A Survey of Channel Modeling for UAV Communications
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Abstract (arXiv)
Unmanned aerial vehicles (UAVs) have gained great interest for rapid deployment in both civil and military applications. UAV communication has its own distinctive channel characteristics compared with widely used cellular and satellite systems. Thus, accurate channel characterization is crucial for the performance optimization and design of efficient UAV communication systems. However, several challenges exist in UAV channel modeling. For example, propagation characteristics of UAV channels are still less explored for spatial and temporal variations in nontextendash stationary channels. Also, airframe shadowing has not yet been investigated for small size rotary UAVs. This paper provides an extensive survey on the measurement campaigns launched for UAV channel modeling using low altitude platforms and discusses various channel characterization efforts. We also review the contemporary perspective of UAV channel modeling approaches and outline some future research challenges in this domain.
Key facts. Cited by 8 papers in the map (data through 7 Oct 2026). First posted on arXiv 23 Jan 2018.
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Citing papers per year: 2021: 1; 2022: 1; 2023: 4; 2024: 1; 2025: 0; 2026: 1.
8 papers.
- 2022Machine Learning-Aided Operations and Communications of Unmanned Aerial Vehicles: A Contemporary Surveycited by 27
- 2023Federated Learning for 6G: Paradigms, Taxonomy, Recent Advances and Insightscited by 4
- 2023Reliable and Efficient Data Collection in UAV-based IoT Networkscited by 2
- 2023Physics-Based Trajectory Design for Cellular-Connected UAV in Rainy Environments Based on Deep Reinforcement Learningcited by 1
- 2021A Glimpse of Physical Layer Decision Mechanisms: Facts, Challenges, and Remediescited by 0
- 2023Energy-Efficient UAV-Assisted IoT Data Collection via TSP-Based Solution Space Reductioncited by 0
- 2024Lossy Cooperative UAV Relaying Networks: Outage Probability Analysis and Location Optimizationcited by 0
- 2026AI-Empowered UAV-Assisted Backscatter Localization and ISAC for Zero-Energy IoT: A Comprehensive Surveycited by 0
- 2026AI-Empowered UAV-Assisted Backscatter Localization and ISAC for Zero-Energy IoT: A Comprehensive Survey22 Jun 2026
- 2024Lossy Cooperative UAV Relaying Networks: Outage Probability Analysis and Location Optimization3 Oct 2024
- 2023Federated Learning for 6G: Paradigms, Taxonomy, Recent Advances and Insights7 Dec 2023
- 2023Reliable and Efficient Data Collection in UAV-based IoT Networks9 Nov 2023
- 2023Physics-Based Trajectory Design for Cellular-Connected UAV in Rainy Environments Based on Deep Reinforcement Learning31 Aug 2023
- 2023Energy-Efficient UAV-Assisted IoT Data Collection via TSP-Based Solution Space Reduction2 Jun 2023
- 2022Machine Learning-Aided Operations and Communications of Unmanned Aerial Vehicles: A Contemporary Survey7 Nov 2022
- 2021A Glimpse of Physical Layer Decision Mechanisms: Facts, Challenges, and Remedies14 Feb 2021