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Multi AGV coordination tolerant to communication failures
- Source :
- Robotics; Volume 10; Issue 2; Pages: 55, Robotics, Vol 10, Iss 55, p 55 (2021)
- Publication Year :
- 2021
- Publisher :
- MDPI, 2021.
-
Abstract
- Most path planning algorithms used presently in multi-robot systems are based on offline planning. The Timed Enhanced A* (TEA*) algorithm gives the possibility of planning in real time, rather than planning in advance, by using a temporal estimation of the robot’s positions at any given time. In this article, the implementation of a control system for multi-robot applications that operate in environments where communication faults can occur and where entire sections of the environment may not have any connection to the communication network will be presented. This system uses the TEA* to plan multiple robot paths and a supervision system to control communications. The supervision system supervises the communication with the robots and checks whether the robot’s movements are synchronized. The implemented system allowed the creation and execution of paths for the robots that were both safe and kept the temporal efficiency of the TEA* algorithm. Using the Simtwo2020 simulation software, capable of simulating movement dynamics and the Lazarus development environment, it was possible to simulate the execution of several different missions by the implemented system and analyze their results. info:eu-repo/semantics/publishedVersion
- Subjects :
- Development environment
0209 industrial biotechnology
Control and Optimization
Computer science
lcsh:Mechanical engineering and machinery
Real-time computing
02 engineering and technology
Plan (drawing)
Tolerance to communication faults
computer.software_genre
multi-AGV control
path planning
Timed Enhanced A
tolerance to communication faults
020901 industrial engineering & automation
Multi-AGV control
Timed enhanced A
Artificial Intelligence
0202 electrical engineering, electronic engineering, information engineering
lcsh:TJ1-1570
Motion planning
Path planning
Mechanical Engineering
Telecommunications network
Simulation software
Control communications
Control system
Robot
020201 artificial intelligence & image processing
computer
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Robotics; Volume 10; Issue 2; Pages: 55, Robotics, Vol 10, Iss 55, p 55 (2021)
- Accession number :
- edsair.doi.dedup.....15b728784aa370ae49079a897a01fdb2