127 citations · 559 across the 76 of their papers we have counts for
17 papers · 1 filter
Power Allocation for Fingerprint-Based PHY-Layer Authentication with mmWave UAV Networks
Sung Joon Maeng, Yavuz Yapıcı, İsmail Güvenç +2
Physical layer security (PLS) techniques can help to protect wireless networks from eavesdropper attacks. In this paper, we consider the authentication technique that uses fingerpr…
Hybrid Beamforming and Adaptive RF Chain Activation for Uplink Cell-Free Millimeter-Wave Massive MIMO Systems
Nhan Thanh Nguyen, Kyungchun Lee, Huaiyu Dai
In this work, we investigate hybrid analog-digital beamforming (HBF) architectures for uplink cell-free (CF) millimeter-wave (mmWave) massive multiple-input multiple-output (MIMO)…
A Fast Graph Neural Network-Based Method for Winner Determination in Multi-Unit Combinatorial Auctions
Mengyuan Lee, Seyyedali Hosseinalipour, Christopher G. Brinton +2
The combinatorial auction (CA) is an efficient mechanism for resource allocation in different fields, including cloud computing. It can obtain high economic efficiency and user fle…
Multi-Stage Hybrid Federated Learning over Large-Scale D2D-Enabled Fog Networks
Seyyedali Hosseinalipour, Sheikh Shams Azam, Christopher G. Brinton +4
Federated learning has generated significant interest, with nearly all works focused on a "star" topology where nodes/devices are each connected to a central server. We migrate awa…
From Federated to Fog Learning: Distributed Machine Learning over Heterogeneous Wireless Networks
Seyyedali Hosseinalipour, Christopher G. Brinton, Vaneet Aggarwal +2
Machine learning (ML) tasks are becoming ubiquitous in today's network applications. Federated learning has emerged recently as a technique for training ML models at the network ed…
Lifetime Maximization for UAV-assisted Data Gathering Networks in the Presence of Jamming
Ali Rahmati, Seyyedali Hosseinalipour, Ismail Guvenc +2
Deployment of unmanned aerial vehicles (UAVs) is recently getting significant attention due to a variety of practical use cases, such as surveillance, data gathering, and commodity…
A Truthful Auction for Graph Job Allocation in Vehicular Cloud-assisted Networks
Zhibin Gao, Minghui LiWang, Seyyedali Hosseinalipour +2
Vehicular cloud computing has emerged as a promising solution to fulfill users' demands on processing computation-intensive applications in modern driving environments. Such applic…
Energy-aware Allocation of Graph Jobs in Vehicular Cloud Computing-enabled Software-defined IoV
Minghui LiWang, Zhibin Gao, Seyyedali Hosseinalipour +2
Software-defined internet of vehicles (SDIoV) has emerged as a promising paradigm to realize flexible and comprehensive resource management, for next generation automobile transpor…
Communication Efficient Federated Learning with Energy Awareness over Wireless Networks
Richeng Jin, Xiaofan He, Huaiyu Dai
In federated learning (FL), reducing the communication overhead is one of the most critical challenges since the parameter server and the mobile devices share the training paramete…
Energy-Aware Stochastic UAV-Assisted Surveillance
Seyyedali Hosseinalipour, Ali Rahmati, Do Young Eun +1
With the ease of deployment, capabilities of evading the jammers and obscuring their existence, unmanned aerial vehicles (UAVs) are one of the most suitable candidates to perform s…
GeoDA: a geometric framework for black-box adversarial attacks
Ali Rahmati, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard +1
Adversarial examples are known as carefully perturbed images fooling image classifiers. We propose a geometric framework to generate adversarial examples in one of the most challen…
Accelerating Generalized Benders Decomposition for Wireless Resource Allocation
Mengyuan Lee, Ning Ma, Guanding Yu +1
Generalized Benders decomposition (GBD) is a globally optimal algorithm for mixed integer nonlinear programming (MINLP) problems, which are NP-hard and can be widely found in the a…
Optimal Jammer Placement in UAV-assisted Relay Networks
Seyyedali Hosseinalipour, Ali Rahmati, Huaiyu Dai
We consider the relaying application of unmanned aerial vehicles (UAVs), in which UAVs are placed between two transceivers (TRs) to increase the throughput of the system. Instead o…
Precoder Design for mmWave UAV Communications with Physical Layer Security
Sung Joon Maeng, Yavuz Yapıcı, İsmail Güvenç +2
The integration of unmanned aerial vehicles (UAVs) into the terrestrial cellular networks is envisioned as one key technology for next-generation wireless communications. In this w…
Interference Analysis and Mitigation for Massive Access Aerial IoT Considering 3D Antenna Patterns
Sung Joon Maeng, Mrugen Deshmukh, İsmail Güvenç +2
Due to dense deployments of Internet of things (IoT) networks, interference management becomes a critical challenge. With the proliferation of aerial IoT devices, such as unmanned…
Stochastic-Sign SGD for Federated Learning with Theoretical Guarantees
Richeng Jin, Yufan Huang, Xiaofan He +2
Federated learning (FL) has emerged as a prominent distributed learning paradigm. FL entails some pressing needs for developing novel parameter estimation approaches with theoretic…
Physical Layer Security for NOMA Transmission in mmWave Drone Networks
Yavuz Yapici, Nadisanka Rupasinghe, Ismail Guvenc +2
The non-orthogonal multiple access (NOMA) and millimeter-wave (mmWave) transmission enable the unmanned aerial vehicle (UAV) assisted wireless networks to provide broadband connect…