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基于模糊自适应纯追踪模型的农业机械路径跟踪方法
Alternative TitleAgricultural Machine Path Tracking Method Based on Fuzzy Adaptive Pure Pursuit Model
李逃昌; 胡静涛; 高雷; 刘晓光; 白晓平
Department信息服务与智能控制技术研究室
Source Publication农业机械学报
ISSN1000-1298
2013
Volume44Issue:1Pages:205-210
Indexed ByEI ; CSCD
EI Accession number20130616000207
CSCD IDCSCD:4737987
Contribution Rank1
Funding Organization“十二五”国家科技支撑计划资助项目(2011BAD20B06);; 中国科学院知识创新工程重要方向资助项目(KGCX2-YW-138)
Keyword农业机械 导航 路径跟踪 纯追踪模型 模糊自适应控制
Abstract为了提高农业机械自动导航控制系统的精度,提出了一种基于模糊自适应纯追踪模型的农业机械路径跟踪方法。该方法基于纯追踪模型进行农业机械路径跟踪控制,结合农业机械运动学模型来确定车轮期望转向角;采用模糊自适应控制在线自适应地确定纯追踪模型中的前视距离,提高了路径跟踪的精度。农业机械的路径跟踪实验结果表明,路径跟踪的最大误差不超过10 cm,平均误差小于5 cm,完全满足农业机械的作业要求,验证了提出方法的可行性和有效性。
Other AbstractIn order to improve the precision of a navigation control system for agricultural machines,the research on the path tracking method that is the core of an agricultural machine navigation system was carried out. An agricultural machine path tracking method based on fuzzy adaptive pure pursuit model was proposed. The method utilized pure pursuit method to conduct the path tracking control and determined the desired steering angle by combining with the agricultural machine kinematic model. The method made use of fuzzy adaptive control to find out the look-ahead distance online and adaptively,thus the path tracking precision gets enhanced. The results of the path tracking experiment for the agricultural machine show that the max tracking error is within 10 cm and the mean error is no more than 5 cm,so the proposed method can completely satisfy the operation requirement of agricultural machines and the feasibility and effectiveness of the method was verified.
Language中文
Citation statistics
Cited Times:25[CSCD]   [CSCD Record]
Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/10592
Collection信息服务与智能控制技术研究室
Affiliation1.中国科学院沈阳自动化研究所
2.中国科学院大学
Recommended Citation
GB/T 7714
李逃昌,胡静涛,高雷,等. 基于模糊自适应纯追踪模型的农业机械路径跟踪方法[J]. 农业机械学报,2013,44(1):205-210.
APA 李逃昌,胡静涛,高雷,刘晓光,&白晓平.(2013).基于模糊自适应纯追踪模型的农业机械路径跟踪方法.农业机械学报,44(1),205-210.
MLA 李逃昌,et al."基于模糊自适应纯追踪模型的农业机械路径跟踪方法".农业机械学报 44.1(2013):205-210.
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