Research
Internet of Things, Digital Twins, Sustainable Development Goals, Intelligent Transportation Systems
Interests
My research interests are the intersection of IoT, machine learning, and digital twins for accelerated decision-making based on anticipatory outcomes in the context of complex systems such as smart cities, intelligent transportation, and networks. The research approach is led by social science, shaped by domain experts, and enabled by innovative technology and has driven the foundation of the new laboratory entitled "Digital Twins for Sustainable Development Goals" (
www.qmul.ac.uk/dtsdg/)
Publications
Publications of specific relevance to the Centre for Networks, Communications and Systems
2025
Reducing AoI and Improving Throughput for NOMA-assisted SGF Systems: A Hierarchical Learning ApproachLiu Y Jaber M Liu Y Nallanathan A
In
Arxiv 15-08-2025Scalable Satellite Handover Management in Non-Terrestrial Networks: A Distributed MADQL ApproachBadini N Jaber M Marchese M Patrone F
IEEE Transactions on Aerospace and Electronic Systems,
Institute of Electrical and Electronics Engineers (IEEE) vol. PP (99), 1-16.
04-08-2025 Intelligent Vehicle Monitoring: Distributed-Acoustic-Sensor-Enabled Smart Road InfrastructureZhong R Chiang C-Y Jaber M
IEEE Internet of Things Journal,
Institute of Electrical and Electronics Engineers (IEEE) vol. 12 (11), 15211-15223.
01-06-2025 Toward Energy-Efficient IoT Systems: A Curiosity-Driven Beamforming Design for Nonorthogonal Multiple AccessLiu Y Zhong R Jaber M Xiao P
IEEE Internet of Things Journal,
Institute of Electrical and Electronics Engineers (IEEE) vol. 12 (7), 8699-8711.
01-04-2025 Enabling Distributed Generative Artificial Intelligence in 6G: Mobile-Edge GenerationZhong R Mu X Jaber M Liu Y
IEEE Internet of Things Journal,
Institute of Electrical and Electronics Engineers (IEEE) vol. 12 (6), 6607-6620.
15-03-2025 2024
A Mobile Edge Generation ApproachZhong R Mu X Jaber M Liu Y
GLOBECOM 2024 - 2024 IEEE Global Communications Conference. vol. 00, 4173-4178.
12-12-2024 Physician Stress Dataset from Real Clinical Environments (PARFAIT)Alshareef MS Alharbi A Jaber M Alfahmi M
2024 IEEE International Conference on E-health Networking, Application & Services (HealthCom). vol. 00, 1-6.
20-11-2024 Towards a Decentralized Collaborative Framework for Scalable Edge AIAbdelmoniem AM Jaber M Anwar A Zhang Y Gao M
Future Internet,
Mdpi vol. 16 (11)
14-11-2024 A Survey on AI-driven Energy Optimisation in Terrestrial Next Generation Radio Access NetworksSthankiya K Saeed N McSorley G Jaber M Clegg RG
In
Arxiv 04-11-2024 AI-Ready Energy Modelling for Next Generation RANSthankiya K Briggs K Jaber M Clegg RG
In
Arxiv 04-11-2024 A Survey on AI-Driven Energy Optimization in Terrestrial Next Generation Radio Access NetworksSthankiya K Saeed N Mcsorley G Jaber M Clegg RG
IEEE Access,
Institute of Electrical and Electronics Engineers (IEEE) vol. 12, 157540-157555.
17-10-2024 A Distributed Acoustic Sensor System for Intelligent Transportation using Deep LearningChiang C-Y Zhong R Jaber M Hayward P
IEEE Internet of Things Magazine,
Institute of Electrical and Electronics Engineers (IEEE) vol. 7 (5), 88-96.
01-09-2024 Mobile Edge Generation: A New Era to 6GZhong R Mu X Zhang Y Jaber M Liu Y
IEEE Network,
Institute of Electrical and Electronics Engineers (IEEE) vol. 38 (5), 47-55.
01-09-2024 User-Centric Satellite Handover for Multiple Traffic Profiles Using Deep Q-LearningBadini N Jaber M Marchese M Patrone F
IEEE Transactions on Aerospace and Electronic Systems,
Institute of Electrical and Electronics Engineers (IEEE) vol. 60 (6), 8591-8604.
