Jonathan D. Ashdown

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 68

Top Topics

Reservoir Computing

Reinforcement Learning

Unmanned Aerial Vehicles

Top Venues

INFOCOM Workshops

Publications

Ali Owfi, Ali Abbasi, Fatemeh Afghah, Jonathan D. Ashdown, Kurt A. Turck
Dynamic Online Modulation Recognition using Incremental Learning. ICNC (2024)
Corrado Puligheddu, Jonathan D. Ashdown, Carla-Fabiana Chiasserini, Francesco Restuccia
SEM-O-RAN: Semantic O-RAN Slicing for Mobile Edge Offloading of Computer Vision Tasks. IEEE Trans. Mob. Comput. 23 (7) (2024)
Sazzad Sayyed, Jonathan D. Ashdown, Francesco Restuccia
Faster and Accurate Neural Networks with Semantic Inference. CoRR (2023)
Andrea Coletta, Flavio Giorgi, Gaia Maselli, Matteo Prata, Domenicomichele Silvestri, Jonathan D. Ashdown, Francesco Restuccia
-UAV: Application-Aware Content and Network Optimization of Edge-Assisted UAV Systems. CoRR (2023)
Shahriar Rifat, Jonathan D. Ashdown, Kurt A. Turck, Francesco Restuccia
Zero-Shot Dynamic Neural Network Adaptation in Tactical Wireless Systems. MILCOM (2023)
Ali Owfi, ChunChih Lin, Linke Guo, Fatemeh Afghah, Jonathan D. Ashdown, Kurt A. Turck
A Meta-learning based Generalizable Indoor Localization Model using Channel State Information. GLOBECOM (2023)
Fatemeh Lotfi, Fatemeh Afghah, Jonathan D. Ashdown
Attention-based Open RAN Slice Management using Deep Reinforcement Learning. CoRR (2023)
Andrea Coletta, Flavio Giorgi, Gaia Maselli, Matteo Prata, Domenicomichele Silvestri, Jonathan D. Ashdown, Francesco Restuccia
-UAV: Application-Aware Content and Network Optimization of Edge-Assisted UAV Systems. INFOCOM (2023)
Mohammad Abdi, Jonathan D. Ashdown, Kurt A. Turck, Francesco Restuccia
Channel-Adaptive Dynamic Neural Networks for Low-Complexity Distributed Signal Awareness. MILCOM (2023)
Ali Owfi, Fatemeh Afghah, Jonathan D. Ashdown
Meta-Learning for Wireless Interference Identification. WCNC (2023)
Ali Owfi, Ali Abbasi, Fatemeh Afghah, Jonathan D. Ashdown, Kurt A. Turck
Dynamic Online Modulation Recognition using Incremental Learning. CoRR (2023)
Ali Owfi, ChunChih Lin, Linke Guo, Fatemeh Afghah, Jonathan D. Ashdown, Kurt A. Turck
A Meta-learning based Generalizable Indoor Localization Model using Channel State Information. CoRR (2023)
Fatemeh Lotfi, Fatemeh Afghah, Jonathan D. Ashdown
Attention-Based Open RAN Slice Management Using Deep Reinforcement Learning. GLOBECOM (2023)
Jiarui Xu, Usama Saeed, Jonathan D. Ashdown, Lingjia Liu
Online Learning Meets Semantic Communication over Wireless Channels. MILCOM (2023)
Corrado Puligheddu, Jonathan D. Ashdown, Carla-Fabiana Chiasserini, Francesco Restuccia
SEM-O-RAN: Semantic and Flexible O-RAN Slicing for NextG Edge-Assisted Mobile Systems. INFOCOM (2023)
Corrado Puligheddu, Jonathan D. Ashdown, Carla-Fabiana Chiasserini, Francesco Restuccia
SEM-O-RAN: Semantic and Flexible O-RAN Slicing for NextG Edge-Assisted Mobile Systems. CoRR (2022)
Hao-Hsuan Chang, Lingjia Liu, Jianan Bai, Alex Pidwerbetsky, Allan Berlinsky, Joe Huang, Jonathan D. Ashdown, Kurt A. Turck, Yang Yi
Resource Allocation for D2D Cellular Networks With QoS Constraints: A DC Programming- Based Approach. IEEE Access 10 (2022)
Francesco Restuccia, Erik Blasch, Andrew Ashdown, Jonathan D. Ashdown, Kurt A. Turck
3D-O-RAN: Dynamic Data Driven Open Radio Access Network Systems. MILCOM (2022)
Niloofar Bahadori, Jonathan D. Ashdown, Francesco Restuccia
ReWiS: Reliable Wi-Fi Sensing Through Few-Shot Multi-Antenna Multi-Receiver CSI Learning. CoRR (2022)
