A Connectivity-Aware Pheromone Mobility Model for Autonomous UAV Networks

被引:0
|
作者
Devaraju, Shreyas [1 ]
Ihler, Alexander [2 ]
Kumar, Sunil [1 ,3 ]
机构
[1] San Diego State Univ, Computat Sci Res Ctr, San Diego, CA 92182 USA
[2] Univ Calif Irvine, Sch Informat & Comp Sci, Irvine, CA USA
[3] San Diego State Univ, Dept Elect & Comp Engn, San Diego, CA 92182 USA
关键词
Airborne network; UAV network; search and rescue; network connectivity; pheromone model; TARGET; OPTIMIZATION; ALGORITHMS; SEARCH; SWARMS;
D O I
10.1109/CCNC51644.2023.10060165
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
UAV networks consisting of reduced size, weight, and power (low SWaP) fixed-wing UAVs are used for various applications such as search and rescue, surveillance, and tracking. To carry out these operations efficiently, there is a need to develop scalable, decentralized autonomous UAV network architectures with high network connectivity. However, the area coverage and the network connectivity requirements exhibit a trade-off. In this paper, a connectivity-aware pheromone mobility (CAP) model is designed for search and rescue operations, which is capable of maintaining connectivity among UAVs in the network. We use stigmergy-based digital pheromone maps along with distance-based local connectivity information to autonomously coordinate the UAV movements, in order to improve its map coverage efficiency while maintaining high network connectivity.
引用
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页数:6
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