Multi-agent navigation in human-shared environments: A safe and socially-aware approach

被引:12
作者
Boldrer, Manuel [1 ]
Antonucci, Alessandro [2 ]
Bevilacqua, Paolo [2 ]
Palopoli, Luigi [2 ]
Fontanelli, Daniele [1 ]
机构
[1] Univ Trento, Dept Ind Engn DII, Via Sommar 9, Trento, Italy
[2] Univ Trento, Dept Informat Engn & Comp Sci DISI, Via Sommar 9, Trento, Italy
关键词
Multi-robot navigation; Socially-aware navigation; Distributed systems; ROBOT NAVIGATION; VELOCITY OBSTACLE; COVERAGE CONTROL; MOBILE; ALGORITHMS; FRAMEWORK;
D O I
10.1016/j.robot.2021.103979
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The paper addresses the problem of multi-robot navigation in human shared spaces. We propose a hierarchical framework that combines global path planning, local path planning and reactive strategies, ensuring a safe and socially-aware navigation. We show through several tests and extensive experiments with a real robotic implementation that our combination of solutions delivers excellent results in terms of robustness and performance even in challenging natural scenarios. (c) 2021 Elsevier B.V. All rights reserved.
引用
收藏
页数:14
相关论文
共 46 条
[1]  
Alonso-Mora J, 2013, SPRINGER TRAC ADV RO, V83, P203
[2]   Efficient Prediction of Human Motion for Real-Time Robotics Applications With Physics-Inspired Neural Networks [J].
Antonucci, Alessandro ;
Papini, Gastone Pietro Rosati ;
Bevilacqua, Paolo ;
Palopoli, Luigi ;
Fontanelli, Daniele .
IEEE ACCESS, 2022, 10 :144-157
[3]  
Antonucci A, 2018, IEEE WORK ADV ROBOT, P9, DOI 10.1109/ARSO.2018.8625784
[4]  
Bajcsy A, 2019, IEEE INT CONF ROBOT, P936, DOI [10.1109/ICRA.2019.8794457, 10.1109/icra.2019.8794457]
[5]  
Bertolazzi E., 2018, REND SEMIN MAT U POL, V76, P47
[6]   G1 fitting with clothoids [J].
Bertolazzi, Enrico ;
Frego, Marco .
MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2015, 38 (05) :881-897
[7]   Reactive Planning for Assistive Robots [J].
Bevilacqua, Paolo ;
Frego, Marco ;
Fontanelli, Daniele ;
Palopoli, Luigi .
IEEE ROBOTICS AND AUTOMATION LETTERS, 2018, 3 (02) :1276-1283
[8]  
Boldrer M., ROBOT AUTON SYST
[9]   Lloyd-based Approach for Robots Navigation in Human-shared environments [J].
Boldrer, Manuel ;
Palopoli, Luigi ;
Fontanelli, Daniele .
2020 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), 2020, :6982-6989
[10]   Graph Connectivity Control of a Mobile Robot Network With Mixed Dynamic Multi-Tasks [J].
Boldrer, Manuel ;
Bevilacqua, Paolo ;
Palopoli, Luigi ;
Fontanelli, Daniele .
IEEE ROBOTICS AND AUTOMATION LETTERS, 2021, 6 (02) :1934-1941