Deep learning based channel estimation schemes for IEEE 802.11 p standard AK Gizzini, M Chafii, A Nimr, G Fettweis IEEE Access 8, 113751-113765, 2020 | 85 | 2020 |
Temporal averaging LSTM-based channel estimation scheme for IEEE 802.11 p standard AK Gizzini, M Chafii, S Ehsanfar, RM Shubair 2021 IEEE global communications conference (GLOBECOM), 01-07, 2021 | 51 | 2021 |
CNN aided weighted interpolation for channel estimation in vehicular communications AK Gizzini, M Chafii, A Nimr, RM Shubair, G Fettweis IEEE Transactions on Vehicular Technology 70 (12), 12796-12811, 2021 | 36 | 2021 |
A survey on deep learning based channel estimation in doubly dispersive environments AK Gizzini, M Chafii IEEE Access 10, 70595-70619, 2022 | 34 | 2022 |
Enhancing least square channel estimation using deep learning AK Gizzini, M Chafii, A Nimr, G Fettweis 2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring), 1-5, 2020 | 32 | 2020 |
Joint TRFI and deep learning for vehicular channel estimation AK Gizzini, M Chafii, A Nimr, G Fettweis 2020 IEEE Globecom Workshops (GC Wkshps, 1-6, 2020 | 22 | 2020 |
Autonomous building detection using edge properties and image color invariants AJ Ghandour, AA Jezzini Buildings 8 (5), 65, 2018 | 22 | 2018 |
Adaptive channel estimation based on deep learning AK Gizzini, M Chafii, A Nimr, G Fettweis 2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall), 1-5, 2020 | 9 | 2020 |
Performance Comparison of IEEE 802.11 p, 802.11 bd-draft and a Unique-Word-based PHY in Doubly-Dispersive Channels S Ehsanfar, K Moessner, AK Gizzini, M Chafii 2022 IEEE Wireless Communications and Networking Conference (WCNC), 1815-1820, 2022 | 8 | 2022 |
Building shadow detection based on multi-thresholding segmentation AJ Ghandour, AA Jezzini Signal, Image and Video Processing 13 (2), 349-357, 2019 | 8 | 2019 |
Post-War Building Damage Detection AJ Ghandour, AA Jezzini Proceedings 2 (7), 359, 2018 | 8 | 2018 |
Deep neural network augmented wireless channel estimation for preamble-based ofdm phy on zynq system on chip SAU Haq, AK Gizzini, S Shrey, SJ Darak, S Saurabh, M Chafii IEEE Transactions on Very Large Scale Integration (VLSI) Systems 31 (7 …, 2023 | 7 | 2023 |
Low complex methods for robust channel estimation in doubly dispersive environments AK Gizzini, M Chafii IEEE Access 10, 34321-34339, 2022 | 6 | 2022 |
RNN Based Channel Estimation in Doubly Selective Environments AK Gizzini, M Chafii IEEE Transactions on Machine Learning in Communications and Networking, 2023 | 5 | 2023 |
Towards explainable AI for channel estimation in wireless communications AK Gizzini, Y Medjahdi, AJ Ghandour, L Clavier IEEE Transactions on Vehicular Technology, 2023 | 4 | 2023 |
Extending cam-based xai methods for remote sensing imagery segmentation AK Gizzini, M Shukor, AJ Ghandour arXiv preprint arXiv:2310.01837, 2023 | 4 | 2023 |
Deep Learning Based Channel Estimation in High Mobility Communications Using Bi-RNN Networks AK Gizzini, M Chafii ICC 2023-IEEE International Conference on Communications, 2607-2612, 2023 | 4 | 2023 |
Autonomous vehicle detection and classification in high resolution satellite imagery AJ Ghandour, HA Krayem, AA Jezzini 2018 International Arab Conference on Information Technology (ACIT), 1-5, 2018 | 4 | 2018 |
Advanced linear and deep learning based channel estimation techniques in doubly dispersive environments AK Gizzini Cergy Paris CY Université, 2021 | 3 | 2021 |
Trainable Noise Model as an XAI evaluation method: application on Sobol for remote sensing image segmentation H Shreim, AK Gizzini, AJ Ghandour arXiv preprint arXiv:2310.01828, 2023 | 2 | 2023 |