43 citations · 56 across the 5 of their papers we have counts for
5 papers
WIP: Federated Learning for Routing in Swarm Based Distributed Multi-Hop Networks
Martha Cash, Joseph Murphy, Alexander Wyglinski
Unmanned Aerial Vehicles (UAVs) are a rapidly emerging technology offering fast and cost-effective solutions for many areas, including public safety, surveillance, and wireless net…
Memory Enabled Bumblebee-based Dynamic Spectrum Access for Platooning Environments
Kuldeep S. Gill, Pawel Kryszkiewicz, Pawel Sroka +2
In this paper, we propose a novel memory-enabled non-uniform sampling-based bumblebee foraging algorithm (MEB) designed for optimal channel selection in a distributed Vehicular Dyn…
Distributed Vehicular Dynamic Spectrum Access for Platooning Environments
Paweł Sroka, Paweł Kryszkiewicz, Michał Sybis +3
In this paper, we propose a distributed Vehicular Dynamic Spectrum Access (VDSA) framework for vehicles operating in platoon formations. Given the potential for significant congest…
Three-Way Deep Neural Network for Radio Frequency Map Generation and Source Localization
Kuldeep S. Gill, Son Nguyen, Myo M. Thein +1
In this paper, we present a Generative Adversarial Network (GAN) machine learning model to interpolate irregularly distributed measurements across the spatial domain to construct a…
ECPR: Environment- and Context-aware Combined Power and Rate Distributed Congestion Control for Vehicular Communications
Bengi Aygun, Mate Boban, Alexander M. Wyglinski
Safety and efficiency applications in vehicular networks rely on the exchange of periodic messages between vehicles. These messages contain position, speed, heading, and other vita…