Development of Co-operative Distributed Outdoor Type Lawn Mowing System by Dynamical Task Allocation of Small-Size Robots

基于小型机器人动态任务分配的协同分布式户外割草系统开发

基本信息

  • 批准号:
    15580229
  • 负责人:
  • 金额:
    $ 2.37万
  • 依托单位:
  • 依托单位国家:
    日本
  • 项目类别:
    Grant-in-Aid for Scientific Research (C)
  • 财政年份:
    2003
  • 资助国家:
    日本
  • 起止时间:
    2003 至 2004
  • 项目状态:
    已结题

项目摘要

This project is to develop a lawn-mowing system by a group of small, cheap, and not so much precisely designed robots. The purpose is to realize reliable, efficient, and low-cost task performing system for a wide病rea outdoor task. In this research, we developed an autonomic charging system, which consists of a charging house with automatic shutter and an infrared driven homing system. This is the basis for giving autonomy for a group of robots. To allocate appropriate tasks to each robot, we developed an on-line task allocation system that performs allocation during communication by a dynamic communication channel connected by ad-hoc network. The design and tuning of the algorithm is based on an agent platform simulator by OAA architecture. The on-line connection and communication in ad-hoc network is realized by a transport protocol based on an SOAP message, which realizes rich communication involving status of machines and even for communication. Finally, we could develop an automatic fail-recovery algorithm, which is important issue of the outdoor robot designed at low cost and imprecise. The method is based on a trial-and-error recovery, with the acquisition of experience for successful escape, which then allows the robot to find an efficient way to escape for a similar situation of stuck.
This project is to develop a lawn-mowing system by a group of small, cheap, and not so much precisely designed robots. The purpose is to realize reliable, efficient, and low-cost task performing system for a wide disease outdoor task In this research we developed an autonomic charging system, which consists of a charging house with automatic shutter and an infrared driven homing system. This is the basis for giving autonomy for a group of robots. To allocate appropriate tasks to each robot, we developed an on-line task allocation system that performs allocation during communication by a dynamic communication channel connected by ad-hoc network. The design and tuning of the algorithm is based on an agent platform simulator by OAA architecture. The on-line connection and communication in ad-hoc network is realized by a transport protocol based on an SOAP message, which realizes rich communication involving status of machines and even for communication. Finally, we could develop an automatic fail-recovery algorithm, which is important issue of the outdoor robot designed at low cost and imprecise. The method is based on a trial-and-error recovery, with the acquisition of experience for successful escape, which then allows the robot to find an efficient way to escape for a similar situation of stuck.

项目成果

期刊论文数量(38)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
Design And Implementation Of An Autonomous Cooperative Robot Simulator Using The OAA Agent Platform
基于OAA Agent平台的自主协作机器人模拟器的设计与实现
強化学習による自律ロボットの脱出行動ストラテジーの獲得
使用强化学习获得自主机器人的逃生行为策略
Kota Ishizaki: "Design And Implementation Of An Autonomous Cooperative Robot Simulator Using The OAA Agent Platform"Proceedings of 8th World Multiconference on Systems, Cybernetics and Informatics. (2004)
Kota Ishizaki:“使用 OAA 代理平台设计和实现自主协作机器人模拟器”第八届世界系统、控制论和信息学多重会议论文集。
  • DOI:
  • 发表时间:
  • 期刊:
  • 影响因子:
    0
  • 作者:
  • 通讯作者:
Acquisition of Escaping Strategy for Autonomous Robots Using Reinforcement Learning
利用强化学习获取自主机器人的逃生策略
Adaptive Learning of Escaping Actions for Autonomous Mobile Robots
自主移动机器人逃生动作的自适应学习
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MIKAMI Sadayoshi其他文献

MIKAMI Sadayoshi的其他文献

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{{ truncateString('MIKAMI Sadayoshi', 18)}}的其他基金

Theoretical analysis of sole shape that stabilizes passive dynamic biped and its application to human and robot walk
稳定被动动态双足的鞋底形状理论分析及其在人类和机器人行走中的应用
  • 批准号:
    24560299
  • 财政年份:
    2012
  • 资助金额:
    $ 2.37万
  • 项目类别:
    Grant-in-Aid for Scientific Research (C)
Multiple-Strategy Based Multi-Agent Systems and Its Learning Method
基于多策略的多Agent系统及其学习方法
  • 批准号:
    07680376
  • 财政年份:
    1995
  • 资助金额:
    $ 2.37万
  • 项目类别:
    Grant-in-Aid for Scientific Research (C)

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新型低功能自主移动机器人系统可解性的提出和分析
  • 批准号:
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  • 财政年份:
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雪寒地区半自主移动机器人信息服务系统及区域信息数据库
  • 批准号:
    15K00358
  • 财政年份:
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能够根据环境和同伴属性的变化动态调整陪伴行为的自主移动机器人
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用于提高稻谷品质的自主移动机器人的研究
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    24656166
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利用概念漂移建模实现家用自主移动机器人的长期监测
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