Fatemeh Afghah

Orcid: 0000-0002-2315-1173

According to our database1, Fatemeh Afghah authored at least 145 papers between 2010 and 2024.

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Bibliography

2024
Efficient Fuzzy-Based 3-D Flying Base Station Positioning and Trajectory for Emergency Management in 5G and Beyond Cellular Networks.
IEEE Syst. J., June, 2024

Dataset for Spectrum Coexistence in Passive Sensing and Wireless Communication.
Dataset, April, 2024

FlameFinder: Illuminating Obscured Fire Through Smoke With Attentive Deep Metric Learning.
IEEE Trans. Geosci. Remote. Sens., 2024

A comprehensive survey of research towards AI-enabled unmanned aerial systems in pre-, active-, and post-wildfire management.
Inf. Fusion, 2024

Meta Reinforcement Learning Approach for Adaptive Resource Optimization in O-RAN.
CoRR, 2024

Data Overfitting for On-Device Super-Resolution with Dynamic Algorithm and Compiler Co-Design.
CoRR, 2024

SkyGrid: Energy-Flow Optimization at Harmonized Aerial Intersections.
CoRR, 2024

Deciphering Heartbeat Signatures: A Vision Transformer Approach to Explainable Atrial Fibrillation Detection from ECG Signals.
CoRR, 2024

Joint path planning and power allocation of a cellular-connected UAV using apprenticeship learning via deep inverse reinforcement learning.
Comput. Networks, 2024

An Efficient Authentication and Access Control Protocol for Securing UAV Networks Against Anomaly-Based Intrusion.
IEEE Access, 2024

A Certificate-Based Ring Signcryption Scheme for Securing UAV-Enabled Private Edge Computing Systems.
IEEE Access, 2024

A Physical Testbed and Open Dataset for Passive Sensing and Wireless Communication Spectrum Coexistence.
IEEE Access, 2024

Hardware Acceleration for Real-Time Wildfire Detection Onboard Drone Networks.
Proceedings of the IEEE INFOCOM 2024, 2024

Dynamic Online Modulation Recognition using Incremental Learning.
Proceedings of the International Conference on Computing, Networking and Communications, 2024

Obscured Wildfire Flame Detection by Spatio-temporal Analysis of Smoke Patterns Using Frame-wise Transformers.
Proceedings of the 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2024

Development of a Mobile Ad-Hoc Network Testbed: Modular Implementation of Ad-Hoc On-Demand Distance Vector Routing.
Proceedings of the 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2024

PyroTrack: Belief-Based Deep Reinforcement Learning Path Planning for Aerial Wildfire Monitoring in Partially Observable Environments.
Proceedings of the American Control Conference, 2024

2023
BlocKP: Key-Predistribution-Based Secure Data Transfer.
IEEE Internet Things J., March, 2023

FLAME 2: Fire detection and modeLing: Aerial Multi-spectral imagE dataset.
Dataset, February, 2023

gfpop: An <i>R</i> Package for Univariate Graph-Constrained Change-Point Detection.
J. Stat. Softw., 2023

Heterogeneous Drone Small Cells: Optimal 3D Placement for Downlink Power Efficiency and Rate Satisfaction.
CoRR, 2023

ECGBERT: Understanding Hidden Language of ECGs with Self-Supervised Representation Learning.
CoRR, 2023

Synthetic ECG Signal Generation Using Probabilistic Diffusion Models.
IEEE Access, 2023

Meta-Learning for Wireless Interference Identification.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

5G Wings: Investigating 5G-Connected Drones Performance in Non-Urban Areas.
Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

Attention-Guided Synthetic Data Augmentation for Drone-based Wildfire Detection.
Proceedings of the IEEE INFOCOM 2023, 2023

Autoencoder-Based Radio Frequency Interference Mitigation for SMAP Passive Radiometer.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

A Meta-learning based Generalizable Indoor Localization Model using Channel State Information.
Proceedings of the IEEE Global Communications Conference, 2023

