群体行为
稳健性(进化)
计算机科学
可靠性(半导体)
系统工程
指挥与控制
分布式计算
控制(管理)
电信网络
工程类
人工智能
计算机网络
电信
生物化学
化学
功率(物理)
物理
量子力学
基因
作者
Shumaila Javaid,Nasir Saeed,Zakria Qadir,Hamza Fahim,Bin He,Houbing Herbert Song,Muhammad Bilal
标识
DOI:10.1109/tits.2023.3248841
摘要
The recent progress in unmanned aerial vehicles (UAV) technology has significantly advanced UAV-based applications for military, civil, and commercial domains. Nevertheless, the challenges of establishing high-speed communication links, flexible control strategies, and developing efficient collaborative decision-making algorithms for a swarm of UAVs limit their autonomy, robustness, and reliability. Thus, a growing focus has been witnessed on collaborative communication to allow a swarm of UAVs to coordinate and communicate autonomously for the cooperative completion of tasks in a short time with improved efficiency and reliability. This work presents a comprehensive review of collaborative communication in a multi-UAV system. We thoroughly discuss the characteristics of intelligent UAVs and their communication and control requirements for autonomous collaboration and coordination. Moreover, we review various UAV collaboration tasks, summarize the applications of UAV swarm networks for dense urban environments and present the use case scenarios to highlight the current developments of UAV-based applications in various domains. Finally, we identify several exciting future research direction that needs attention for advancing the research in collaborative UAVs.
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