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带模糊防滑控制的深海机器人速度预测跟踪
引用本文:王随平,李燕,朱燕春. 带模糊防滑控制的深海机器人速度预测跟踪[J]. 自动化与仪表, 2007, 22(3): 17-20,79
作者姓名:王随平  李燕  朱燕春
作者单位:中南大学,信息科学与工程学院,长沙,410083
摘    要:面向深海“稀软底”作业机器人提出一种基于模糊控制的防滑控制方法,并采用带参数自校正模块的变维灰色预测控制器进行速度跟踪控制。防滑控制器能增强深海机器人的行驶速度与沉积物特性匹配,有效抑制作业机器人两侧履带的打滑,保证机器人在极限海底沉积物上安全行走作业。带自校正模块的变维预测速度跟踪算法,与单纯的PID速度跟踪、不带自校正模块的预测速度跟踪、不变维带自校正模块的预测速度跟踪相比,具有更好的速度跟踪性能和自适应性。仿真结果表明了算法的有效性。

关 键 词:深海机器人  防滑  模糊控制  变维灰色预测控制  参数自校正
文章编号:1001-9944(2007)03-0017-04
修稿时间:2006-09-062007-01-18

Predictive Velocity-tracking of Deep-sea Robot with Fuzzy Anti-slipping Controller
WANG Sui-ping,LI Yan,ZHU Yan-chun. Predictive Velocity-tracking of Deep-sea Robot with Fuzzy Anti-slipping Controller[J]. Automation and Instrumentation, 2007, 22(3): 17-20,79
Authors:WANG Sui-ping  LI Yan  ZHU Yan-chun
Affiliation:School of Information Science and Engineering, Central South University, Changsha 410083, China
Abstract:For the working robot tracking on the deep-sea sediment,an anti-slipping controller based on fuzzy control is presented in this paper,and dimension-changed gray prediction with a parameter self-reverse model is used to track the given velocity. The tracking velocity of the deep-sea robot and the characters of the sediment can be matched by the anti-slipping controller,which can restrain the skip of the two tracks besides the robot;The dimension-changed gray prediction with a parameter self-reverse module do have a better tracking performance and self- adaptability,compared with simple PID velocity tracking,predictive velocity tracking system without the parameter self-reverse module,and the demension-fixed predictive velocity tracking system with the parameter self-reverse module. The simulated results shows the validity of the algorithm.
Keywords:deep-sea robot   anti-slipping   fuzzy control    dimension-changed gray prediction control    parameter self-reverse
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