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" (https://www.qmul.ac.uk/dtsdg/)Publications
Publications of specific relevance to the Centre for Networks, Communications and Systems2024
Abdelmoniem AM, Jaber M, Anwar A, Zhang Y and Gao M (2024). Towards a Decentralized Collaborative Framework for Scalable Edge AI. Future Internet, MDPI vol. 16 (11) 14-11-2024
Zhong R, Mu X, Jaber M and Liu Y (2024). Enabling Distributed Generative Artificial Intelligence in 6G: Mobile Edge Generation. IEEE Internet of Things Journal, Institute of Electrical and Electronics Engineers (IEEE) vol. PP (99), 1-1. 11-11-2024
Badini N, Jaber M, Marchese M and Patrone F (2024). User Centric Satellite Handover for Multiple Traffic Profiles Using Deep Q-Learning. IEEE Transactions on Aerospace and Electronic Systems, Institute of Electrical and Electronics Engineers (IEEE) vol. PP (99), 1-15. 29-07-2024
Zhong R, Mu X, Zhang Y, Jaber M and Liu Y (2024). Mobile Edge Generation: A New Era to 6G. IEEE Network, Institute of Electrical and Electronics Engineers (IEEE) vol. 38 (5), 47-55. 01-07-2024
Nadeem Z and Jaber M (2024). Privacy Preserving Energy-Aware Federated Learning Based Method for Energy Theft Detection. 2024 IEEE 99th Vehicular Technology Conference (VTC2024-Spring). 27-06-2024
Chiang C-Y, Zhong R, Ding J, Wood J, Bee S and Jaber M (2024). AllTheDocks Road Safety Dataset: A Cyclist's Perspective and Experience. 2024 IEEE 99th Vehicular Technology Conference (VTC2024-Spring). 27-06-2024
Sthankiya K, Briggs K, Jaber M and Clegg RG (2024). AI-Ready Energy Modelling for Next Generation RAN. 2024 IEEE Wireless Communications and Networking Conference (WCNC). 24-04-2024
Alrubayyi H, Alshareef MS, Nadeem Z, Abdelmoniem AM and Jaber M (2024). Security Threats and Promising Solutions Arising from the Intersection of AI and IoT: A Study of IoMT and IoET Applications. Future Internet, MDPI vol. 16 (3) 29-02-2024
Chiang C-Y, Zhong R, Jaber M and Hayward P (2024). A Distributed Acoustic Sensor System for Intelligent Transportation using Deep Learning. IEEE Internet of Things Magazine, Institute of Electrical and Electronics Engineers (IEEE) vol. 7 (5), 88-96. 01-01-2024
Sthankiya K, Saeed N, Mcsorley G, Jaber M and Clegg RG (2024). A Survey on AI-Driven Energy Optimization in Terrestrial Next Generation Radio Access Networks. IEEE Access, Institute of Electrical and Electronics Engineers (IEEE) vol. 12, 157540-157555. 01-01-2024
2023
Liu Y, Zhong R, Jaber M and Liu Y (2023). Energy Efficient Beamforming Design for Non-Orthogonal Multiple Access Systems: A Curiosity-Driven Approach. 2023 IEEE Globecom Workshops (GC Wkshps). 08-12-2023
Badini N, Jaber M, Marchese M and Patrone F (2023). Energy-Aware Satellite Handover Based on Deep Reinforcement Learning. 2023 IEEE Globecom Workshops (GC Wkshps). 08-12-2023
Alrubayyi H, Goteng G and Jaber M (2023). AIS for Malware Detection in a Realistic IoT System: Challenges and Opportunities. Network, MDPI vol. 3 (4), 522-537. 16-11-2023
Alshareef MS, Jaber M and Abdelmoniem AM (2023). A Differential Privacy Approach for Privacy-Preserving Multi-Modal Stress Detection. 2023 IEEE 28th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD). 08-11-2023
Jaber M (2023). IoT and machine learning for enabling sustainable development goals. Frontiers in Communications and Networks, Frontiers vol. 4 03-07-2023
Nadeem Z, Aslam Z, Jaber M, Qayyum A and Qadir J (2023). Energy-aware Theft Detection based on IoT Energy Consumption Data. 2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring). 23-06-2023
Badini N, Jaber M, Marchese M and Patrone F (2023). Reinforcement Learning-Based Load Balancing Satellite Handover Using NS-3. ICC 2023 - IEEE International Conference on Communications. 01-06-2023
Chiang C-Y, Jaber M, Chai KK and Loo J (2023). Distributed Acoustic Sensor Systems for Vehicle Detection and Classification. IEEE Access, Institute of Electrical and Electronics Engineers (IEEE) vol. 11, 31293-31303. 01-01-2023
2022
Liu Y, Zhong R and Jaber M (2022). A Reinforcement Learning Approach for Energy Efficient Beamforming in NOMA Systems. GLOBECOM 2022 - 2022 IEEE Global Communications Conference. 08-12-2022
Alshareef MS, Alturki B and Jaber M (2022). A transformer-based model for effective and exportable IoMT-based stress detection. GLOBECOM 2022 - 2022 IEEE Global Communications Conference. 08-12-2022
Jaber M (2022). Machine Learning in IoT Networking and Communications. Journal of Sensor and Actuator Networks, MDPI vol. 11 (3) 29-07-2022
