Multi-Agent Coordination Fluid Flow Modeling and Experimental Evaluation
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arXiv
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| Main Authors: | , , |
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| Format: | Preprint |
| Published: |
2023
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| _version_ | 1866929218643820544 |
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| author | Uppaluru, Harshvardhan Ghuran, Mohammad Rastgoftar, Hossein |
| author_facet | Uppaluru, Harshvardhan Ghuran, Mohammad Rastgoftar, Hossein |
| contents | Reliability is a critical aspect of multi-agent system coordination as it ensures that the system functions correctly and consistently. If one agent in the system fails or behaves unexpectedly, it can negatively impact the performance and effectiveness of the entire system. Therefore, it is important to design and implement multi-agent systems with a high level of reliability to ensure that they can operate safely and move smoothly in the presence of unforeseen agent failure or lack of communication with some agent teams moving in a shared motion space. This paper presents a novel fluid flow navigation model that, in an ideal fluid flow, divides agents into cooperative (non-singular) and noncooperative (singular) agents, with cooperative agents sliding along streamlines safely enclosing noncooperative agents in a shared motion space. A series of flight experiments utilizing crazyflie quadcopters will experimentally validate the suggested model. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2301_05833 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | Multi-Agent Coordination Fluid Flow Modeling and Experimental Evaluation Uppaluru, Harshvardhan Ghuran, Mohammad Rastgoftar, Hossein Systems and Control Reliability is a critical aspect of multi-agent system coordination as it ensures that the system functions correctly and consistently. If one agent in the system fails or behaves unexpectedly, it can negatively impact the performance and effectiveness of the entire system. Therefore, it is important to design and implement multi-agent systems with a high level of reliability to ensure that they can operate safely and move smoothly in the presence of unforeseen agent failure or lack of communication with some agent teams moving in a shared motion space. This paper presents a novel fluid flow navigation model that, in an ideal fluid flow, divides agents into cooperative (non-singular) and noncooperative (singular) agents, with cooperative agents sliding along streamlines safely enclosing noncooperative agents in a shared motion space. A series of flight experiments utilizing crazyflie quadcopters will experimentally validate the suggested model. |
| title | Multi-Agent Coordination Fluid Flow Modeling and Experimental Evaluation |
| topic | Systems and Control |
| url | https://arxiv.org/abs/2301.05833 |