Publications (162)
Comparison of Limited Feedback Schemes for NOMA Transmission in mmWave Drone Networks
Nadisanka Rupasinghe, Yavuz Yapici, Ismail Guvenc +1
Introducing non-orthogonal multiple access (NOMA) transmission to an unmanned aerial vehicle (UAV) based communication network is a promising solution to enhance its spectral effic…
RL-Based Interference Mitigation in Uncoordinated Networks with Partially Overlapping Tones
Mrugen Deshmukh, Md Moin Uddin Chowdhury, Sung Joon Maeng +2
Partially-overlapping tones (POT) are known to help mitigate co-channel interference in uncoordinated multi-carrier networks by introducing intentional frequency offsets (FOs) to t…
Learning Based Frequency- and Time-Domain Inter-Cell Interference Coordination in HetNets
Meryem Simsek, Mehdi Bennis, Ismail Guvenc
In this article, we focus on inter-cell interference coordination (ICIC) techniques in heterogeneous network (Het-Net) deployments, whereby macro- and picocells autonomously optimi…
GS-SBL: Bridging Greedy Pursuit and Sparse Bayesian Learning for Efficient 3D Wireless Channel Modeling
Mushfiqur Rahman, Ismail Guvenc, David Matolak
Robust cognitive radio development requires accurate 3D path loss models. Traditional empirical models often lack environment-awareness, while deep learning approaches are frequent…
RF-Based Low-SNR Classification of UAVs Using Convolutional Neural Networks
Ender Ozturk, Fatih Erden, Ismail Guvenc
This paper investigates the problem of classification of unmanned aerial vehicles (UAVs) from radio frequency (RF) fingerprints at the low signal-to-noise ratio (SNR) regime. We us…
Impact of 3D Antenna Radiation Patterns on TDOA-Based Wireless Localization of UAVs
Priyanka Sinha, Yavuz Yapici, Ismail Guvenc
Next big commercial applications of drones require to fly the drone beyond the visual line of sight (BVLOS). This inevitable ability to fly BVLOS will also necessitate the ability…