A pack hunting strategy for heterogeneous robots in rescue operations

被引:0
作者
Sivaraman, Dileep [1 ]
Ongwattanakul, Songpol [1 ]
Moonjaita, Choladawan [1 ]
Suthakorn, Jackrit [1 ]
Pillai, Branesh [1 ]
机构
[1] BART LAB, Ctr Biomed & Robot Technol, Fac Engn, Dept Biomed Engn, Nakhon Pathom 73170, Thailand
关键词
heterogeneous robots; rescue operations; pack hunting strategy; PATH; COORDINATION; ALGORITHM; SEARCH; MOTION;
D O I
10.1088/1748-3190/ad9f01
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This study focuses on improving coordination among teams of heterogeneous robots, including unmanned aerial vehicles and unmanned ground vehicles, drawing inspiration from natural pack-hunting strategies. The goal is to increase the effectiveness of rescue operations using a new framework that combines hierarchical decision-making with decentralised control. The approach features dynamic target assignment and real-time task allocation based on a scoring function that considers multiple factors, such as the distance to the target, energy usage, communication ability, and potential for energy exchange. In contrast to methods that use static roles, this system allows robots to change between 'Chaser' and 'Flanker' roles based on current data, improving adaptability. Results showed that this approach led to better coordination and decision-making, with robots autonomously adjusting their roles to improve mission outcomes. The findings suggest that combining hierarchical structures with decentralised control improves responsiveness and ensures the effective use of resources in complex, changing environments, making this method well-suited for real-world rescue operations.
引用
收藏
页数:20
相关论文
共 50 条
[21]   Motion planning algorithm for heterogeneous combinatorial robots [J].
Ho, Hong-Fa ;
Ja, Jui-Chun ;
Liao, Wen-Xiong .
2007 INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS, VOLS 1-6, 2007, :2907-2912
[22]   Distributed Coverage Control of Networked Heterogeneous Robots [J].
Han, Xiaoxia ;
Ma, Lei ;
Feng, Kun .
2017 6TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS (DDCLS), 2017, :286-291
[23]   Implementing Operations Strategy: How Vertical and Horizontal Coordination Interact [J].
Sting, Fabian J. ;
Loch, Christoph H. .
PRODUCTION AND OPERATIONS MANAGEMENT, 2016, 25 (07) :1177-1193
[24]   A Coordinated Search Strategy for Solitary Robots [J].
Masakuna, Jordan F. ;
Utete, Simukai W. ;
Kroon, Steve .
2019 THIRD IEEE INTERNATIONAL CONFERENCE ON ROBOTIC COMPUTING (IRC 2019), 2019, :433-434
[25]   A robust output feedback strategy for liquid handling using reconfigurable robots [J].
Rayguru, Madan Mohan ;
Elara, Mohan Rajesh ;
Parween, Rizuwana ;
Ramalingam, Balakrishnan ;
Abdulkader, Raihan Enjikalayil ;
Yi, Lim .
AUTOMATION IN CONSTRUCTION, 2021, 130
[26]   Hunting Task Allocation for Heterogeneous Multi-AUV Formation Target Hunting in IoUT: A Game Theoretic Approach [J].
Zhang, Meiyan ;
Chen, Hao ;
Cai, Wenyu .
IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (05) :9142-9152
[27]   Multi-Objective Model to Improve Network Reliability Level under Limited Budget by Considering Selection of Facilities and Total Service Distance in Rescue Operations [J].
Wang, Yiying ;
Xu, Zeshui ;
Filip, Florin Gheorghe .
INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2022, 17 (01)
[28]   Ant colony optimization for path planning in search and rescue operations [J].
Morin, Michael ;
Abi-Zeid, Irene ;
Quimper, Claude-Guy .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2023, 305 (01) :53-63
[29]   Wearable self-tuning antenna for emergency rescue operations [J].
Baroni, Andrea ;
Nepa, Paolo ;
Rogier, Hendrik .
IET MICROWAVES ANTENNAS & PROPAGATION, 2016, 10 (02) :173-183
[30]   GIS-based emergency rescue operations in a underground mine [J].
Rui, Gao ;
Jiang Zhongan ;
Feng, Dong ;
Du Bingshen .
3RD INTERNATIONAL SYMPOSIUM ON MODERN MINING & SAFETY TECHNOLOGY PROCEEDINGS, 2008, :374-381