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Publication search results
found 84 matches
- 2023
- Shahrukh Khan Kasi, Umair Sajid Hashmi, Sabit Ekin, Adnan A. Abu-Dayya, Ali Imran:
D-RAN: A DRL-Based Demand-Driven Elastic User-Centric RAN Optimization for 6G & Beyond. IEEE Trans. Cogn. Commun. Netw. 9(1): 130-145 (2023) - Usama Masood, Hasan Farooq, Ali Imran, Adnan A. Abu-Dayya:
Interpretable AI-Based Large-Scale 3D Pathloss Prediction Model for Enabling Emerging Self-Driving Networks. IEEE Trans. Mob. Comput. 22(7): 3967-3984 (2023) - Syed Muhammad Asad Zaidi, Marvin Manalastas, Muhammad Umar Bin Farooq, Haneya Naeem Qureshi, Adnan A. Abu-Dayya, Ali Imran:
A Data Driven Framework for QoE-Aware Intelligent EN-DC Activation. IEEE Trans. Veh. Technol. 72(2): 2381-2394 (2023) - Syed Muhammad Asad Zaidi, Haneya Naeem Qureshi, Marvin Manalastas, Adnan A. Abu-Dayya, Ali Rizwan, Ali Imran:
AI-Assisted Joint Search Approach for mmwave Cell Discovery Using Sparse MDT Data. IEEE Trans. Veh. Technol. 72(12): 15693-15705 (2023) - Syed Muhammad Asad Zaidi, Hasan Farooq, Ali Rizwan, Adnan A. Abu-Dayya, Ali Imran:
A Framework to Address Mobility Management Challenges in Emerging Networks. IEEE Wirel. Commun. 30(4): 90-97 (2023) - 2022
- Muhammad Sajid Riaz, Haneya Naeem Qureshi, Usama Masood, Ali Rizwan, Adnan A. Abu-Dayya, Ali Imran:
A Hybrid Deep Learning-Based (HYDRA) Framework for Multifault Diagnosis Using Sparse MDT Reports. IEEE Access 10: 67140-67151 (2022) - Muhammad Umar Bin Farooq, Marvin Manalastas, Waseem Raza, Syed Muhammad Asad Zaidi, Ali Rizwan, Adnan A. Abu-Dayya, Ali Imran:
A Data-Driven Self-Optimization Solution for Inter-Frequency Mobility Parameters in Emerging Networks. IEEE Trans. Cogn. Commun. Netw. 8(2): 570-583 (2022) - Marvin Manalastas, Muhammad Umar Bin Farooq, Syed Muhammad Asad Zaidi, Adnan A. Abu-Dayya, Ali Imran:
A Data-Driven Framework for Inter-Frequency Handover Failure Prediction and Mitigation. IEEE Trans. Veh. Technol. 71(6): 6158-6172 (2022) - Ali Rizwan, Adnan A. Abu-Dayya, Fethi Filali, Ali Imran:
Addressing Data Sparsity with GANs for Multi-fault Diagnosing in Emerging Cellular Networks. ICAIIC 2022: 318-323 - Muhammad Umar Bin Farooq, Marvin Manalastas, Syed Muhammad Asad Zaidi, Adnan A. Abu-Dayya, Ali Imran:
Machine Learning Aided Holistic Handover Optimization for Emerging Networks. ICC 2022: 710-715 - Muhammad Asif Khan, Hamid Menouar, Osama Muhammad Khalid, Adnan A. Abu-Dayya:
Unauthorized Drone Detection: Experiments and Prototypes. ICIT 2022: 1-6 - Sajid Riaz, Haneya Naeem Qureshi, Usama Masood, Ali Rizwan, Adnan A. Abu-Dayya, Ali Imran:
Deep Learning-based Framework for Multi-Fault Diagnosis in Self-Healing Cellular Networks. WCNC 2022: 746-751 - Usama Masood, Hasan Farooq, Ali Imran, Adnan A. Abu-Dayya:
Interpretable AI-based Large-scale 3D Pathloss Prediction Model for enabling Emerging Self-Driving Networks. CoRR abs/2201.12899 (2022) - Muhammad Umar Bin Farooq, Marvin Manalastas, Syed Muhammad Asad Zaidi, Adnan A. Abu-Dayya, Ali Imran:
Machine Learning Aided Holistic Handover Optimization for Emerging Networks. CoRR abs/2202.02851 (2022) - Muhammad Asif Khan, Hamid Menouar, Osama Muhammad Khalid, Adnan A. Abu-Dayya:
Unauthorized Drone Detection: Experiments and Prototypes. CoRR abs/2212.01436 (2022) - 2021
