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BeeGround - An Open-Source Simulation Platform for Large-Scale Swarm Robotics Applications
- Source :
- Lim, S, Wang, S, Lennox, B & Arvin, F 2021, BeeGround-An Open-Source Simulation Platform for Large-Scale Swarm Robotics Applications . in 2021 International Conference on Automation, Robotics and Applications, ICARA 2021 ., 9376494, 2021 International Conference on Automation, Robotics and Applications, ICARA 2021, pp. 75-79 . https://doi.org/10.1109/ICARA51699.2021.9376494, ICARA
- Publication Year :
- 2021
-
Abstract
- This paper presents an open-source simulation platform developed for implementation of both homogeneous and heterogeneous robotic swarm scenarios. BeeGround is a fully modular simulation software that allows for a variety of experimental setups with different robotic platforms and population sizes. Users are able to define environmental conditions, e.g. size, various properties like temperature and humidity, and obstacles arrangements. The swarm controller, the individual's behaviour, is defined with a separate programming script. In this paper, we simulated honeybees aggregation mechanism as a case study to investigate the feasibility of the developed simulation platform. The results demonstrated that the developed platform is a reliable simulation software for implementing multi-agent and swarm robotics scenarios with very large population sizes, e.g. 1000 robots.
- Subjects :
- 0209 industrial biotechnology
education.field_of_study
Computer science
business.industry
Multi-agent system
Distributed computing
Population
Swarm robotics
Swarm behaviour
02 engineering and technology
Modular design
computer.software_genre
Simulation software
Multi-agent Systems
Computer Science::Robotics
020901 industrial engineering & automation
Control theory
0202 electrical engineering, electronic engineering, information engineering
Robot
020201 artificial intelligence & image processing
business
education
computer
Simulation
Swarm Robotics
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Lim, S, Wang, S, Lennox, B & Arvin, F 2021, BeeGround-An Open-Source Simulation Platform for Large-Scale Swarm Robotics Applications . in 2021 International Conference on Automation, Robotics and Applications, ICARA 2021 ., 9376494, 2021 International Conference on Automation, Robotics and Applications, ICARA 2021, pp. 75-79 . https://doi.org/10.1109/ICARA51699.2021.9376494, ICARA
- Accession number :
- edsair.doi.dedup.....e44f6b7fce5f15106e74dcd44d4ae700