Attention-Based Open RAN Slice Management Using Deep Reinforcement Learning.
Proceedings of the IEEE Global Communications Conference, 2023

Towards High-Quality and Efficient Video Super-Resolution via Spatial-Temporal Data Overfitting.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023


Triplet Loss-less Center Loss Sampling Strategies in Facial Expression Recognition Scenarios.
Proceedings of the 57th Annual Conference on Information Sciences and Systems, 2023

Thermal Image Calibration and Correction using Unpaired Cycle-Consistent Adversarial Networks.
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

Open RAN LSTM Traffic Prediction and Slice Management Using Deep Reinforcement Learning.
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

SCC5G: A PQC-Based Architecture for Highly Secure Critical Communication Over Cellular Network in Zero-Trust Environment.
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022
Clouds Proportionate Medical Data Stream Analytics for Internet of Things-Based Healthcare Systems.
IEEE J. Biomed. Health Informatics, 2022

Drones' Edge Intelligence Over Smart Environments in B5G: Blockchain and Federated Learning Synergy.
IEEE Trans. Green Commun. Netw., 2022

Electromagnetic Spectrum Contribution in Astronomy, Health, Atmospheric, Geology and Environment Applications.
Int. J. Wirel. Inf. Networks, 2022

Introduction to Special Issue on New Paradigms in Intelligent Spectrum Management.
Int. J. Wirel. Inf. Networks, 2022

Traffic scheduling, network slicing and virtualization based on deep reinforcement learning.
Comput. Electr. Eng., 2022

A review of AI-enabled routing protocols for UAV networks: Trends, challenges, and future outlook.
Ad Hoc Networks, 2022

LB-OPAR: Load balanced optimized predictive and adaptive routing for cooperative UAV networks.
Ad Hoc Networks, 2022

Helper Data Masking for Physically Unclonable Function-Based Key Generation Algorithms.
IEEE Access, 2022

Wildland Fire Detection and Monitoring Using a Drone-Collected RGB/IR Image Dataset.
IEEE Access, 2022

Secure PUF-based Authentication and Key Exchange Protocol using Machine Learning.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2022

Heterogeneous Airborne mmWave Cells: Optimal Placement for Power-Efficient Maximum Coverage.
Proceedings of the IEEE INFOCOM 2022, 2022

Evolutionary Deep Reinforcement Learning for Dynamic Slice Management in O-RAN.
Proceedings of the IEEE Globecom 2022 Workshops, 2022

Autonomous Unmanned Aerial Vehicle Systems in Wildfire Detection and Management-Challenges and Opportunities.
Proceedings of the Dynamic Data Driven Applications Systems - 4th International Conference, 2022

Arrhythmia Classification Using CGAN-Augmented ECG Signals.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021
The FLAME dataset: Aerial Imagery Pile burn detection using drones (UAVs).
Dataset, April, 2021

Fully-Echoed Q-Routing With Simulated Annealing Inference for Flying Adhoc Networks.
IEEE Trans. Netw. Sci. Eng., 2021

UAV-Assisted Communication in Remote Disaster Areas Using Imitation Learning.
IEEE Open J. Commun. Soc., 2021

Content Delivery Networks: State of the Art, Trends, and Future Roadmap.
ACM Comput. Surv., 2021

Synthetic ECG Signal Generation Using Generative Neural Networks.
CoRR, 2021

How UAVs' Highly Dynamic 3D Movement Improves Network Security?
CoRR, 2021

Aerial imagery pile burn detection using deep learning: The FLAME dataset.
Comput. Networks, 2021

ECG Language processing (ELP): A new technique to analyze ECG signals.
Comput. Methods Programs Biomed., 2021

A greedy graph search algorithm based on changepoint analysis for automatic QRS complex detection.
Comput. Biol. Medicine, 2021

Green internet of things using UAVs in B5G networks: A review of applications and strategies.
Ad Hoc Networks, 2021

Exploiting Secrecy Performance of Uplink NOMA in Cellular Networks.
IEEE Access, 2021

