Communication and Control in Collaborative UAVs: Recent Advances and Future Trends
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Abstract (arXiv)
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.
Key facts. Cited by 6 papers in the map (data through 7 Oct 2026). First posted on arXiv 23 Feb 2023.
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Citing papers per year: 2024: 3; 2025: 2; 2026: 1.
6 papers.
- 2024Large Language Models for UAVs: Current State and Pathways to the Futurecited by 33
- 2024Leveraging Large Language Models for Integrated Satellite-Aerial-Terrestrial Networks: Recent Advances and Future Directionscited by 10
- 2025MoCom: Motion-based Inter-MAV Visual Communication Using Event Vision and Spiking Neural Networkscited by 3
- 2024DRL Optimization Trajectory Generation via Wireless Network Intent-Guided Diffusion Models for Optimizing Resource Allocationcited by 1
- 2025Secure and Efficient UAV-Based Face Detection via Homomorphic Encryption and Edge Computingcited by 0
- 2026A Camera-Cooperative ISAC Framework for Multimodal Non-Cooperative UAVs Sensingcited by 0
- 2026A Camera-Cooperative ISAC Framework for Multimodal Non-Cooperative UAVs Sensing21 May 2026
- 2025MoCom: Motion-based Inter-MAV Visual Communication Using Event Vision and Spiking Neural Networks16 Oct 2025
- 2025Secure and Efficient UAV-Based Face Detection via Homomorphic Encryption and Edge Computing14 Jul 2025
- 2024DRL Optimization Trajectory Generation via Wireless Network Intent-Guided Diffusion Models for Optimizing Resource Allocation18 Oct 2024
- 2024Leveraging Large Language Models for Integrated Satellite-Aerial-Terrestrial Networks: Recent Advances and Future Directions5 Jul 2024
- 2024Large Language Models for UAVs: Current State and Pathways to the Future2 May 2024