29-07-2024 Privacy Preserving Energy-Aware Federated Learning Based Method for Energy Theft DetectionNadeem Z Jaber M
2024 IEEE 99th Vehicular Technology Conference (VTC2024-Spring). vol. 00, 1-7.
27-06-2024 AllTheDocks Road Safety Dataset: A Cyclist's Perspective and ExperienceChiang C-Y Zhong R Ding J Wood J Bee S Jaber M
2024 IEEE 99th Vehicular Technology Conference (VTC2024-Spring). vol. 00, 1-5.
27-06-2024 AI-Ready Energy Modelling for Next Generation RANSthankiya K Briggs K Jaber M Clegg RG
2024 IEEE Wireless Communications and Networking Conference (WCNC) 21 Apr 2024 - 24 Apr 2024. vol. 00, 1-6.
24-04-2024 Security Threats and Promising Solutions Arising from the Intersection of AI and IoT: A Study of IoMT and IoET ApplicationsAlrubayyi H Alshareef MS Nadeem Z Abdelmoniem AM Jaber M
Future Internet,
Mdpi vol. 16 (3)
29-02-2024 2023
Energy-Aware Satellite Handover Based on Deep Reinforcement LearningBadini N Jaber M Marchese M Patrone F
2023 IEEE Globecom Workshops (GC Wkshps). vol. 00, 437-442.
08-12-2023 Energy Efficient Beamforming Design for Non-Orthogonal Multiple Access Systems: A Curiosity-Driven ApproachLiu Y Zhong R Jaber M Liu Y
2023 IEEE Globecom Workshops (GC Wkshps) 4 Dec 2023 - 8 Dec 2023., 884-889.
04-12-2023 AIS for Malware Detection in a Realistic IoT System: Challenges and OpportunitiesAlrubayyi H Goteng G Jaber M
Network,
Mdpi vol. 3 (4), 522-537.
16-11-2023 A Differential Privacy Approach for Privacy-Preserving Multi-Modal Stress DetectionAlshareef MS Jaber M Abdelmoniem AM
2023 IEEE 28th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD). vol. 00, 206-212.
08-11-2023 IoT and machine learning for enabling sustainable development goalsJaber M
Frontiers in Communications and Networks,
Frontiers vol. 4
03-07-2023 Energy-aware Theft Detection based on IoT Energy Consumption DataNadeem Z Aslam Z Jaber M Qayyum A Qadir J
2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring). vol. 00, 1-6.
23-06-2023 Reinforcement Learning-Based Load Balancing Satellite Handover Using NS-3Badini N Jaber M Marchese M Patrone F
ICC 2023 - IEEE International Conference on Communications. vol. 00, 2595-2600.
01-06-2023 Distributed Acoustic Sensor Systems for Vehicle Detection and ClassificationChiang C-Y Jaber M Chai KK Loo J
IEEE Access,
Institute of Electrical and Electronics Engineers (IEEE) vol. 11, 31293-31303.
01-01-2023 2022
A Reinforcement Learning Approach for Energy Efficient Beamforming in NOMA SystemsLiu Y Zhong R Jaber M
GLOBECOM 2022 - 2022 IEEE Global Communications Conference 4 Dec 2022 - 8 Dec 2022., 3827-3832.
04-12-2022 Machine Learning in IoT Networking and CommunicationsJaber M
Journal of Sensor and Actuator Networks,
Mdpi vol. 11 (3)
29-07-2022 A Novel Road Maintenance Prioritisation System Based on Computer Vision and Crowdsourced ReportingSalcedo E Jaber M Requena Carrión J
Journal of Sensor and Actuator Networks vol. 11 (1)
14-03-2022 Context-Aware Wireless Connectivity and Processing Unit Optimization for IoT NetworksOzturk M Abubakar AI Rais RNB Jaber M Hussain S Imran MA
IEEE Internet of Things Journal,
Institute of Electrical and Electronics Engineers 17-02-2022 2021
A Zero-touch Network Service Management Approach using AI-enabled CDR AnalysisRizwan A Jaber M Filali F Imran A Abu-Dayya A
IEEE Access 18-11-2021 Challenges of malware detection in the IoT and a review of artificial immune system approachesAlrubayyi H Goteng G Jaber M Kelly J
Journal of Sensor and Actuator Networks vol. 10 (4)
26-10-2021 Digital twin-driven decision making and planning for energy consumptionFathy Y Jaber M Nadeem Z
Journal of Sensor and Actuator Networks vol. 10 (2)
20-06-2021 A Novel Negative and Positive Selection Algorithm to Detect Unknown Malware in the IoTAlrubayyi H Goteng G Jaber M Kelly J
IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). vol. 00, 1-6.