Niloofar Bahadori, Jonathan D. Ashdown, Francesco Restuccia
ReWiS: Reliable Wi-Fi Sensing Through Few-Shot Multi-Antenna Multi-Receiver CSI Learning. WoWMoM (2022)
Hao Song, Lingjia Liu, Jonathan D. Ashdown, Yang Yi
A Deep Reinforcement Learning Framework for Spectrum Management in Dynamic Spectrum Access. IEEE Internet Things J. 8 (14) (2021)
Alireza Shamsoshoara, Fatemeh Afghah, Erik Blasch, Jonathan D. Ashdown, Mehdi Bennis
UAV-Assisted Communication in Remote Disaster Areas using Imitation Learning. CoRR (2021)
Robert Murawski, Steven C. Bretmersky, Wesley Eddy, Eylem Ekici, Albert Becker, Jonathan D. Ashdown, Kurt A. Turck
Improved Propagation Modeling for Non-Terrestrial Networks. MILCOM (2021)
Alireza Shamsoshoara, Fatemeh Afghah, Erik Blasch, Jonathan D. Ashdown, Mehdi Bennis
UAV-Assisted Communication in Remote Disaster Areas Using Imitation Learning. IEEE Open J. Commun. Soc. 2 (2021)
Henrique Santos, Alice Mulvehill, John S. Erickson, Jamie P. McCusker, Minor Gordon, Owen Xie, Samuel Stouffer, Gerard Capraro, Alex Pidwerbetsky, John Burgess, Allan Berlinsky, Kurt A. Turck, Jonathan D. Ashdown, Deborah L. McGuinness
The Dynamic Spectrum Access Policy Framework in Action. ISWC (Demos/Industry) (2020)
Alireza Shamsoshoara, Fatemeh Afghah, Abolfazl Razi, Sajad Mousavi, Jonathan D. Ashdown, Kurt A. Turck
An Autonomous Spectrum Management Scheme for Unmanned Aerial Vehicle Networks in Disaster Relief Operations. IEEE Access 8 (2020)
Lianjun Li, Lingjia Liu, Jianzhong Charlie Zhang, Jonathan D. Ashdown, Yang Yi
Reservoir Computing Meets Wi-Fi in Software Radios: Neural Network-based Symbol Detection using Training Sequences and Pilots. WOCC (2020)
Mahsa Keshavarz, Alireza Shamsoshoara, Fatemeh Afghah, Jonathan D. Ashdown
Real-time Framework for Trust Monitoring in aNetwork of Unmanned Aerial Vehicles. CoRR (2020)
Bodong Shang, Lingjia Liu, Hao Chen, Charlie Jianzhong Zhang, Scott Pudlewski, Elizabeth Serena Bentley, Jonathan D. Ashdown
Spatial Spectrum Sensing in Uplink Two-Tier User-Centric Deployed HetNets. IEEE Trans. Wirel. Commun. 19 (12) (2020)
Gaurang Naik, Jung-Min Jerry Park, Jonathan D. Ashdown
RC: Channel Congestion-based Re-transmission Control for 3GPP-based V2X Technologies. WCNC (2020)
Mahsa Keshavarz, Mohammed Gharib, Fatemeh Afghah, Jonathan D. Ashdown
UASTrustChain: A Decentralized Blockchain- Based Trust Monitoring Framework for Autonomous Unmanned Aerial Systems. IEEE Access 8 (2020)
Henrique Santos, Alice Mulvehill, John S. Erickson, Jamie P. McCusker, Minor Gordon, Owen Xie, Samuel Stouffer, Gerard Capraro, Alex Pidwerbetsky, John Burgess, Allan Berlinsky, Kurt A. Turck, Jonathan D. Ashdown, Deborah L. McGuinness
A Semantic Framework for Enabling Radio Spectrum Policy Management and Evaluation. CoRR (2020)
Gaurang Naik, Jung-Min Park, Jonathan D. Ashdown, William H. Lehr
Next Generation Wi-Fi and 5G NR-U in the 6 GHz Bands: Opportunities and Challenges. IEEE Access 8 (2020)
Kian Hamedani, Lingjia Liu, Shiyan Hu, Jonathan D. Ashdown, Jinsong Wu, Yang Yi
Detecting Dynamic Attacks in Smart Grids Using Reservoir Computing: A Spiking Delayed Feedback Reservoir Based Approach. IEEE Trans. Emerg. Top. Comput. Intell. 4 (3) (2020)
Lianjun Li, Lingjia Liu, Jianan Bai, Hao-Hsuan Chang, Hao Chen, Jonathan D. Ashdown, Jianzhong Zhang, Yang Yi
Accelerating Model-Free Reinforcement Learning With Imperfect Model Knowledge in Dynamic Spectrum Access. IEEE Internet Things J. 7 (8) (2020)
Mahsa Keshavarz, Alireza Shamsoshoara, Fatemeh Afghah, Jonathan D. Ashdown
