多机器人系统中最佳区域覆盖和连接的协作方法

Zineb Laouici, Mami Mohammed Amine, Khelfi Mohamed Fayçal
{"title":"多机器人系统中最佳区域覆盖和连接的协作方法","authors":"Zineb Laouici, Mami Mohammed Amine, Khelfi Mohamed Fayçal","doi":"10.1109/ICAR.2015.7251452","DOIUrl":null,"url":null,"abstract":"This paper addresses the problem of covering an open area by using multiple robots. Our paper proposes a heuristic algorithm to maximize area coverage of mobile robots team and maintain connectivity. This algorithm adopts the principle of spreading a wave in order to guide the movements of robots. This wave starts from a point and spreading in regular way. So in each step, the central robot builds a wave around it using the adequate robots from its direct neighbors. The mobile robots coordinate to determine the next destinations to reach, so the coverage time and traveled distance is minimized. Also the robots network has less overhead messages because each robot communicates only with it directs neighbors. We present also an approach for self-redeployment in case of failure. The simulation results are presented to validate the performance of our approach.","PeriodicalId":432004,"journal":{"name":"2015 International Conference on Advanced Robotics (ICAR)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2015-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":"{\"title\":\"Cooperative approach for an optimal area coverage and connectivity in multi-robot systems\",\"authors\":\"Zineb Laouici, Mami Mohammed Amine, Khelfi Mohamed Fayçal\",\"doi\":\"10.1109/ICAR.2015.7251452\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper addresses the problem of covering an open area by using multiple robots. Our paper proposes a heuristic algorithm to maximize area coverage of mobile robots team and maintain connectivity. This algorithm adopts the principle of spreading a wave in order to guide the movements of robots. This wave starts from a point and spreading in regular way. So in each step, the central robot builds a wave around it using the adequate robots from its direct neighbors. The mobile robots coordinate to determine the next destinations to reach, so the coverage time and traveled distance is minimized. Also the robots network has less overhead messages because each robot communicates only with it directs neighbors. We present also an approach for self-redeployment in case of failure. The simulation results are presented to validate the performance of our approach.\",\"PeriodicalId\":432004,\"journal\":{\"name\":\"2015 International Conference on Advanced Robotics (ICAR)\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-07-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"9\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2015 International Conference on Advanced Robotics (ICAR)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICAR.2015.7251452\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 International Conference on Advanced Robotics (ICAR)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICAR.2015.7251452","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 9

摘要

本文解决了使用多个机器人覆盖开放区域的问题。本文提出了一种启发式算法来最大化移动机器人团队的区域覆盖并保持连通性。该算法采用传播波的原理来引导机器人的运动。这个波从一个点开始,以规则的方式传播。因此,在每一步中,中央机器人利用其直接邻居的足够数量的机器人在它周围制造一个波。移动机器人协调确定下一个要到达的目的地,从而使覆盖时间和行进距离最小化。此外,机器人网络的开销信息较少,因为每个机器人只与它指导的邻居通信。我们还提出了一种在失败情况下自我重新部署的方法。仿真结果验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Cooperative approach for an optimal area coverage and connectivity in multi-robot systems
This paper addresses the problem of covering an open area by using multiple robots. Our paper proposes a heuristic algorithm to maximize area coverage of mobile robots team and maintain connectivity. This algorithm adopts the principle of spreading a wave in order to guide the movements of robots. This wave starts from a point and spreading in regular way. So in each step, the central robot builds a wave around it using the adequate robots from its direct neighbors. The mobile robots coordinate to determine the next destinations to reach, so the coverage time and traveled distance is minimized. Also the robots network has less overhead messages because each robot communicates only with it directs neighbors. We present also an approach for self-redeployment in case of failure. The simulation results are presented to validate the performance of our approach.
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
自引率
0.00%
发文量
0
×
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