A common reference object concept to cooperative transportation

Xin Yang, Keigo Watanabe, Kiyotaka Izumi, Kazuo Kiguchi

Research output: Contribution to journalConference article

3 Citations (Scopus)

Abstract

A concept called "common reference object" is proposed for cooperatively transportation and a decentralized system consisting of multiple noholonomic mobile robots is constructed to demonstrate the present concept. In this system, one agent acts as the leader, which is able to plan and manipulate the omnidirectional motion of the object. Other agents referred to as followers are equipped with compliance arms and cooperatively transport the object by keeping a constant position relative to the object. During transportation operation, the leader robot can not only plan the motion of the object but also broadcast the local velocity of the object to other agents. Then, each follower receives such information and generates its own velocity in the local coordinate using a mapping process. In this paper, neural network (NN) and genetic algorithm (GA) are tested in identifying the mapping process. Simulation results show a good performance of the present system.

Original languageEnglish
Pages (from-to)515-520
Number of pages6
JournalProceedings - IEEE International Conference on Robotics and Automation
Volume1
Publication statusPublished - Dec 9 2003
Event2003 IEEE International Conference on Robotics and Automation - Taipei, Taiwan, Province of China
Duration: Sep 14 2003Sep 19 2003

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Mobile robots
Genetic algorithms
Robots
Neural networks
Compliance

All Science Journal Classification (ASJC) codes

  • Software
  • Control and Systems Engineering
  • Artificial Intelligence
  • Electrical and Electronic Engineering

Cite this

A common reference object concept to cooperative transportation. / Yang, Xin; Watanabe, Keigo; Izumi, Kiyotaka; Kiguchi, Kazuo.

In: Proceedings - IEEE International Conference on Robotics and Automation, Vol. 1, 09.12.2003, p. 515-520.

Research output: Contribution to journalConference article

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