Speeding Up Velocity Consensus Control with Small World Communication Topology for Unmanned Aerial Vehicle Swarms
This study addressed a problem of rapid velocity consensus within a swarm of unmanned aerial vehicles. Our analytical framework was based on tools using matrix theory and algebraic graph theory. We established connections between algebraic connectivity and the speed of converging on a velocity. The...
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| Veröffentlicht in: | Electronics (Basel) 2021-10, Vol.10 (20), p.2547 |
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| creator | Ji, Xiang Zhang, Wanpeng Chen, Shaofei Luo, Junren Lu, Lina Yuan, Weilin Hu, Zhenzhen Chen, Jing |
| description | This study addressed a problem of rapid velocity consensus within a swarm of unmanned aerial vehicles. Our analytical framework was based on tools using matrix theory and algebraic graph theory. We established connections between algebraic connectivity and the speed of converging on a velocity. The relationship between algebraic connectivity and communication cost was established. To deal with the trade-off among algebraic connectivity, convergence speed and communication cost, we propose a distributed small world network construction method. The small world network characteristics expedite the convergence speed toward consensus in the unmanned aerial vehicle swarm. Eventually, our method greatly sped up the consensus velocities in the unmanned aerial vehicle swarms at a lower communication cost than other methods required. |
| doi_str_mv | 10.3390/electronics10202547 |
| format | Article |
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| subjects | Algebra Algorithms Communication Connectivity Convergence Costs Decision making Design Graph theory Matrix theory Topology Unmanned aerial vehicles Velocity |
| title | Speeding Up Velocity Consensus Control with Small World Communication Topology for Unmanned Aerial Vehicle Swarms |
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