〔閲覧〕【著作】(Dwi Arman Prasetya/[安野 卓]/[鈴木 浩司]/[桑原 明伸]/Cooperative Control System of Multiplw Mobile Robots Using Particle Swarm Optimization with Obstacle Avoidance for Tracking Target/[Journal of Signal Processing])
(英) Cooperative Control System of Multiplw Mobile Robots Using Particle Swarm Optimization with Obstacle Avoidance for Tracking Target (日)
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(英) This paper proposes a cooperative control system with obstacle avoidance for multiple mobile robots using particle swarm optimization (PSO) in an unknown environment to perform tasks that are difficult for a single robot to accomplish. The problem considered in this paper is the exploration of an unknown environment with the goal of finding and tracking targets using multiple mobile robots. The mobile robots only have basic information about the position of other mobile robots and the relative distances between mobile robots and target. PSO has been demonstrated to be a useful algorithm for tracking target ap- plications for multiple mobile robots in unknown environments. The experimental results demonstrate the validity of the proposed cooperative control system with obstacle avoidance of multiple mobile robots that track targets. (日) 本論文は,未知環境においてタスク達成が可能な群ロボットのための障害物回避機能を有するParticle Swarm Optimization (PSO)を用いた協調制御システムを提案したものである.各々のロボットは基本的な情報として自身の位置,他のロボットの位置,ターゲット(搬送対象)までの相対距離のみを与えられ,ゴール(ターゲットの搬送場所)を探索しながら互いに協調しながらタスク(ターゲットの搬送)を達成することができる.PSOはリアルタイムに実行され,提案システムの有用性は実機を用いた実験により検証されている.
ISSN: 1342-6230
(pISSN: 1342-6230, eISSN: 1880-1013) Title: Journal of Signal Processing Supplier: 信号処理学会 Publisher: Research Institute of Signal Processing (J-STAGE) (CrossRef)
(No Scopus information.)
Prasetya Arman Dwi, Takashi Yasuno, Hiroshi SuzukiandAkinobu Kuwahara : Cooperative Control System of Multiplw Mobile Robots Using Particle Swarm Optimization with Obstacle Avoidance for Tracking Target, Journal of Signal Processing, 17, 5, 199-206, 2013.
欧文冊子 ●
Prasetya Arman Dwi, Takashi Yasuno, Hiroshi SuzukiandAkinobu Kuwahara : Cooperative Control System of Multiplw Mobile Robots Using Particle Swarm Optimization with Obstacle Avoidance for Tracking Target, Journal of Signal Processing, 17, 5, 199-206, 2013.
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