Reliable, Secure, and Efficient Hardware Implementation of Password Manager System Using SRAM PUF.
IEEE Access, 2021

How UAVs' Highly Dynamic 3D Movement Improves Network Security?
Proceedings of the 22nd IEEE International Symposium on a World of Wireless, 2021

OPAR: Optimized Predictive and Adaptive Routing for Cooperative UAV Networks.
Proceedings of the 2021 IEEE Conference on Computer Communications Workshops, 2021

An Exhaustive Study of Using Commercial LTE Network for UAV Communication in Rural Areas.
Proceedings of the IEEE International Conference on Communications Workshops, 2021

An Error Correction Approach to Memristors PUF-based Key Encapsulation.
Proceedings of the 2021 IEEE International Conference on Omni-Layer Intelligent Systems, 2021

Joint 3D Placement and Interference Management for Drone Small Cells.
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020
Piece-wise Matching Layer in Representation Learning for ECG Classification.
CoRR, 2020

Multi-level Feature Learning on Embedding Layer of Convolutional Autoencoders and Deep Inverse Feature Learning for Image Clustering.
CoRR, 2020

Real-time Framework for Trust Monitoring in aNetwork of Unmanned Aerial Vehicles.
CoRR, 2020

Deep Inverse Feature Learning: A Representation Learning of Error.
CoRR, 2020

A survey on physical unclonable function (PUF)-based security solutions for Internet of Things.
Comput. Networks, 2020

HAN-ECG: An interpretable atrial fibrillation detection model using hierarchical attention networks.
Comput. Biol. Medicine, 2020

An Autonomous Spectrum Management Scheme for Unmanned Aerial Vehicle Networks in Disaster Relief Operations.
IEEE Access, 2020

UASTrustChain: A Decentralized Blockchain- Based Trust Monitoring Framework for Autonomous Unmanned Aerial Systems.
IEEE Access, 2020

Sequential Association Rule Mining for Autonomously Extracting Hierarchical Task Structures in Reinforcement Learning.
IEEE Access, 2020

Inverse Feature Learning: Feature Learning Based on Representation Learning of Error.
IEEE Access, 2020

Enabling Full-Duplex and Energy Harvesting in Uplink and Downlink of Small-Cell Network Relying on Power Domain Based Multiple Access.
IEEE Access, 2020

Wildfire Spread Modeling with Aerial Image Processing.
Proceedings of the 21st IEEE International Symposium on "A World of Wireless, 2020

A Real-time Framework for Trust Monitoring in a Network of Unmanned Aerial Vehicles.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

A Graph-constrained Changepoint Detection Approach for ECG Segmentation.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Transfer Learning for Wildfire Identification in UAV Imagery.
Proceedings of the 54th Annual Conference on Information Sciences and Systems, 2020

A Graph-Constrained Changepoint Learning Approach for Automatic QRS-Complex Detection.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

An Uncertainty Estimation Framework for Risk Assessment in Deep Learning-based AFib Classification.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019
An Energy Efficient Framework for UAV-Assisted Millimeter Wave 5G Heterogeneous Cellular Networks.
IEEE Trans. Green Commun. Netw., 2019

Single-modal and Multi-modal False Arrhythmia Alarm Reduction using Attention-based Convolutional and Recurrent Neural Networks.
CoRR, 2019

A Survey on Hardware-based Security Mechanisms for Internet of Things.
CoRR, 2019

SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach.
CoRR, 2019

Use of a quantum genetic algorithm for coalition formation in large-scale UAV networks.
Ad Hoc Networks, 2019

Combined Dense Urban Traffic Surveillance and Principal Component Analysis for Intelligent Transportation Systems.
Proceedings of the TENCON 2019, 2019

A Solution for Dynamic Spectrum Management in Mission-Critical UAV Networks.
Proceedings of the 16th Annual IEEE International Conference on Sensing, 2019

