10",
pages="1596-1603",
year="2007",
publisher="Zhejiang University Press & Springer",
doi="10.1631/jzus.2007.A1596"
}
%0 Journal Article
%T Path tracking control of autonomous agricultural mobile robots
%A ZHU Zhong-xiang
%A CHEN Jun
%A YOSHIDA Toyofumi
%A TORISU Ryo
%A SONG Zheng-he
%A MAO En-rong
%J Journal of Zhejiang University SCIENCE A
%V 8
%N 10
%P 1596-1603
%@ 1673-565X
%D 2007
%I Zhejiang University Press & Springer
%DOI 10.1631/jzus.2007.A1596
TY - JOUR
T1 - Path tracking control of autonomous agricultural mobile robots
A1 - ZHU Zhong-xiang
A1 - CHEN Jun
A1 - YOSHIDA Toyofumi
A1 - TORISU Ryo
A1 - SONG Zheng-he
A1 - MAO En-rong
J0 - Journal of Zhejiang University Science A
VL - 8
IS - 10
SP - 1596
EP - 1603
%@ 1673-565X
Y1 - 2007
PB - Zhejiang University Press & Springer
ER -
DOI - 10.1631/jzus.2007.A1596
Abstract: In a tractor automatic navigation system, path planning plays a significant role in improving operation efficiency. This study aims to create a suboptimal reference course for headland turning of a robot tractor and design a path-tracking controller to guide the robot tractor along the reference course. A time-minimum suboptimal control method was used to generate the reference turning course based on the mechanical parameters of the test tractor. A path-tracking controller consisting of both feedforward and feedback component elements was also proposed. The feedforward component was directly determined by the desired steering angle of the current navigation point on the reference course, whereas the feedback component was derived from the designed optimal controller. Computer simulation and field tests were performed to validate the path-tracking performance. Field test results indicated that the robot tractor followed the reference courses precisely on flat meadow, with average and standard lateral deviations being 0.031 m and 0.086 m, respectively. However, the tracking error increased while operating on sloping meadow due to the employed vehicle kinematic model.
[1] Al-Hasan, S., Vachtsevanos, G., 2002. Intelligent route planning for fast autonomous vehicles operating in a large natural terrain. Robot. Auton. Syst., 40:1-24.
[2] Imae, J., Hakomori, K., 1987a. A second-order algorithm for optimal control assuring the existence of Riccati solutions. Trans. Soc. Instrum. Control Eng., 23(4):92-94 (in Japanese).
[3] Imae, J., Hakomori, K., 1987b. Numerical considerations on a second-order algorithm for optimal control. Trans. Soc. Instrum. Control Eng., 23(10):95-97 (in Japanese).
[4] Keicher, R., Seufert, H., 2000. Automatic guidance for agricultural vehicles in Europe. Computers Electron. Agric., 25:169-194.
[5] Kise, M., Noguchi, N., Ishii, K., Terao, H., 2002. Field mobile robot navigated by RTK-GPS and FOG (Part 3): enhancement of turning accuracy by creating path applied with motion constrains. J. Jpn. Soc. Agric. Mach., 64(2):102-110 (in Japanese).
[6] Lu, S.F., Liu, D.W., 2002. A survey of research situation on navigation by autonomous mobile robot and its related techniques. Trans. Chin. Soc. Agric. Mach., 33(2):112-116 (in Chinese).
[7] Oksanen, T., Visala, A., 2004. Optimal Control of Tractor-trailer System in Headlands. Proc. Automation Technology for Off-road Equipment. Kyoto, Japan, p.255-263.
[8] Oksanen, T., Kosonen, S., Visala, A., 2005. Path Planning Algorithm for Field Traffic. Proc. 2005 ASAE Annual International Meeting, Paper No. 053087. Tampa, Florida.
[9] Palmer, R.J., Wild, D., Runtz, K., 2003. Improving the efficiency of field operations. Biosyst. Eng., 84(3):283-288.
[10] Reid, J.F., Zhang, Q., Noguchi, N., Dickson, M., 2000. Agricultural automatic guidance research in North America. Computers Electron. Agric., 25:155-167.
[11] Sørensen, C.G., Bak, T., Jørgensen, R.N., 2004. Mission Planner for Agricultural Robotics. Proc. AgEng 2004 Leuven, Belgium Int. Conf. on Agricultural Engineering. Abstract in Book of Abstracts, p.894-895. Full paper on CD.
[12] Torii, T., 2000. Research in autonomous agriculture vehicles in Japan. Computers Electron. Agric., 25:133-153.
[13] Torisu, R., Nakatsubo, T., Imae, J., 1996. Minimum time control problem of tractor lateral motion (Part 1). J. Jpn. Soc. Agric. Mach., 58(5):5-12 (in Japanese).
[14] Torisu, R., Tanaka, K., Imae, J., Ishikawa, T., 1997. Optimal path of headland for tractors by optimal control theory (Part 1). J. Jpn. Soc. Agric. Mach., 59(4):3-10 (in Japanese).
[15] Torisu, R., Tanaka, K., Imae, J., 1998. Optimal path of headland for tractors by optimal control theory (Part 2). J. Jpn. Soc. Agric. Mach., 60(3):45-53 (in Japanese).
[16] Willrodt, F.L., 1924. Steering Attachment for Tractors. US Patent No. 1506706.
[17] Wilson, J.N., 2000. Guidance of agricultural vehicles—a historical perspective. Computers Electron. Agric., 25:3-9.
[18] Zhang, Q., Qiu, H., 2004. A dynamic path search algorithm for tractor automatic navigation. Trans. ASAE, 47(2):639-646.
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