Title :
Intelligent system for intercepting moving objects
Author :
Kawempy, Ivan ; Ragavan, S. Veera ; How, Khoo Boon
Author_Institution :
Sch. of Eng., Monash Univ., Bandar Sunway, Malaysia
Abstract :
This paper presents an intelligent system for intercepting moving objects. Air hockey is an interesting table game for two players competing to score the opponent´s goal. A movement interceptor that consists of vision system, prediction-decision system and Servo pneumatics system has been developed and tested to intercept a moving puck in a prototype of air hockey game. The movement of the object is tracked with a vision system which uses a low cost USB web camera. Statistical background modeling is used to identify the objects position. Object centroid from vision system is used to predict the movement trajectory. Straight line movement estimation method is used to estimate the position where the object will arrive on the other end to be intercepted. Output of prediction i.e. target position is used to drive double acting cylinder in the pneumatics system to intercept the moving object. In order to reach the target position accurately with shortest time possible, embedded PID controller was developed. Simulation and experimental results shows that the prototype built is capable of intercepting objects moving at slow to medium speeds.
Keywords :
cameras; decision making; image sensors; intelligent robots; mobile robots; motion estimation; multi-robot systems; pneumatic systems; position control; robot vision; servomechanisms; sport; three-term control; USB Web camera; air hockey game; double acting cylinder; embedded PID controller; intelligent system; interesting table game; moving object interceptor; object centroid; object position identification; prediction-decision system; servopneumatics system; statistical background modeling; straight line movement estimation method; vision system; Cameras; Estimation; Lighting; Machine vision; Pneumatic systems; Robot sensing systems; Air hockey; Intelligent tracking system; Prediction-Decision System; Servo Pneumatics; Vision System;
Conference_Titel :
Recent Advances in Intelligent Computational Systems (RAICS), 2011 IEEE
Conference_Location :
Trivandrum
Print_ISBN :
978-1-4244-9478-1
DOI :
10.1109/RAICS.2011.6069418