A Proof of Concept SRAM-based Physically Unclonable Function (PUF) Key Generation Mechanism for IoT Devices.
Proceedings of the 16th Annual IEEE International Conference on Sensing, 2019

A Matching-Theoretic Approach to Distributed SWIPT in Ad-Hoc Wireless Networks.
Proceedings of the 2019 International Symposium on Networks, Computers and Communications, 2019

Wildfire Monitoring in Remote Areas using Autonomous Unmanned Aerial Vehicles.
Proceedings of the IEEE INFOCOM 2019, 2019

Inter- and Intra- Patient ECG Heartbeat Classification for Arrhythmia Detection: A Sequence to Sequence Deep Learning Approach.
Proceedings of the IEEE International Conference on Acoustics, 2019

An Unsupervised Feature Learning Approach to Reduce False Alarm Rate in ICUs.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Distributed Cooperative Spectrum Sharing in UAV Networks Using Multi-Agent Reinforcement Learning.
Proceedings of the 16th IEEE Annual Consumer Communications & Networking Conference, 2019

Optimized Compression Policy for Flying Ad hoc Networks.
Proceedings of the 16th IEEE Annual Consumer Communications & Networking Conference, 2019

Simultaneous Multiple Features Tracking of Beats: A Representation Learning Approach to Reduce False Alarm Rate in ICUs.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

ECGNET: Learning Where to Attend for Detection of Atrial Fibrillation with Deep Visual Attention.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

A Deviation Analysis Framework for ECG Signals Using Controlled Spatial Transformation.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

Fire Frontline Monitoring by Enabling UAV-Based Virtual Reality with Adaptive Imaging Rate.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018
Intersatellite Communication System Based on Visible Light.
IEEE Trans. Aerosp. Electron. Syst., 2018

A unified framework for joint mobility prediction and object profiling of drones in UAV networks.
J. Commun. Networks, 2018

Optimal Relaying Beamforming in Multiple Access Broadcast Channel (MABC) Bidirectional Cognitive Radio Networks in Presence of Interferers.
Int. J. Wirel. Inf. Networks, 2018

A ReRAM Physically Unclonable Function (ReRAM PUF)-Based Approach to Enhance Authentication Security in Software Defined Wireless Networks.
Int. J. Wirel. Inf. Networks, 2018

Distributed simultaneous wireless information and power transfer in multiuser amplify-and-forward ad hoc wireless networks.
Int. J. Commun. Syst., 2018

Game Theoretic Approach for Systematic Feature Selection; Application in False Alarm Detection in Intensive Care Units.
Entropy, 2018

Autonomous Extraction of a Hierarchical Structure of Tasks in Reinforcement Learning, A Sequential Associate Rule Mining Approach.
CoRR, 2018

A Hierarchical Spectrum Access Scheme for TV White Space Coexistence in Heterogeneous Networks.
IEEE Access, 2018

A Stackelberg Game-theoretic Model for Interference Management in Inter-satellite Communication Networks.
Proceedings of the 6th IEEE International Conference on Wireless for Space and Extreme Environments, 2018

On Greedy Routing in Dynamic UAV Networks.
Proceedings of the 2018 IEEE International Conference on Sensing, 2018

A Secret Key Generation Scheme for Internet of Things using Ternary-States ReRAM-based Physical Unclonable Functions.
Proceedings of the 14th International Wireless Communications & Mobile Computing Conference, 2018

Leader-follower based coalition formation in large-scale UAV networks, a quantum evolutionary approach.
Proceedings of the IEEE INFOCOM 2018, 2018

A reputation-based stackelberg game model to enhance secrecy rate in spectrum leasing to selfish IoT devices.
Proceedings of the IEEE INFOCOM 2018, 2018

Energy Efficiency Analysis of UAV-Assisted mmWave HetNets.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

A Feature Selection Method Based on Shapley Value to False Alarm Reduction in ICUs A Genetic-Algorithm Approach.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

A Coalition Formation Approach to Coordinated Task Allocation in Heterogeneous UAV Networks.
Proceedings of the 2018 Annual American Control Conference, 2018