A Real-time Framework for Trust Monitoring in a Network of Unmanned Aerial Vehicles. INFOCOM Workshops (2020)
Gaurang Naik, Jung-Min Park, Jonathan D. Ashdown, William H. Lehr
Next Generation Wi-Fi and 5G NR-U in the 6 GHz Bands: Opportunities & Challenges. CoRR (2020)
Qiang Fan, Jianan Bai, Hao-Hsuan Chang, Lianjun Li, Shiya Liu, Joe Huang, John Burgess, Allan Berlinsky, Alex Pidwerbetsky, Jonathan D. Ashdown, Kurt A. Turck, Lingjia Liu
Intelligent DSA-assisted clustered IoT networks: neuromorphic computing meets genetic algorithm. NANOCOM (2020)
Henrique Santos, Alice Mulvehill, John S. Erickson, Jamie P. McCusker, Minor Gordon, Owen Xie, Samuel Stouffer, Gerard Capraro, Alex Pidwerbetsky, John Burgess, Allan Berlinsky, Kurt A. Turck, Jonathan D. Ashdown, Deborah L. McGuinness
A Semantic Framework for Enabling Radio Spectrum Policy Management and Evaluation. ISWC (2) (2020)
Alireza Shamsoshoara, Mehrdad Khaledi, Fatemeh Afghah, Abolfazl Razi, Jonathan D. Ashdown, Kurt A. Turck
A Solution for Dynamic Spectrum Management in Mission-Critical UAV Networks. CoRR (2019)
Alireza Shamsoshoara, Mehrdad Khaledi, Fatemeh Afghah, Abolfazl Razi, Jonathan D. Ashdown
Distributed Cooperative Spectrum Sharing in UAV Networks Using Multi-Agent Reinforcement Learning. CCNC (2019)
Fatemeh Afghah, Abolfazl Razi, Jacob Chakareski, Jonathan D. Ashdown
Wildfire Monitoring in Remote Areas using Autonomous Unmanned Aerial Vehicles. INFOCOM Workshops (2019)
Fatemeh Afghah, Abolfazl Razi, Jacob Chakareski, Jonathan D. Ashdown
Wildfire Monitoring in Remote Areas using Autonomous Unmanned Aerial Vehicles. CoRR (2019)
Alireza Shamsoshoara, Fatemeh Afghah, Abolfazl Razi, Sajad Mousavi, Jonathan D. Ashdown, Kurt A. Turck
An Autonomous Spectrum Management Scheme for Unmanned Aerial Vehicle Networks in Disaster Relief Operations. CoRR (2019)
Rachad Atat, Lingjia Liu, Jinsong Wu, Jonathan D. Ashdown, Yang Yi
Green Massive Traffic Offloading for Cyber-Physical Systems over Heterogeneous Cellular Networks. Mob. Networks Appl. 24 (4) (2019)
Hao-Hsuan Chang, Lingjia Liu, Hao Song, Alex Pidwerbetsky, Allan Berlinsky, Jonathan D. Ashdown, Kurt A. Turck, Yang Yi
Maximizing System Throughput in D2D Networks Using Alternative DC Programming. GLOBECOM (2019)
Alireza Shamsoshoara, Mehrdad Khaledi, Fatemeh Afghah, Abolfazl Razi, Jonathan D. Ashdown, Kurt A. Turck
A Solution for Dynamic Spectrum Management in Mission-Critical UAV Networks. SECON (2019)
Hao Song, Lingjia Liu, Hao-Hsuan Chang, Jonathan D. Ashdown, Yang Yi
Deep Q-Network Based Power Allocation Meets Reservoir Computing in Distributed Dynamic Spectrum Access Networks. INFOCOM Workshops (2019)
Susanna Mosleh, Lingjia Liu, Jonathan D. Ashdown, Erik Perrins, Kurt A. Turck
Content-Based User Association and MIMO Operation over Cached Cloud-RAN Networks. CoRR (2019)
Bodong Shang, Lingjia Liu, Hao Chen, Jianzhong Zhang, Scott Pudlewski, Elizabeth Serena Bentley, Jonathan D. Ashdown
Spatial Spectrum Sensing-Based D2D Communications in User-Centric Deployed HetNets. GLOBECOM (2019)
Sajad Mousavi, Fatemeh Afghah, Jonathan D. Ashdown, Kurt A. Turck
Use of a quantum genetic algorithm for coalition formation in large-scale UAV networks. Ad Hoc Networks 87 (2019)
Sajad Mousavi, Fatemeh Afghah, Jonathan D. Ashdown, Kurt A. Turck
Leader-follower based coalition formation in large-scale UAV networks, a quantum evolutionary approach. INFOCOM Workshops (2018)
Han Peng, Abolfazl Razi, Fatemeh Afghah, Jonathan D. Ashdown
A Unified Framework for Joint Mobility Prediction and Object Profiling of Drones in UAV Networks. CoRR (2018)
