학술논문

Three-Dimensional UAV-to-UAV Channels: Modeling, Simulation, and Capacity Analysis
Document Type
Periodical
Source
IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 11(6):10054-10068 Mar, 2024
Subject
Computing and Processing
Communication, Networking and Broadcast Technologies
Autonomous aerial vehicles
MIMO communication
Analytical models
Adaptation models
Computational modeling
Solid modeling
Scattering
Channel capacity
channel correlation
geometry-based stochastic model (GBSM)
unmanned aerial vehicle (UAV)-to-UAV communications
Language
ISSN
2327-4662
2372-2541
Abstract
A 3-D arbitrary-elevation two-cylinder reference model is proposed for multiple-input-multiple-output (MIMO) air-to-air communications in unmanned aerial vehicle (UAV) channels. This model accounts for not only the Line-of-Sight (LoS) but also the single-bounced at the transmitter (SBT) and the single-bounced at the receiver (SBR), as well as the double-bounced (DB) rays. Therefore, it is endowed with a high adaptability to various UAV-to-UAV communication scenarios. From the reference model, a closed-form expression of the space-time correlation function (ST-CF) is derived. This expression is shown to be the generalizations of many existing correlation functions from the 2-D one-ring, the 3-D low-elevation one-cylinder, the 2-D two-ring, and the 3-D low-elevation two-cylinder model. Corresponding deterministic and stochastic simulation models are also developed in addition to the reference model. The well agreements between the channel capacities obtained from the simulation models and those from the derived ST-CF not only display the usefulness of the simulators but also confirm the correctness of the derivations. Based on the derived closed-form ST-CF, the effects of some model parameters on the capacity are evaluated in a computationally efficient manner.