2017
A non-cooperative game theoretic approach for power allocation in intersatellite communication.
Proceedings of the 2017 IEEE International Conference on Wireless for Space and Extreme Environments, 2017

Link performance improvement via design variables optimization in LED-based VLC system for inter-satellite communication.
Proceedings of the 2017 IEEE International Conference on Wireless for Space and Extreme Environments, 2017

Ag conductive bridge RAMs for physical unclonable functions.
Proceedings of the 2017 IEEE International Symposium on Hardware Oriented Security and Trust, 2017

A hierarchical Stackelberg-coalition formation game theoretic framework for cooperative spectrum leasing.
Proceedings of the 51st Annual Conference on Information Sciences and Systems, 2017

Optimal measurement policy for predicting UAV network topology.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016
Channel-Adaptive Packetization Policy for Minimal Latency and Maximal Energy Efficiency.
IEEE Trans. Wirel. Commun., 2016

Survey of Inter-Satellite Communication for Small Satellite Systems: Physical Layer to Network Layer View.
IEEE Commun. Surv. Tutorials, 2016

Utility of Light Emitting Diodes for inter-satellite communication in multi-satellite networks.
Proceedings of the 2016 IEEE International Conference on Wireless for Space and Extreme Environments, 2016

2015
A Shapley Value Solution to Game Theoretic-based Feature Reduction in False Alarm Detection.
CoRR, 2015

Software Defined Radio implementation of DS-CDMA in inter-satellite communications for small satellites.
Proceedings of the 2015 IEEE International Conference on Wireless for Space and Extreme Environments, 2015

Systems engineering of inter-satellite communications for distributed systems of small satellites.
Proceedings of the Annual IEEE Systems Conference, 2015

Driver behavior modeling near intersections using support vector machines based on statistical feature extraction.
Proceedings of the 2015 IEEE Intelligent Vehicles Symposium, 2015

A Game Theoretic Predictive Modeling Approach to Reduction of False Alarm.
Proceedings of the Smart Health - International Conference, 2015

Design and Implementation of an Autonomous Wireless Sensor-Based Smart Home.
Proceedings of the 24th International Conference on Computer Communication and Networks, 2015

Identifying gene subnetworks associated with clinical outcome in ovarian cancer using Network Based Coalition Game.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Spectrum sharing in cooperative cognitive radio networks: A matching game framework.
Proceedings of the 49th Annual Conference on Information Sciences and Systems, 2015

MIMO-OFDM non-regenerative relay channel estimation using compressed sensing.
Proceedings of the 49th Annual Conference on Information Sciences and Systems, 2015

Context-aware D2D peer selection for load distribution in LTE networks.
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2014
Game Theoretic Study of Cooperative Spectrum Leasing in Cognitive Radio Networks.
Int. J. Handheld Comput. Res., 2014

Power allocation in parallel relay channels using a near-potential game theoretical approach.
Proceedings of the 48th Annual Conference on Information Sciences and Systems, 2014

Blood loss severity prediction using game theoretic based feature selection.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014

2013
Power Optimized DSTBC Assisted DMF Relaying in Wireless Sensor Networks with Redundant Super Nodes.
IEEE Trans. Wirel. Commun., 2013

Stochastic game theoretical model for packet forwarding in relay networks.
Telecommun. Syst., 2013

Distributed fair-efficient power allocation in two-hop relay networks.
Proceedings of the 10th Annual IEEE International Conference on Sensing, 2013

A reputation-based Stackelberg game approach for spectrum sharing with cognitive cooperation.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2011
Binary Source Estimation Using a Two-Tiered Wireless Sensor Network.
IEEE Commun. Lett., 2011

Throughput optimization in relay networks using Markovian game theory.
Proceedings of the 2011 IEEE Wireless Communications and Networking Conference, 2011

2010
Stochastic Game Theoretical Model for Packet Forwarding in Reliable Relay Networks.
Proceedings of the 2010 International Conference on Wireless Networks, 2010


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