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ALI KRAYANI
ALI KRAYANI
Ph.D., Assistant Professor - University of Genoa (Italy), Queen Mary University of London (UK)
Email verificata su edu.unige.it
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AI-based abnormality detection at the PHY-layer of cognitive radio by learning generative models
A Toma, A Krayani, M Farrukh, H Qi, L Marcenaro, Y Gao, CS Regazzoni
IEEE Transactions on Cognitive Communications and Networking 6 (1), 21-34, 2020
412020
Self-learning Bayesian generative models for jammer detection in cognitive-UAV-radios
A Krayani, M Baydoun, L Marcenaro, AS Alam, C Regazzoni
GLOBECOM 2020-2020 IEEE Global Communications Conference, 1-7, 2020
242020
Automatic Jamming Signal Classification in Cognitive UAV Radios
A Krayani, AS Alam, L Marcenaro, A Nallanathan, C Regazzoni
IEEE Transactions on Vehicular Technology, 1 - 17, 2022
152022
Learning a switching Bayesian model for jammer detection in the cognitive-radio-based Internet of Things
M Farrukh, A Krayani, M Baydoun, L Marcenaro, Y Gao, CS Regazzoni
2019 IEEE 5th World Forum on Internet of Things (WF-IoT), 380-385, 2019
13*2019
A Novel Resource Allocation for Anti-jamming in Cognitive-UAVs: an Active Inference Approach
A Krayani, AS Alam, L Marcenaro, A Nallanathan, C Regazzoni
IEEE Communications Letters, 2022
112022
Automatic modulation classification in cognitive-IoT radios using generalized dynamic Bayesian networks
A Krayani, AS Alam, M Calipari, L Marcenaro, A Nallanathan, ...
2021 IEEE 7th World Forum on Internet of Things (WF-IoT), 235-240, 2021
11*2021
Deep Learning for Spectrum Anomaly Detection in Cognitive mmWave Radios
A Toma, A Krayani, L Marcenaro, Y Gao, CS Regazzoni
2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile …, 2020
112020
An emergent self-awareness module for physical layer security in cognitive uav radios
A Krayani, AS Alam, L Marcenaro, A Nallanathan, C Regazzoni
IEEE Transactions on Cognitive Communications and Networking 8 (2), 888-906, 2022
102022
Smart Jammer Detection for Self-Aware Cognitive UAV Radios
A Krayani, M Baydoun, L Marcenaro, Y Gao, CS Regazzoni
2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile …, 2020
102020
Active inference integrated with imitation learning for autonomous driving
S Nozari, A Krayani, P Marin-Plaza, L Marcenaro, DM Gomez, ...
IEEE Access 10, 49738-49756, 2022
92022
Jammer detection in M-QAM-OFDM by learning a Dynamic Bayesian Model for the Cognitive Radio
A Krayani, M Farrukh, M Baydoun, L Marcenaro, Y Gao, CS Regazzoni
2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019
82019
Integrated sensing and communication for joint gps spoofing and jamming detection in vehicular v2x networks
A Krayani, G Barabino, L Marcenaro, C Regazzoni
2023 IEEE Wireless Communications and Networking Conference (WCNC), 1-7, 2023
52023
Jammer Detection in Vehicular V2X Networks
A Krayani, NJ William, L Marcenaro, C Regazzoni
2022 IEEE 21st Mediterranean Microwave Symposium (MMS), 2022
52022
A Goal-Directed Trajectory Planning Using Active Inference in UAV-Assisted Wireless Networks
A Krayani, K Khan, L Marcenaro, M Marchese, C Regazzoni
Sensors 23 (15), 6873, 2023
22023
Autonomous driving based on imitation and active inference
S Nozari, A Krayani, P Marin, L Marcenaro, D Martin, C Regazzoni
International Conference on System-Integrated Intelligence, 13-22, 2022
22022
Incremental Learning through Probabilistic Behavior Prediction
S Nozari, A Krayani, L Marcenaro, D Martin, C Regazzoni
22022
Active Inference for Sum Rate Maximization in UAV-Assisted Cognitive NOMA Networks
F Obite, A Krayani, AS Alam, L Marcenaro, A Nallanathan, C Regazzoni
arXiv preprint arXiv:2309.11263, 2023
12023
Adapting Exploratory Behaviour in Active Inference for Autonomous Driving
S Nozari, A Krayani, P Marin, L Marcenaro, D Martin, C Regazzoni
2023 IEEE International Conference on Acoustics, Speech, and Signal …, 2023
12023
Generalized Filtering with Transport Planning for Joint Modulation Conversion and Classification in AI-enabled Radios
A Krayani, NJ William, AS Alam, L Marcenaro, Z Qin, A Nallanathan, ...
ICC 2022-IEEE International Conference on Communications, 3759-3765, 2022
12022
Probabilistic anomaly detection methods using learned models from time-series data for multimedia self-aware systems
C Regazzoni, A Krayani, G Slavic, L Marcenaro
Advanced Methods and Deep Learning in Computer Vision, 449-479, 2022
12022
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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