巡逻任务中机器人群的层次控制与子群形成

Q3 Engineering
Kazuho Kobayashi, Takehiro Higuchi, Seiya Ueno
{"title":"巡逻任务中机器人群的层次控制与子群形成","authors":"Kazuho Kobayashi, Takehiro Higuchi, Seiya Ueno","doi":"10.18178/ijmerr.12.5.258-263","DOIUrl":null,"url":null,"abstract":"—Supervision and interventions by operators are essential but restrictive factors for robotic swarm operations, whereas they may also enhance system capability. With the aim of demonstrating this positive effect, this research proposes the hierarchical organization and subgroup forming of robotic swarms for effective use of the interventions. Each robot acts as one of four roles and organizes the swarm hierarchically according to its respective role. The interventions are modelized as instructions to inform the required number of robots to handle a task during patrol missions. The instructions propagate among robots to form a subgroup with the required number of robots and handle the task while the remained robots continue patrolling. The tasks are highly simplified, only requiring the robots to stay nearby each task for a certain period. Simulation results showed that the proposed scheme improved performance regarding the number of completed tasks and required time for each task during patrol missions. The results quantitatively demonstrated that the supervision and interventions on robotic swarms might enhance their capabilities.","PeriodicalId":37784,"journal":{"name":"International Journal of Mechanical Engineering and Robotics Research","volume":"122 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Hierarchical Control and Subgroup Formation for the Robotic Swarms in Patrol Missions\",\"authors\":\"Kazuho Kobayashi, Takehiro Higuchi, Seiya Ueno\",\"doi\":\"10.18178/ijmerr.12.5.258-263\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"—Supervision and interventions by operators are essential but restrictive factors for robotic swarm operations, whereas they may also enhance system capability. With the aim of demonstrating this positive effect, this research proposes the hierarchical organization and subgroup forming of robotic swarms for effective use of the interventions. Each robot acts as one of four roles and organizes the swarm hierarchically according to its respective role. The interventions are modelized as instructions to inform the required number of robots to handle a task during patrol missions. The instructions propagate among robots to form a subgroup with the required number of robots and handle the task while the remained robots continue patrolling. The tasks are highly simplified, only requiring the robots to stay nearby each task for a certain period. Simulation results showed that the proposed scheme improved performance regarding the number of completed tasks and required time for each task during patrol missions. The results quantitatively demonstrated that the supervision and interventions on robotic swarms might enhance their capabilities.\",\"PeriodicalId\":37784,\"journal\":{\"name\":\"International Journal of Mechanical Engineering and Robotics Research\",\"volume\":\"122 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Mechanical Engineering and Robotics Research\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.18178/ijmerr.12.5.258-263\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"Engineering\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Mechanical Engineering and Robotics Research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.18178/ijmerr.12.5.258-263","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Engineering","Score":null,"Total":0}
引用次数: 0

摘要

本文章由计算机程序翻译,如有差异,请以英文原文为准。
Hierarchical Control and Subgroup Formation for the Robotic Swarms in Patrol Missions
—Supervision and interventions by operators are essential but restrictive factors for robotic swarm operations, whereas they may also enhance system capability. With the aim of demonstrating this positive effect, this research proposes the hierarchical organization and subgroup forming of robotic swarms for effective use of the interventions. Each robot acts as one of four roles and organizes the swarm hierarchically according to its respective role. The interventions are modelized as instructions to inform the required number of robots to handle a task during patrol missions. The instructions propagate among robots to form a subgroup with the required number of robots and handle the task while the remained robots continue patrolling. The tasks are highly simplified, only requiring the robots to stay nearby each task for a certain period. Simulation results showed that the proposed scheme improved performance regarding the number of completed tasks and required time for each task during patrol missions. The results quantitatively demonstrated that the supervision and interventions on robotic swarms might enhance their capabilities.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
2.80
自引率
0.00%
发文量
25
期刊介绍: International Journal of Mechanical Engineering and Robotics Research. IJMERR is a scholarly peer-reviewed international scientific journal published bimonthly, focusing on theories, systems, methods, algorithms and applications in mechanical engineering and robotics. It provides a high profile, leading edge forum for academic researchers, industrial professionals, engineers, consultants, managers, educators and policy makers working in the field to contribute and disseminate innovative new work on Mechanical Engineering and Robotics Research.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信