5 papers
Modeling and Analysis of Air-to-Ground Cellular KPIs in a 5G Testbed using Android Smartphones
Simran Singh, Anıl Gürses, Ãzgür Ãzdemir +5
The integration of cellular communication with Unmanned Aerial Vehicles (UAVs) extends the range of command and control and payload communications of autonomous UAV applications. A…
Height-Dependent Spectrum Activity Measurements and Modeling: A Case Study with FM Radio Bands
Sung Joon Maeng, Amir Hossein Fahim Raouf, Ozgur Ozdemir +2
The increasing demand for wireless connectivity necessitates advanced spectrum modeling to enable efficient spectrum sharing for next-generation aerial communications. While tradit…
AI-Driven Low-Altitude Economy: Spectrum, Mobility, and Validation
KürÅat Tekbıyık, Amir Hossein Fahim Raouf, Ä°smail Güvenç +3
The Low Altitude Economy (LAE) network, with its transformative capabilities, is a candidate to become one of the major technological developments of the next decade for air mobili…
Beyond Path Loss: Altitude-Dependent Spectral Structure Modeling for UAV Measurements
Amir Hossein Fahim Raouf, İsmail Güvenç
This paper presents a measurement-based framework for characterizing altitude-dependent spectral behavior of signals received by a tethered Helikite unmanned aerial vehicle (UAV).…
Computation- and Communication-Efficient Online FL for Resource-Constrained Aerial Vehicles
Ferdous Pervej, Richeng Jin, Md Moin Uddin Chowdhury +3
Privacy-preserving distributed machine learning (ML) and aerial connected vehicle (ACV)-assisted edge computing have drawn significant attention lately. Since the onboard sensors o…