集群机器人研究综述

被引:47
作者
王伟嘉
郑雅婷
林国政
张亮
韩战钢
机构
[1] 北京师范大学系统科学学院
关键词
集群机器人; 集群行为; 集群智能; 多机器人系统; 协同控制;
D O I
10.13973/j.cnki.robot.190009
中图分类号
TP242 [机器人];
学科分类号
1111 ;
摘要
首先,给出了集群机器人的定义与基本特征,概括了相对于传统多机器人控制方法的优势.然后,总结了集群机器人的主要设计与分析方法.将集群机器人研究归纳为空间组织、集群导航、集群决策以及其他集群行为等4类,综述了各类别近十年的主要研究成果.最后,分析总结了当前集群机器人研究面临的挑战与关键科学问题,并对未来发展方向进行了展望.
引用
收藏
页码:232 / 256
页数:25
相关论文
共 37 条
[1]  
Supervised morphogenesis: Exploiting morphological flexibility of self-assembling multirobot systems through cooperation with aerial robots[J] . Nithin Mathews,Anders Lyhne Christensen,Alessandro Stranieri,Alexander Scheidler,Marco Dorigo.Robotics and Autonomous Systems . 2018
[2]  
Self-organization in aggregating robot swarms: A DW-KNN topological approach[J] . Belkacem Khaldi,Fouzi Harrou,Foudil Cherif,Ying Sun.BioSystems . 2018
[3]   Evolution of Self-Organized Task Specialization in Robot Swarms [J].
Ferrante, Eliseo ;
Turgut, Ali Emre ;
Duenez-Guzman, Edgar ;
Dorigo, Marco ;
Wenseleers, Tom .
PLOS COMPUTATIONAL BIOLOGY, 2015, 11 (08)
[4]  
Containment control of networked autonomous underwater vehicles with model uncertainty and ocean disturbances guided by multiple leaders[J] . Zhouhua Peng,Dan Wang,Yang Shi,Hao Wang,Wei Wang.Information Sciences . 2015
[5]   Decentralised Standoff Tracking of Moving Targets Using Adaptive Sliding Mode Control for UAVs [J].
Oh, Hyondong ;
Kim, Seungkeun ;
Tsourdos, Antonios ;
White, Brian A. .
JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2014, 76 (01) :169-183
[6]  
Cache consensus: rapid object sorting by a robotic swarm[J] . Andrew Vardy,Gregory Vorobyev,Wolfgang Banzhaf.Swarm Intelligence . 2014 (1)
[7]  
Edge-weighted consensus-based formation control strategy with collision avoidance[J] . Riccardo Falconi,Lorenzo Sabattini,Cristian Secchi,Cesare Fantuzzi,Claudio Melchiorri.Robotica . 2014 (2)
[8]   Self-organized task allocation to sequentially interdependent tasks in swarm robotics [J].
Brutschy, Arne ;
Pini, Giovanni ;
Pinciroli, Carlo ;
Birattari, Mauro ;
Dorigo, Marco .
AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS, 2014, 28 (01) :101-125
[9]  
A nonlocal kinetic model for predator–prey interactions[J] . R. C. Fetecau,J. Meskas.Swarm Intelligence . 2013 (4)
[10]  
Swarm robotics: a review from the swarm engineering perspective[J] . Manuele Brambilla,Eliseo Ferrante,Mauro Birattari,Marco Dorigo.Swarm Intelligence . 2013 (1)