RELINK: Real-Time Line-of-Sight-Based Deployment Framework of Multi-Robot for Maintaining a Communication Network

被引:2
作者
Xia, Lijia [1 ]
Deng, Beiming [1 ]
Pan, Jie [1 ]
Zhang, Xiaoxun [1 ]
Duan, Peiming [1 ]
Zhou, Boyu [2 ]
Cheng, Hui [1 ]
机构
[1] Sun Yat Sen Univ, Sch Comp Sci & Engn, Guangzhou 510006, Peoples R China
[2] Sun Yat Sen Univ, Sch Artificial Intelligence, Zhuhai 519082, Peoples R China
关键词
Networked robots; aerial systems; applications; computational geometry; ROBUST; EXPLORATION; COVERAGE; SYSTEMS;
D O I
10.1109/LRA.2023.3326656
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
In this letter, we study the problem of using mobile robots as relay nodes to keep moving clients and a fixed base station connected. Some applications, such as exploration and rescue, require this problem to be solved. However, existing methods are computationally time-consuming and insufficient to be deployed in real time due to the combinatorial nature of the problem. To bridge this gap, RELINK, a real-time line-of-sight-based deployment framework for communication maintenance using a multi-robot system is proposed. The framework firstly adopts a tree spanning algorithm to get a feasible guiding tree in the discretized space. The combinatorial nature of the problem is hence eliminated by the guiding tree, and a minimum-communication-loss and energy-efficient solution is generated using the star convex polytope-based optimization. Extensive simulations and real-world experiments demonstrate the feasibility and efficiency of the proposed method.
引用
收藏
页码:8152 / 8159
页数:8
相关论文
共 31 条
[1]   Multirobot Exploration of Communication-Restricted Environments: A Survey [J].
Amigoni, Francesco ;
Banfi, Jacopo ;
Basilico, Nicola .
IEEE INTELLIGENT SYSTEMS, 2017, 32 (06) :48-57
[2]   Trajectory Optimization and Situational Analysis Framework for Autonomous Overtaking With Visibility Maximization [J].
Andersen, Hans ;
Alonso-Mora, Javier ;
Eng, You Hong ;
Rus, Daniela ;
Ang, Marcelo H. Jr Jr .
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2020, 5 (01) :7-20
[3]   A Survey on the autonomous exploration of confined subterranean spaces: Perspectives from real-word and industrial robotic deployments [J].
Azpurua, Hector ;
Saboia, Maira ;
Freitas, Gustavo M. ;
Clark, Lillian ;
Agha-mohammadi, Ali-akbar ;
Pessin, Gustavo ;
Campos, Mario F. M. ;
Macharet, Douglas G. .
ROBOTICS AND AUTONOMOUS SYSTEMS, 2023, 160
[4]  
Banfi J, 2018, IEEE INT C INT ROBOT, P3757, DOI 10.1109/IROS.2018.8593532
[5]   The Quickhull algorithm for convex hulls [J].
Barber, CB ;
Dobkin, DP ;
Huhdanpaa, H .
ACM TRANSACTIONS ON MATHEMATICAL SOFTWARE, 1996, 22 (04) :469-483
[6]   Computing Large Convex Regions of Obstacle-Free Space Through Semidefinite Programming [J].
Deits, Robin ;
Tedrake, Russ .
ALGORITHMIC FOUNDATIONS OF ROBOTICS XI, 2015, 107 :109-124
[7]  
F. Lab, 2021, An open-source L-BFGS solver
[8]   Robust Control for Mobility and Wireless Communication in Cyber-Physical Systems With Application to Robot Teams [J].
Fink, Jonathan ;
Ribeiro, Alejandro ;
Kumar, Vijay .
PROCEEDINGS OF THE IEEE, 2012, 100 (01) :164-178
[9]   Experimental Characterization of Radio Signal Propagation in Indoor Environments with Application to Estimation and Control [J].
Fink, Jonathan ;
Michael, Nathan ;
Kushleyev, Alex ;
Kumar, Vijay .
2009 IEEE-RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, 2009, :2834-2839
[10]   Thinning out Steiner trees: a node-based model for uniform edge costs [J].
Fischetti M. ;
Leitner M. ;
Ljubić I. ;
Luipersbeck M. ;
Monaci M. ;
Resch M. ;
Salvagnin D. ;
Sinnl M. .
Mathematical Programming Computation, 2017, 9 (02) :203-229