Dr Mona Jaber
Senior Lecturer in IoT
School of Electronic Engineering and Computer Science
Queen Mary University of London
Queen Mary University of London
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 Systems2024
Toward Energy Efficient IoT Systems: A Curiosity-Driven Beamforming Design for Non-Orthogonal Multiple AccessLiu Y, Zhong R, Jaber M and Xiao P
Ieee Internet of Things Journal, Institute of Electrical and Electronics Engineers (Ieee) vol. PP (99), 1-1.
19-11-2024
Towards a Decentralized Collaborative Framework for Scalable Edge AIAbdelmoniem AM, Jaber M, Anwar A, Zhang Y and Gao M
Future Internet, Mdpi vol. 16 (11)
14-11-2024
Enabling Distributed Generative Artificial Intelligence in 6G: Mobile Edge GenerationZhong R, Mu X, Jaber M and Liu Y
Ieee Internet of Things Journal, Institute of Electrical and Electronics Engineers (Ieee) vol. PP (99), 1-1.
11-11-2024
A Survey on AI-Driven Energy Optimization in Terrestrial Next Generation Radio Access NetworksSthankiya K, Saeed N, Mcsorley G, Jaber M and Clegg RG
Ieee Access, Institute of Electrical and Electronics Engineers (Ieee) vol. 12, 157540-157555.
17-10-2024
User-Centric Satellite Handover for Multiple Traffic Profiles Using Deep Q-LearningBadini N, Jaber M, Marchese M and Patrone F
Ieee Transactions on Aerospace and Electronic Systems, Institute of Electrical and Electronics Engineers (Ieee) vol. 60 (6), 8591-8604.
29-07-2024
Mobile Edge Generation: A New Era to 6GZhong R, Mu X, Zhang Y, Jaber M and Liu Y
Ieee Network, Institute of Electrical and Electronics Engineers (Ieee) vol. 38 (5), 47-55.
01-07-2024
Privacy Preserving Energy-Aware Federated Learning Based Method for Energy Theft DetectionNadeem Z and 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 and 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 and 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 and Jaber M
Future Internet, Mdpi vol. 16 (3)
29-02-2024
A Distributed Acoustic Sensor System for Intelligent Transportation using Deep LearningChiang C-Y, Zhong R, Jaber M and Hayward P
Ieee Internet of Things Magazine, Institute of Electrical and Electronics Engineers (Ieee) vol. 7 (5), 88-96.
01-01-2024
2023
Energy Efficient Beamforming Design for Non-Orthogonal Multiple Access Systems: A Curiosity-Driven ApproachLiu Y, Zhong R, Jaber M and Liu Y
2023 IEEE Globecom Workshops (GC Wkshps). vol. 00, 884-889.
08-12-2023
Energy-Aware Satellite Handover Based on Deep Reinforcement LearningBadini N, Jaber M, Marchese M and Patrone F
2023 IEEE Globecom Workshops (GC Wkshps). vol. 00, 437-442.
08-12-2023
AIS for Malware Detection in a Realistic IoT System: Challenges and OpportunitiesAlrubayyi H, Goteng G and 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 and 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 and 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 and 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 and 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 and Jaber M
GLOBECOM 2022 - 2022 IEEE Global Communications Conference. vol. 00, 3827-3832.
08-12-2022
A transformer-based model for effective and exportable IoMT-based stress detectionAlshareef MS, Alturki B and Jaber M
GLOBECOM 2022 - 2022 IEEE Global Communications Conference. vol. 00, 1158-1163.
08-12-2022
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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and Tukmanov A
In Access, Fronthaul and Backhaul Networks For 5G &Amp; Beyond 203-230.
01-01-2017
2016
A Multiple Attribute User-Centric Backhaul Provisioning Scheme Using Distributed SONJaber M, Imran MA, Tafazolli R and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and Yaacoub E
20th European Wireless Conference, EW 2014., 456-461.
01-01-2014
Grants
Grants of specific relevance to the Centre for Networks, Communications and SystemsDistributed Acoustic Sensor system for Modelling Active TravelMona Jaber
£411,549 EPSRC Engineering and Physical Sciences Research Council
01-06-2023 - 31-05-2026