- Ali Rizwan, Mona Jaber, Fethi Filali, Ali Imran, Adnan A. Abu-Dayya:
A Zero-Touch Network Service Management Approach Using AI-Enabled CDR Analysis. IEEE Access 9: 157699-157714 (2021) - Muhammad Nabeel, Umair Sajid Hashmi, Sabit Ekin, Hazem H. Refai, Adnan A. Abu-Dayya, Ali Imran:
SpiderNet: Spectrally Efficient and Energy Efficient Data Aided Demand Driven Elastic Architecture for 6G. IEEE Netw. 35(5): 256-263 (2021) - 2020
- Haneya Naeem Qureshi, Ali Imran, Adnan A. Abu-Dayya:
Enhanced MDT-Based Performance Estimation for AI Driven Optimization in Future Cellular Networks. IEEE Access 8: 161406-161426 (2020) - Umair Sajid Hashmi, Syed Ali Raza Zaidi, Ali Imran, Adnan A. Abu-Dayya:
Enhancing Downlink QoS and Energy Efficiency Through a User-Centric Stienen Cell Architecture for mmWave Networks. IEEE Trans. Green Commun. Netw. 4(2): 387-403 (2020) - Muhammad Umar Bin Farooq, Marvin Manalastas, Waseem Raza, Aneeqa Ijaz, Syed Muhammad Asad Zaidi, Adnan A. Abu-Dayya, Ali Imran:
Data Driven Optimization of Inter-Frequency Mobility Parameters for Emerging Multi-band Networks. GLOBECOM 2020: 1-6 - Syed Muhammad Asad Zaidi, Marvin Manalastas, Adnan A. Abu-Dayya, Ali Imran:
AI-Assisted RLF Avoidance for Smart EN-DC Activation. GLOBECOM 2020: 1-6 - Muhammad Umar Bin Farooq, Marvin Manalastas, Waseem Raza, Aneeqa Ijaz, Syed Muhammad Asad Zaidi, Adnan A. Abu-Dayya, Ali Imran:
Data Driven Optimization of Inter-Frequency Mobility Parameters for Emerging Multi-band Networks. CoRR abs/2008.08200 (2020) - 2016
- Hasan Farooq, Ali Imran, Adnan A. Abu-Dayya:
A multi-objective performance modelling framework for enabling self-optimisation of cellular network topology and configurations. Trans. Emerg. Telecommun. Technol. 27(7): 1000-1015 (2016) - Ahmed Zoha, Arsalan Saeed, Ali Imran, Muhammad Ali Imran, Adnan A. Abu-Dayya:
A learning-based approach for autonomous outage detection and coverage optimization. Trans. Emerg. Telecommun. Technol. 27(3): 439-450 (2016) - Hakim Ghazzai, Elias Yaacoub, Mohamed-Slim Alouini, Zaher Dawy, Adnan A. Abu-Dayya:
Optimized LTE Cell Planning With Varying Spatial and Temporal User Densities. IEEE Trans. Veh. Technol. 65(3): 1575-1589 (2016) - Oluwakayode Onireti, Ahmed Zoha, Jessica Moysen, Ali Imran, Lorenza Giupponi, Muhammad Ali Imran, Adnan A. Abu-Dayya:
A Cell Outage Management Framework for Dense Heterogeneous Networks. IEEE Trans. Veh. Technol. 65(4): 2097-2113 (2016) - 2015
- Elias Yaacoub, Fethi Filali, Adnan A. Abu-Dayya:
QoE Enhancement of SVC Video Streaming Over Vehicular Networks Using Cooperative LTE/802.11p Communications. IEEE J. Sel. Top. Signal Process. 9(1): 37-49 (2015) - Raik Aissaoui, Amine Dhraief, Abdelfettah Belghith, Hamid Menouar, Hassan Mathkour, Fethi Filali, Adnan A. Abu-Dayya:
HCBLS: A Hierarchical Cluster-Based Location Service in Urban Environment. Mob. Inf. Syst. 2015: 490191:1-490191:16 (2015) - Elias Yaacoub, Hakim Ghazzai, Mohamed-Slim Alouini, Adnan A. Abu-Dayya:
On the impact of D2D traffic offloading on energy efficiency in green LTE-A HetNets. Wirel. Commun. Mob. Comput. 15(6): 1089-1105 (2015) - Ahmed Zoha, Arsalan Saeed, Ali Imran, Muhammad Ali Imran, Adnan A. Abu-Dayya:
Data-driven analytics for automated cell outage detection in Self-Organizing Networks. DRCN 2015: 203-210
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