Alireza Shamsoshoara, Mehrdad Khaledi, Fatemeh Afghah, Abolfazl Razi, Jonathan D. Ashdown
Distributed Cooperative Spectrum Sharing in UAV Networks Using Multi-Agent Reinforcement Learning. CoRR (2018)
Rubayet Shafin Bradley Shafin, Lingjia Liu, Jonathan D. Ashdown, John D. Matyjas, Michael J. Medley, Bryant T. Wysocki, Yang Yi
Realizing Green Symbol Detection via Reservoir Computing: An Energy-Efficiency Perspective. ICC (2018)
Jonathan D. Ashdown, Lingjia Liu, Gary J. Saulnier, Kyle R. Wilt
High-Rate Ultrasonic Through-Wall Communications Using MIMO-OFDM. IEEE Trans. Commun. 66 (8) (2018)
Han Peng, Abolfazl Razi, Fatemeh Afghah, Jonathan D. Ashdown
A unified framework for joint mobility prediction and object profiling of drones in UAV networks. J. Commun. Networks 20 (5) (2018)
Rubayet Shafin Bradley Shafin, Lingjia Liu, Jonathan D. Ashdown, John D. Matyjas, Jianzhong Zhang
On the Channel Estimation of Multi-Cell Massive FD-MIMO Systems. ICC (2018)
Rachad Atat, Lingjia Liu, Jonathan D. Ashdown, Michael J. Medley, John D. Matyjas, Yang Yi
A Physical Layer Security Scheme for Mobile Health Cyber-Physical Systems. IEEE Internet Things J. 5 (1) (2018)
Sajad Mousavi, Fatemeh Afghah, Jonathan D. Ashdown, Kurt A. Turck
Leader-follower based Coalition Formation in Large-scale UAV Networks, A Quantum Evolutionary Approach. CoRR (2018)
Mohammad Zaeri-Amirani, Fatemeh Afghah, Jonathan D. Ashdown
Optimal Relaying Beamforming in Multiple Access Broadcast Channel (MABC) Bidirectional Cognitive Radio Networks in Presence of Interferers. Int. J. Wirel. Inf. Networks 25 (4) (2018)
Mohammad Zaeri-Amirani, Fatemeh Afghah, Jonathan D. Ashdown
Optimal Relaying Beamforming in Multiple Access Broadcast Channel (MABC) Bidirectional Cognitive Radio Networks in Presence of Interferers. CoRR (2018)
Rachad Atat, Junchao Ma, Hao Chen, Ulysses Lee, Jonathan D. Ashdown, Lingjia Liu
Cognitive relay networks with energy and mutual-information accumulation. INFOCOM Workshops (2018)
Jonathan D. Ashdown, Lingjia Liu, Gary J. Saulnier, Kyle R. Wilt
Resource allocation for a multichannel ultrasonic through-wall communication system. INFOCOM Workshops (2017)
Rachad Atat, Hao Chen, Lingjia Liu, Jonathan D. Ashdown, Michael J. Medley, John D. Matyjas
Fundamentals of Spatial RF Energy Harvesting for D2D Cellular Networks. GLOBECOM (2016)
Rachad Atat, Lingjia Liu, Jonathan D. Ashdown, Michael J. Medley, John D. Matyjas, Yang Yi
Improving Spectral Efficiency of D2D Cellular Networks through RF Energy Harvesting. GLOBECOM (2016)
Rachad Atat, Lingjia Liu, Jonathan D. Ashdown, Michael J. Medley, John D. Matyjas
On the Performance of Relay-Assisted D2D Networks under Spatially Correlated Interference. GLOBECOM (2016)
Somayeh Mosleh, Jonathan D. Ashdown, John D. Matyjas, Michael J. Medley, Jianzhong Zhang, Lingjia Liu
Interference Alignment for Downlink Multi-Cell LTE-Advanced Systems With Limited Feedback. IEEE Trans. Wirel. Commun. 15 (12) (2016)
Jonathan D. Ashdown, Gary J. Saulnier, Tristan J. Lawry, Kyle R. Wilt, Henry A. Scarton, Sam Pascarelle, John D. Pinezich
Multi-channel data communication through thick metallic barriers. ICC (2012)
Jonathan D. Ashdown, Gary J. Saulnier, Tristan J. Lawry, Kyle R. Wilt, Henry A. Scarton
High-rate ultrasonic communication through metallic barriers using MIMO-OFDM techniques. MILCOM (2012)
Tristan J. Lawry, Gary J. Saulnier, Jonathan D. Ashdown, Kyle R. Wilt, Henry A. Scarton, Sam Pascarelle, John D. Pinezich
Penetration-free system for transmission of data and power through solid metal barriers. MILCOM (2011)