Development of intelligent vision fusion based autonomous soccer robot

Chung Hsien Kuo*, Chun Ming Yang, Fang Chung Yang

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

6 Scopus citations

Abstract

This paper proposes the hands-on implementations of the "Formosa middle size soccer robot", which is developed based on the Intelligent vision fusion sensing architecture. The proposed autonomous soccer robot consists of the mechanical platform, motion control module, "MapCam360" omni-directional vision module, front vision module, image processing and recognition module, investigated target object positioning and real coordinate reconstruction, robot path planning, subgoal definition, competition strategies, and obstacle avoidance. Especially, in order to increase the robustness of the vision sensing, the catadioptric omni-directional and front vision modules are dynamically switched according to the ball recognition results of the omni-directional camera. The previous mentioned hardware and software modules and components are all integrated, and the control modes are fused based on the relationships among the positions of the enemy robot, ball, goal, and field boundaries. In order to increase the motility and attackability, we design the dribbling and kicking mechanisms. In addition, the PC-based soccer robot controller is developed based on the embedded Linux platform. The motion control uses the Mitsubishi AC-servo motors and controllers to achieve higher reliability. Finally, the physical robot had been finished and tested, and we also validate the functional performance of "Formosa Middle size soccer robot" in terms of participating the "2004 Taiwan's annual middle size soccer robot competition".

Original languageEnglish
Title of host publicationProceedings of the 2005 IEEE International Conference on Mechatronics, ICM '05
Pages124-129
Number of pages6
DOIs
StatePublished - 2005
Event2005 IEEE International Conference on Mechatronics, ICM '05 - Taipei, Taiwan
Duration: 10 07 200512 07 2005

Publication series

NameProceedings of the 2005 IEEE International Conference on Mechatronics, ICM '05
Volume2005

Conference

Conference2005 IEEE International Conference on Mechatronics, ICM '05
Country/TerritoryTaiwan
CityTaipei
Period10/07/0512/07/05

Keywords

  • Image processing and recognition
  • Image servo tracking
  • Intelligent vision fusion
  • Middle size soccer robot
  • Omni-directional vision

Fingerprint

Dive into the research topics of 'Development of intelligent vision fusion based autonomous soccer robot'. Together they form a unique fingerprint.

Cite this