13-05-2021 Radio & Backhaul Load Aware Multi-Objective Clustering in Multi-cell MIMO Cooperative NetworksBassoy S Jaber M Onireti O Imran MA
IEEE Transactions on Vehicular Technology,
Institute of Electrical and Electronics Engineers 05-04-2021 2020
Learning with Imbalanced Data in Smart Manufacturing: A Comparative AnalysisFathy Y Jaber M Brintrup A
IEEE Access, 2734-2757.
28-12-2020 Towards Continuous Subject Identification Using Wearable Devices and Deep CNNsNadas J Jaber M Van Berghe SD Imran MA
ICC 2020 - 2020 IEEE International Conference on Communications (ICC) Virtual conference 7 Jun 2020 - 11 Jun 2020. vol. 2020-June
01-06-2020 A Reinforcement Learning Approach for Wireless Backhaul Spectrum Sharing in IoE HetNetsJaber M Alam AS
2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile Radio Communications. vol. 00, 1-6.
03-01-2020 Performance modelling of wireless Xhaul and associate impact on network provisioning for 5G and beyondJaber M Martinez FJL Alomainy A
In
Antennas and Propagation For 5G and Beyond 195-238.
01-01-2020 2019
Life‐span Extension for Sensor Networks in the IndustryOzturk M Jaber M Imran MA
In
Wireless Automation as An Enabler For The Next Industrial Revolution,
Wiley 19-45.
27-12-2019 Swarm Wisdom for Smart Mobility - The next generation of Autonomous VehiclesNaseer A Jaber M
2019 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI). vol. 00, 1943-1949.
23-08-2019 AI Empowered Smart User Association in LTE Relays HetNetsFarooq H Imran A Jaber M
2019 IEEE International Conference on Communications Workshops (ICC Workshops) 20 May 2019 - 24 May 2019.
11-07-2019 Backhaul-Aware and Context-Aware User-Cell Association ApproachJaber M Onireti O Imran MA
ICC 2019 - 2019 IEEE International Conference on Communications (ICC) 20 May 2019 - 24 May 2019.
24-05-2019 Performance Based Cells Classification in Cellular Network using CDR DataRizwan A Nadas JPB Imran MA Jaber M
ICC 2019 - 2019 IEEE International Conference on Communications (ICC) 20 May 2019 - 24 May 2019.
24-05-2019 Backhaul Aware User-Specific Cell Association Using Q-LearningValente Klaine P Jaber M Demo Souza R Imran MA
IEEE Transactions on Wireless Communications,
Institute of Electrical and Electronics Engineers vol. 18 (7), 3528-3541.
14-05-2019 2018
Memory-Based User-Centric Backhaul-Aware User Cell Association SchemePervez F Jaber M Qadir J Younis S Imran MA
IEEE Access,
Institute of Electrical and Electronics Engineers (IEEE) vol. 6, 39595-39605.
19-07-2018 Wireless Backhaul: Performance Modeling and Impact on User Association for 5GJaber M Lopez-Martinez FJ Imran MA Sutton A Tukmanov A Tafazolli R
IEEE Transactions on Wireless Communications,
Institute of Electrical and Electronics Engineers vol. 17 (5), 3095-3110.
08-05-2018 Case Study on Using the User-Centric-Backhaul Scheme to Unlock the Realistic BackhaulJaber M Imran MA Tukmanov A Sutton A Tafazolli R
2017 IEEE 86th Vehicular Technology Conference (VTC-Fall) 24 Sep 2017 - 27 Sep 2017.
12-02-2018 Energy‐Aware Smart Connectivity for IoT Networks: Enabling Smart PortsOzturk M Jaber M Imran MA
Wireless Communications and Mobile Computing,
Wiley vol. 2018 (1)
01-01-2018 2017
Measurement-Based Signaling Management Strategies for Cellular IoTKouzayha N Jaber M Dawy Z
IEEE Internet of Things Journal,
Institute of Electrical and Electronics Engineers vol. 4 (5), 1434-1444.
07-08-2017 Fuzzy Q-learning-based user-centric backhaul-aware user cell association schemePervez F Jaber M Qadir J Younis S Imran MA
2017 13th International Wireless Communications and Mobile Computing Conference (IWCMC) 26 Jun 2017 - 30 Jun 2017.
