Omid Esrafilian

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 32

Top Topics

Reinforcement Learning

Image Derivatives

Electromagnetic Field

Top Venues

Publications

Mohamad Mestoukirdi, Omid Esrafilian, David Gesbert, Qianrui Li, Nicolas Gresset
Sparser Random Networks Exist: Enforcing Communication-Efficient Federated Learning via Regularization. CoRR (2023)
Omid Esrafilian, Rajeev Gangula, David Gesbert
UAV Trajectory Optimization and Tracking for User Localization in Wireless Networks. CoRR (2023)
Mohammadsaleh Nikooroo, Zdenek Becvar, Omid Esrafilian, David Gesbert
Channel Reuse for Backhaul in UAV Mobile Networks with User QoS Guarantee. CoRR (2023)
David Gesbert, Omid Esrafilian, Junting Chen, Rajeev Gangula, Urbashi Mitra
UAV-Aided RF Mapping for Sensing and Connectivity in Wireless Networks. IEEE Wirel. Commun. 30 (4) (2023)
Omid Esrafilian, Rajeev Gangula, David Gesbert
UAV-Aided Network Localization Using Radio Phase Measurements. ICC Workshops (2023)
Mohammadsaleh Nikooroo, Zdenek Becvar, Omid Esrafilian, David Gesbert
Channel Reuse for Backhaul in UAV Mobile Networks with User QoS Guarantee. ICC (2023)
Jichao Chen, Omid Esrafilian, Harald Bayerlein, David Gesbert, Marco Caccamo
Model-aided Federated Reinforcement Learning for Multi-UAV Trajectory Planning in IoT Networks. CoRR (2023)
Rakesh Mundlamuri, Omid Esrafilian, Rajeev Gangula, Rohan Kharade, Cédric Roux, Florian Kaltenberger, Raymond Knopp, David Gesbert
Integrated Access and Backhaul in 5G with Aerial Distributed Unit using OpenAirInterface. CoRR (2023)
Mohamad Mestoukirdi, Omid Esrafilian, David Gesbert, Qianrui Li
UAV-Aided Multi-Community Federated Learning. GLOBECOM (2022)
Mohammadsaleh Nikooroo, Omid Esrafilian, Zdenek Becvar, David Gesbert
Sum Capacity Maximization in Multi-Hop Mobile Networks with Flying Base Stations. CoRR (2022)
Mohammadsaleh Nikooroo, Zdenek Becvar, Omid Esrafilian, David Gesbert
QoS-Aware Sum Capacity Maximization for Mobile Internet of Things Devices Served by UAVs. CoRR (2022)
Mohammadsaleh Nikooroo, Omid Esrafilian, Zdenek Becvar, David Gesbert
Sum Capacity Maximization in Multi-Hop Mobile Networks with Flying Base Stations. GLOBECOM (2022)
Mohamad Mestoukirdi, Omid Esrafilian, David Gesbert, Qianrui Li
UAV-Aided Multi-Community Federated Learning. CoRR (2022)
David Gesbert, Omid Esrafilian, Junting Chen, Rajeev Gangula, Urbashi Mitra
UAV-aided RF Mapping for Sensing and Connectivity in Wireless Networks. CoRR (2022)
Omid Esrafilian, Rajeev Gangula, David Gesbert
UAV-aided Wireless Node Localization Using Hybrid Radio Channel Models. CoRR (2022)
Omid Esrafilian, Rajeev Gangula, David Gesbert
UAV-aided Wireless Node Localization Using Hybrid Radio Channel Models. ICC Workshops (2022)
Mohammadsaleh Nikooroo, Zdenek Becvar, Omid Esrafilian, David Gesbert
QoS-Aware Sum Capacity Maximization for Mobile Internet of Things Devices Served by UAVs. PIMRC (2022)
Omid Esrafilian, Rajeev Gangula, David Gesbert
Map Reconstruction in UAV Networks via Fusion of Radio and Depth Measurements. ICC (2021)
Omid Esrafilian, Rajeev Gangula, David Gesbert
Three-Dimensional-Map-Based Trajectory Design in UAV-Aided Wireless Localization Systems. IEEE Internet Things J. 8 (12) (2021)
Omid Esrafilian, Harald Bayerlein, David Gesbert
Model-aided Deep Reinforcement Learning for Sample-efficient UAV Trajectory Design in IoT Networks. CoRR (2021)
Omid Esrafilian, Harald Bayerlein, David Gesbert
Model-aided Deep Reinforcement Learning for Sample-efficient UAV Trajectory Design in IoT Networks. GLOBECOM (2021)
Omid Esrafilian, Rajeev Gangula, David Gesbert
3D-Map Assisted UAV Trajectory Design Under Cellular Connectivity Constraints. ICC (2020)
Omid Esrafilian, Rajeev Gangula, David Gesbert
Autonomous UAV-aided Mesh Wireless Networks. INFOCOM Workshops (2020)
Omid Esrafilian, Rajeev Gangula, David Gesbert
3D-Map Assisted UAV Trajectory Design Under Cellular Connectivity Constraints. CoRR (2019)
Omid Esrafilian, Rajeev Gangula, David Gesbert
Learning to Communicate in UAV-Aided Wireless Networks: Map-Based Approaches. IEEE Internet Things J. 6 (2) (2019)
Rajeev Gangula, Omid Esrafilian, David Gesbert, Cédric Roux, Florian Kaltenberger, Raymond Knopp
Flying Rebots: First Results on an Autonomous UAV-Based LTE Relay Using Open Airinterface. SPAWC (2018)
Omid Esrafilian, David Gesbert
Simultaneous User Association and Placement in Multi-UAV Enabled Wireless Networks. WSA (2018)
Omid Esrafilian, Rajeev Gangula, David Gesbert
UAV-relay Placement with Unknown User Locations and Channel Parameters. ACSSC (2018)
Omid Esrafilian, Rajeev Gangula, David Gesbert
Learning to Communicate in UAV-aided Wireless Networks: Map-based Approaches. CoRR (2018)
Junting Chen, Omid Esrafilian, David Gesbert, Urbashi Mitra
Efficient Algorithms for Air-to-Ground Channel Reconstruction in UAV-Aided Communications. GLOBECOM Workshops (2017)
Omid Esrafilian, David Gesbert
3D City Map Reconstruction from UAV-Based Radio Measurements. GLOBECOM (2017)
Rajeev Gangula, Paul de Kerret, Omid Esrafilian, David Gesbert
Trajectory optimization for mobile access point. ACSSC (2017)