Professor Ali Imran
- Professor of Intelligent Systems (Autonomous Systems & Connectivity)
Publications
2023
Masood, U., Farooq, H., Imran, A. and Abu-Dayya, A. (2023) Interpretable AI-based large-scale 3D pathloss prediction model for enabling emerging self-driving networks. IEEE Transactions on Mobile Computing, 22(7), pp. 3967-3984. (doi: 10.1109/TMC.2022.3147191)
Qureshi, H. N. et al. (2023) Towards addressing training data scarcity challenge in emerging radio access networks: a survey and framework. IEEE Communications Surveys and Tutorials, (doi: 10.1109/COMST.2023.3271419) (Early Online Publication)
Zaidi, S. M. A., Manalastas, M., Farooq, M. U. B., Qureshi, H., Abu-Dayya, A. and Imran, A. (2023) A data driven framework for QoE-aware intelligent EN-DC activation. IEEE Transactions on Vehicular Technology, 72(2), pp. 2381-2394. (doi: 10.1109/TVT.2022.3211741)
Kasi, S. K., Hashmi, U. S., Ekin, S., Abu-Dayya, A. and Imran, A. (2023) D-RAN: A DRL-based demand-driven elastic user-centric RAN optimization for 6G \nd Beyond. IEEE Transactions on Cognitive Communications and Networking, 9(1), pp. 130-145. (doi: 10.1109/TCCN.2022.3217785)
2022
Manalastas, M., Farooq, M. U. B., Zaidi, S. M. A., Abu-Dayya, A. and Imran, A. (2022) A data-driven framework for inter-frequency handover failure prediction and mitigation. IEEE Transactions on Vehicular Technology, 71(6), pp. 6158-6172. (doi: 10.1109/TVT.2022.3157802)
Umar Bin Farooq, M., Manalastas, M., Raza, W., Zaidi, S. M. A., Rizwan, A., Abu-Dayya, A. and Imran, A. (2022) A data-driven self-optimization solution for inter-frequency mobility parameters in emerging networks. IEEE Transactions on Cognitive Communications and Networking, 8(2), pp. 570-583. (doi: 10.1109/TCCN.2022.3152510)
Articles
Masood, U., Farooq, H., Imran, A. and Abu-Dayya, A. (2023) Interpretable AI-based large-scale 3D pathloss prediction model for enabling emerging self-driving networks. IEEE Transactions on Mobile Computing, 22(7), pp. 3967-3984. (doi: 10.1109/TMC.2022.3147191)
Qureshi, H. N. et al. (2023) Towards addressing training data scarcity challenge in emerging radio access networks: a survey and framework. IEEE Communications Surveys and Tutorials, (doi: 10.1109/COMST.2023.3271419) (Early Online Publication)
Zaidi, S. M. A., Manalastas, M., Farooq, M. U. B., Qureshi, H., Abu-Dayya, A. and Imran, A. (2023) A data driven framework for QoE-aware intelligent EN-DC activation. IEEE Transactions on Vehicular Technology, 72(2), pp. 2381-2394. (doi: 10.1109/TVT.2022.3211741)
Kasi, S. K., Hashmi, U. S., Ekin, S., Abu-Dayya, A. and Imran, A. (2023) D-RAN: A DRL-based demand-driven elastic user-centric RAN optimization for 6G \nd Beyond. IEEE Transactions on Cognitive Communications and Networking, 9(1), pp. 130-145. (doi: 10.1109/TCCN.2022.3217785)
Manalastas, M., Farooq, M. U. B., Zaidi, S. M. A., Abu-Dayya, A. and Imran, A. (2022) A data-driven framework for inter-frequency handover failure prediction and mitigation. IEEE Transactions on Vehicular Technology, 71(6), pp. 6158-6172. (doi: 10.1109/TVT.2022.3157802)
Umar Bin Farooq, M., Manalastas, M., Raza, W., Zaidi, S. M. A., Rizwan, A., Abu-Dayya, A. and Imran, A. (2022) A data-driven self-optimization solution for inter-frequency mobility parameters in emerging networks. IEEE Transactions on Cognitive Communications and Networking, 8(2), pp. 570-583. (doi: 10.1109/TCCN.2022.3152510)