20-07-2017 Energy-Efficient SON-Based User-Centric Backhaul SchemeJaber M Imran MA Tafazolli R Tukmanov A
2017 IEEE Wireless Communications and Networking Conference Workshops (WCNCW) 19 Mar 2017 - 22 Mar 2017.
04-05-2017 On the Joint Optimisation of Radio Access and Backhaul NetworksJaber M Imran MA Tafazolli R Tukmanov A
2017 International Conference on Innovations in Electrical Engineering and Computational Technologies (ICIEECT)., 1-5.
01-04-2017 Planning Wireless Cellular Networks of Future: Outlook, Challenges and OpportunitiesTaufique A Jaber M Imran A Dawy Z Yacoub E
IEEE Access,
Institute of Electrical and Electronics Engineers (IEEE) vol. 5, 4821-4845.
21-03-2017 Modular Approach for Modelling the Hybrid Multi-Hop Backhaul PerformanceJaber M Imran MA Sutton A Tukmanov A Tafazolli R
IEEE Wireless Communications Letters,
Institute of Electrical and Electronics Engineers vol. 6 (2), 262-265.
06-02-2017 Self-organised fronthauling for 5G and beyondJaber M Imran MA Tukmanov A
In
Access Fronthaul and Backhaul Networks For 5G Beyond 203-230.
01-01-2017 2016
A Multiple Attribute User-Centric Backhaul Provisioning Scheme Using Distributed SONJaber M Imran MA Tafazolli R Tukmanov A
GLOBECOM 2016 - 2016 IEEE Global Communications Conference 4 Dec 2016 - 8 Dec 2016.
06-12-2016 A joint backhaul and RAN perspective on the benefits of centralised RAN functionsJaber M Owens D Imran MA Tafazolli R Tukmanov A
2016 ICC - 2016 IEEE International Conference on Communications Workshops (ICC) 23 May 2016 - 27 May 2016.
27-05-2016 Load Aware Self-Organising User-Centric Dynamic CoMP Clustering for 5G NetworksBassoy S Jaber M Imran MA Xiao P
IEEE Access,
Institute of Electrical and Electronics Engineers (IEEE) vol. 4, 2895-2906.
17-05-2016 5G Backhaul Challenges and Emerging Research Directions: A SurveyJaber M Imran MA Tafazolli R Tukmanov A
IEEE Access,
Institute of Electrical and Electronics Engineers (IEEE) vol. 4, 1743-1766.
20-04-2016 A Distributed SON-Based User-Centric Backhaul Provisioning SchemeJaber M Imran MA Tafazolli R Tukmanov A
IEEE Access,
Institute of Electrical and Electronics Engineers (IEEE) vol. 4, 2314-2330.
01-01-2016 2015
Tutorial on LTE/LTE-A Cellular Network Dimensioning Using Iterative Statistical AnalysisJaber M Dawy Z Akl N Yaacoub E
IEEE Communications Surveys & Tutorials vol. 18 (2), 1355-1383.
30-12-2015 An adaptive backhaul-aware cell range extension approachJaber M Imran M Tafazolli R Tukmanov A
2015 ICC - 2015 IEEE International Conference on Communications Workshops (ICC) 8 Jun 2015 - 12 Jun 2015.
14-09-2015 2014
M2M data aggregation over cellular networks: signaling-delay trade-offsKouzayha N Jaber M Dawy Z
2014 IEEE Globecom Workshops (GC Wkshps) 8 Dec 2014 - 12 Dec 2014.
12-12-2014 On cellular network planning and operation with M2M signalling and security considerationsJaber M Kouzayha N Dawy Z Kayssi A
2014 ICC - 2014 IEEE International Conference on Communication Workshop (ICC) 10 Jun 2014 - 14 Jun 2014.
21-08-2014 Statistical link budget analysis approach for LTE cellular network dimensioningJaber M Akl N Dawy Z Yaacoub E
20th European Wireless Conference Ew 2014., 456-461.
01-01-2014 A transformer-based model for effective and exportable IoMT-based stress detectionAlshareef M Alturki B Jaber M
IEEE Globecom 2023.
A low complexity contextual stacked ensemble-learning approach for pedestrian intent predictionChiang C-Y Jaber M Slabaugh G Fathy Y
In
Research Square
