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ORCIDAbdul Karim Gizzini
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2020 – today
- 2024
[j6]Abdul Karim Gizzini
, Yahia Medjahdi, Ali J. Ghandour, Laurent Clavier:
Towards Explainable AI for Channel Estimation in Wireless Communications. IEEE Trans. Veh. Technol. 73(5): 7389-7394 (2024)- [c8]Syed Asrar ul Haq, Sumit Jagdish Darak, Abdul Karim Gizzini:
Low Complexity Deep Learning Aided Channel Estimation Architecture for Vehicular Networks. ISCAS 2024: 1-5 - [c7]Abdul Karim Gizzini, Yahia Medjahdi, Mouna Ben Mabrouk:
GRACE: Gradient-based XAI Scheme for Channel Estimation in Wireless Communications. MeditCom 2024: 572-577 - [i10]Abdul Karim Gizzini, Yahia Medjahdi, Ali J. Ghandour, Laurent Clavier:
Explainable AI for Enhancing Efficiency of DL-based Channel Estimation. CoRR abs/2407.07009 (2024) - 2023
- [j5]Syed Asrar ul Haq, Abdul Karim Gizzini, Shakti Shrey, Sumit Jagdish Darak, Sneh Saurabh, Marwa Chafii:
Deep Neural Network Augmented Wireless Channel Estimation for Preamble-Based OFDM PHY on Zynq System on Chip. IEEE Trans. Very Large Scale Integr. Syst. 31(7): 1026-1038 (2023) - [c6]Abdul Karim Gizzini, Marwa Chafii:
Deep Learning Based Channel Estimation in High Mobility Communications Using Bi-RNN Networks. ICC 2023: 2607-2612 - [i9]Abdul Karim Gizzini, Marwa Chafii:
Deep Learning Based Channel Estimation in High Mobility Communications Using Bi-RNN Networks. CoRR abs/2305.00208 (2023) - [i8]Abdul Karim Gizzini, Yahia Medjahdi, Ali J. Ghandour, Laurent Clavier:
Towards Explainable AI for Channel Estimation in Wireless Communications. CoRR abs/2307.00952 (2023) - [i7]Abdul Karim Gizzini, Marwa Chafii:
RNN Based Channel Estimation in Doubly Selective Environments. CoRR abs/2307.03438 (2023) - [i6]Hossein Shreim, Abdul Karim Gizzini, Ali J. Ghandour:
Trainable Noise Model as an XAI evaluation method: application on Sobol for remote sensing image segmentation. CoRR abs/2310.01828 (2023) - [i5]Abdul Karim Gizzini, Mustafa Shukor, Ali J. Ghandour:
Extending CAM-based XAI methods for Remote Sensing Imagery Segmentation. CoRR abs/2310.01837 (2023) - 2022
- [j4]Abdul Karim Gizzini, Marwa Chafii:
Low Complex Methods for Robust Channel Estimation in Doubly Dispersive Environments. IEEE Access 10: 34321-34339 (2022) - [j3]Abdul Karim Gizzini, Marwa Chafii:
A Survey on Deep Learning Based Channel Estimation in Doubly Dispersive Environments. IEEE Access 10: 70595-70619 (2022) - [c5]Shahab Ehsanfar, Klaus Moessner, Abdul Karim Gizzini, Marwa Chafii:
Performance Comparison of IEEE 802.11p, 802.11bd-draft and a Unique-Word-based PHY in Doubly-Dispersive Channels. WCNC 2022: 1815-1820 - [i4]Abdul Karim Gizzini, Marwa Chafii:
A Survey on Deep Learning based Channel Estimation in Doubly Dispersive Environments. CoRR abs/2206.02165 (2022) - [i3]Syed Asrar ul Haq, Abdul Karim Gizzini, Shakti Shrey, Sumit Jagdish Darak, Sneh Saurabh, Marwa Chafii:
Deep Neural Network Augmented Wireless Channel Estimation on System on Chip. CoRR abs/2209.02213 (2022) - 2021
- [b1]Abdul Karim Gizzini:
Advanced Linear and Deep Learning based Channel Estimation Techniques in Doubly Dispersive Environments. (Techniques avancées d'estimation linéaire et d'apprentissage profond du canal dans des environnements doublement dispersifs). CY Cergy Paris University, France, 2021 - [j2]Abdul Karim Gizzini, Marwa Chafii, Ahmad Nimr, Raed M. Shubair, Gerhard P. Fettweis:
CNN Aided Weighted Interpolation for Channel Estimation in Vehicular Communications. IEEE Trans. Veh. Technol. 70(12): 12796-12811 (2021) - [c4]Abdul Karim Gizzini, Marwa Chafii, Shahab Ehsanfar, Raed M. Shubair:
Temporal Averaging LSTM-based Channel Estimation Scheme for IEEE 802.11p Standard. GLOBECOM 2021: 1-7 - [i2]Abdul Karim Gizzini, Marwa Chafii, Ahmad Nimr, Raed M. Shubair, Gerhard P. Fettweis:
CNN aided Weighted Interpolation for Channel Estimation in Vehicular Communications. CoRR abs/2104.08813 (2021) - [i1]Abdul Karim Gizzini, Marwa Chafii, Shahab Ehsanfar, Raed M. Shubair:
Temporal Averaging LSTM-based Channel Estimation Scheme for IEEE 802.11p Standard. CoRR abs/2106.04829 (2021) - 2020
- [j1]Abdul Karim Gizzini, Marwa Chafii, Ahmad Nimr, Gerhard P. Fettweis:
Deep Learning Based Channel Estimation Schemes for IEEE 802.11p Standard. IEEE Access 8: 113751-113765 (2020) - [c3]Abdul Karim Gizzini, Marwa Chafii, Ahmad Nimr, Gerhard P. Fettweis:
Joint TRFI and Deep Learning for Vehicular Channel Estimation. GLOBECOM (Workshops) 2020: 1-6 - [c2]Abdul Karim Gizzini, Marwa Chafii, Ahmad Nimr, Gerhard P. Fettweis:
Enhancing Least Square Channel Estimation Using Deep Learning. VTC Spring 2020: 1-5 - [c1]Abdul Karim Gizzini, Marwa Chafii, Ahmad Nimr, Gerhard P. Fettweis:
Adaptive Channel Estimation based on Deep Learning. VTC Fall 2020: 1-5
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