Professor Ali Imran
- Professor of Intelligent Systems (Autonomous Systems & Connectivity)
Publications
2024
Zhang, Shengning, Sambo, Yusuf ORCID: https://orcid.org/0000-0002-8760-6800, Imran, Muhammad Ali and Ahmad, Wasim
ORCID: https://orcid.org/0000-0001-6868-9236
(2024)
Optimizing Task Distribution in Edge Computing Systems through Reinforcement Learning: A Case Study on Video Object Tracking.
In: IEEE MECOM 2024: IEEE Middle East Conference on Communications and Networking 2024, Abu Dhabi, United Arab Emirates, 17-20 November 2024,
(Accepted for Publication)
Zaidi, Syed Basit Ali ORCID: https://orcid.org/0000-0001-6888-6344, Raza, Waseem, Qureshi, Haneya Naeem, Imran, Muhammad Ali
ORCID: https://orcid.org/0000-0003-4743-9136, Imran, Ali and Ansari, Shuja
ORCID: https://orcid.org/0000-0003-2071-0264
(2024)
A Domain-Aware Framework for Interpretable and Resilient Propagation Models: Enabling Digital Twins for Wireless Networks.
In: 2024 IEEE 99th Vehicular Technology Conference: VTC2024-Spring, Singapore, 24-27 Jun 2024,
(Accepted for Publication)
Ijaz, Aneeqa, Saeed, Tabish, Sadiq, Ismail, Qureshi, Haneya Naeem, Rizwan, Ali and Imran, Ali (2024) An AI-enabled bias-free respiratory disease diagnosis model using cough audio. Bioengineering, 11(1), 55. (doi: 10.3390/bioengineering11010055)
2023
University of the West of Scotland, The University Court of the University of Glasgow (2023) A Vital Signs Monitoring System. .
Masood, Usama, Farooq, Hasan, Imran, Ali and Abu-Dayya, Adnan (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, 25(3), pp. 1954-1990. (doi: 10.1109/COMST.2023.3271419)
Zaidi, Syed Muhammad Asad, Manalastas, Marvin, Farooq, Muhammad Umar Bin, Qureshi, Haneya, Abu-Dayya, Adnan and Imran, Ali (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, Shahrukh Khan, Hashmi, Umair Sajid, Ekin, Sabit, Abu-Dayya, Adnan and Imran, Ali (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, Marvin, Farooq, Muhammad Umar Bin, Zaidi, Syed Muhammad Asad, Abu-Dayya, Adnan and Imran, Ali (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, Muhammad, Manalastas, Marvin, Raza, Waseem, Zaidi, Syed Muhammad Asad, Rizwan, Ali, Abu-Dayya, Adnan and Imran, Ali (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
Ijaz, Aneeqa, Saeed, Tabish, Sadiq, Ismail, Qureshi, Haneya Naeem, Rizwan, Ali and Imran, Ali (2024) An AI-enabled bias-free respiratory disease diagnosis model using cough audio. Bioengineering, 11(1), 55. (doi: 10.3390/bioengineering11010055)
Masood, Usama, Farooq, Hasan, Imran, Ali and Abu-Dayya, Adnan (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, 25(3), pp. 1954-1990. (doi: 10.1109/COMST.2023.3271419)
Zaidi, Syed Muhammad Asad, Manalastas, Marvin, Farooq, Muhammad Umar Bin, Qureshi, Haneya, Abu-Dayya, Adnan and Imran, Ali (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, Shahrukh Khan, Hashmi, Umair Sajid, Ekin, Sabit, Abu-Dayya, Adnan and Imran, Ali (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, Marvin, Farooq, Muhammad Umar Bin, Zaidi, Syed Muhammad Asad, Abu-Dayya, Adnan and Imran, Ali (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, Muhammad, Manalastas, Marvin, Raza, Waseem, Zaidi, Syed Muhammad Asad, Rizwan, Ali, Abu-Dayya, Adnan and Imran, Ali (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)
Conference Proceedings
Zhang, Shengning, Sambo, Yusuf ORCID: https://orcid.org/0000-0002-8760-6800, Imran, Muhammad Ali and Ahmad, Wasim
ORCID: https://orcid.org/0000-0001-6868-9236
(2024)
Optimizing Task Distribution in Edge Computing Systems through Reinforcement Learning: A Case Study on Video Object Tracking.
In: IEEE MECOM 2024: IEEE Middle East Conference on Communications and Networking 2024, Abu Dhabi, United Arab Emirates, 17-20 November 2024,
(Accepted for Publication)
Zaidi, Syed Basit Ali ORCID: https://orcid.org/0000-0001-6888-6344, Raza, Waseem, Qureshi, Haneya Naeem, Imran, Muhammad Ali
ORCID: https://orcid.org/0000-0003-4743-9136, Imran, Ali and Ansari, Shuja
ORCID: https://orcid.org/0000-0003-2071-0264
(2024)
A Domain-Aware Framework for Interpretable and Resilient Propagation Models: Enabling Digital Twins for Wireless Networks.
In: 2024 IEEE 99th Vehicular Technology Conference: VTC2024-Spring, Singapore, 24-27 Jun 2024,
(Accepted for Publication)
Patents
University of the West of Scotland, The University Court of the University of Glasgow (2023) A Vital Signs Monitoring System. .