Intelligent Controller for Mobile Robot Based on Heuristic rule Base Network

被引:0
作者
Kumar, Singh Mukesh [1 ]
Kumar, Mishra Deepak [2 ]
Dayal, Parhi R. [3 ]
Prasad, Singh Mahendra [4 ]
机构
[1] Govt Engn Coll, Dept Mech Engn, Bilaspur, CG, India
[2] Ravishankar Inst Technol & Management, Dept Mech Engn, Raipur, Madhya Pradesh, India
[3] Natl Inst Technol, Dept Mech Engn, Rourkela, Orissa, India
[4] Priyadrashani Coll Eng, Dept Mech Engn, Nagpur, Maharashtra, India
来源
MEMS, NANO AND SMART SYSTEMS, PTS 1-6 | 2012年 / 403-408卷
关键词
Mobile robot; rule base network; back propagation algorithm; NAVIGATION;
D O I
10.4028/www.scientific.net/AMR.403-408.4777
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 is related to the human perception based idea by using heuristic information for the navigation of mobile robots in cluttered dynamic environments which provides a general, robust, safe and optimized path. The heuristic rule base network consists of a simple algorithm which makes predefined estimation function very smaller. The estimation function should be adequately defined for desired movement in the environments. A navigation system using rule based technique that allows a mobile robot to travel in an environment about, which the robot has no prior knowledge. This heuristic rule is applied in conjunction with artificial neural network. The proposed intelligent controller provides an optimum trajectory which increases the effectiveness of a mobile robot. A series of simulations test has been conducted to show the effectiveness of the proposed algorithm.
引用
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页码:4777 / +
页数:3
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