Machine vision based sliding fuzzy-PDC control for obstacle avoidance and object recognition of service robot platform

被引:7
作者
Mon, Yi-Jen [1 ]
机构
[1] Taoyuan Innovat Inst Technol, Dept Comp Sci & Informat Engn, Taoyuan 320, Taiwan
关键词
Robot; machine vision; sliding mode; fuzzy-PDC; obstacle avoidance; MODE CONTROL; SYSTEMS; DESIGN;
D O I
10.3233/IFS-141395
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper develops a machine vision based design method of sliding fuzzy PDC (parallel distributed compensation) controller applied to deal with obstacle avoidance and target approaching for service robot platform. Some ultrasound sensors and camera are used to get the data of surround obstacles then a new sliding surface vector based on the fuzzy-PDC concept is defined. The Lyapunov stability condition is guaranteed in this design to develop strictly robust sliding fuzzy-PDC control. The simulation results and empirical test of this controller demonstrate that the performance and robustness are satisfied.
引用
收藏
页码:1119 / 1126
页数:8
相关论文
共 21 条
[1]  
[Anonymous], 1991, Applied Nonlinear Control
[2]   A robust obstacle avoidance for service robot using Bayesian approach [J].
Budiharto, Widodo ;
Purwanto, Djoko ;
Jazidie, Achmad .
INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2011, 8 (01) :37-44
[3]  
Chao CH, 2009, INT J FUZZY SYST, V11, P183
[4]  
Chen FY, 2013, INT J INNOV COMPUT I, V9, P3437
[5]   Fuzzy-Model-Based D-Stability and Nonfragile Control for Discrete-Time Descriptor Systems With Multiple Delays [J].
Li, Fanbiao ;
Shi, Peng ;
Wu, Ligang ;
Zhang, Xian .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2014, 22 (04) :1019-1025
[6]  
Lin CM, 2009, INT J FUZZY SYST, V11, P314
[7]   ANFIS-based integral terminal sliding mode control for disturbed chaotic system [J].
Mon, Yi-Jen ;
Lin, Chih-Min .
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2014, 27 (01) :443-450
[8]   Image processing based obstacle avoidance control for mobile robot by recurrent fuzzy neural network [J].
Mon, Yi-Jen ;
Lin, Chih-Min .
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2014, 26 (06) :2747-2754
[9]   Supervisory Adaptive Network-Based Fuzzy Inference System (SANFIS) Design for Empirical Test of Mobile Robot [J].
Mon, Yi-Jen .
INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2012, 9
[10]   A modular design of Bayesian networks using expert knowledge: Context-aware home service robot [J].
Park, Han-Saem ;
Cho, Sung-Bae .
EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (03) :2629-2642