Salcedo E, Jaber M and Requena Carrión J (2022). A Novel Road Maintenance Prioritisation System Based on Computer Vision and Crowdsourced Reporting. Journal of Sensor and Actuator Networks vol. 11 (1) 14-03-2022
Ozturk M, Abubakar AI, Rais RNB, Jaber M, Hussain S and Imran MA (2022). Context-Aware Wireless Connectivity and Processing Unit Optimization for IoT Networks. IEEE Internet of Things Journal, Institute of Electrical and Electronics Engineers 17-02-2022
2021
Rizwan A, Jaber M, Filali F, Imran A and Abu-Dayya A (2021). A Zero-touch Network Service Management Approach using AI-enabled CDR Analysis. IEEE Access 18-11-2021
Alrubayyi H, Goteng G, Jaber M and Kelly J (2021). Challenges of malware detection in the IoT and a review of artificial immune system approaches. Journal of Sensor and Actuator Networks vol. 10 (4) 26-10-2021
Fathy Y, Jaber M and Nadeem Z (2021). Digital twin-driven decision making and planning for energy consumption. Journal of Sensor and Actuator Networks vol. 10 (2) 20-06-2021
Alrubayyi H, Goteng G, Jaber M and Kelly J (2021). A Novel Negative and Positive Selection Algorithm to Detect Unknown Malware in the IoT. IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). 13-05-2021
Bassoy S, Jaber M, Onireti O and Imran MA (2021). Radio & Backhaul Load Aware Multi-Objective Clustering in Multi-cell MIMO Cooperative Networks. IEEE Transactions on Vehicular Technology, Institute of Electrical and Electronics Engineers 05-04-2021
2020
Fathy Y, Jaber M and Brintrup A (2020). Learning with Imbalanced Data in Smart Manufacturing: A Comparative Analysis. IEEE Access, 2734-2757. 28-12-2020
Nadas J, Jaber M, Van Berghe SD and Imran MA (2020). Towards Continuous Subject Identification Using Wearable Devices and Deep CNNs. ICC 2020 - 2020 IEEE International Conference on Communications (ICC) Virtual conference 7 Jun 2020 - 11 Jun 2020. 01-06-2020
Jaber M and Alam AS (2020). A Reinforcement Learning Approach for Wireless Backhaul Spectrum Sharing in IoE HetNets. 2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile Radio Communications. 03-01-2020
Jaber M, Martinez FJL and Alomainy A (2020). Performance modelling of wireless Xhaul and associate impact on network provisioning for 5G and beyond. Antennas and Propagation for 5G and Beyond 195-238. 01-01-2020
2019
Ozturk M, Jaber M and Imran MA (2019). Life‐span Extension for Sensor Networks in the Industry. Wireless Automation as an Enabler for the Next Industrial Revolution 19-45. 27-12-2019
Naseer A and Jaber M (2019). Swarm Wisdom for Smart Mobility - The next generation of Autonomous Vehicles. 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). 23-08-2019
Farooq H, Imran A and Jaber M (2019). AI Empowered Smart User Association in LTE Relays HetNets. 2019 IEEE International Conference on Communications Workshops (ICC Workshops) 20 May 2019 - 24 May 2019. 11-07-2019
Jaber M, Onireti O and Imran MA (2019). Backhaul-Aware and Context-Aware User-Cell Association Approach. ICC 2019 - 2019 IEEE International Conference on Communications (ICC) 20 May 2019 - 24 May 2019. 24-05-2019
Rizwan A, Nadas JPB, Imran MA and Jaber M (2019). Performance Based Cells Classification in Cellular Network using CDR Data. ICC 2019 - 2019 IEEE International Conference on Communications (ICC) 20 May 2019 - 24 May 2019. 24-05-2019
Valente Klaine P, Jaber M, Demo Souza R and Imran MA (2019). Backhaul Aware User-Specific Cell Association Using Q-Learning. IEEE Transactions on Wireless Communications, Institute of Electrical and Electronics Engineers vol. 18 (7), 3528-3541. 14-05-2019
2018
Pervez F, Jaber M, Qadir J, Younis S and Imran MA (2018). Memory-Based User-Centric Backhaul-Aware User Cell Association Scheme. IEEE Access, Institute of Electrical and Electronics Engineers (IEEE) vol. 6, 39595-39605. 19-07-2018
Jaber M, Lopez-Martinez FJ, Imran MA, Sutton A, Tukmanov A and Tafazolli R (2018). Wireless Backhaul: Performance Modeling and Impact on User Association for 5G. IEEE Transactions on Wireless Communications, Institute of Electrical and Electronics Engineers vol. 17 (5), 3095-3110. 08-05-2018
Jaber M, Imran MA, Tukmanov A, Sutton A and Tafazolli R (2018). Case Study on Using the User-Centric-Backhaul Scheme to Unlock the Realistic Backhaul. 2017 IEEE 86th Vehicular Technology Conference (VTC-Fall) 24 Sep 2017 - 27 Sep 2017. 12-02-2018
Ozturk M, Jaber M and Imran MA (2018). Energy‐Aware Smart Connectivity for IoT Networks: Enabling Smart Ports. Wireless Communications and Mobile Computing, Wiley vol. 2018 (1) 01-01-2018
2017
Kouzayha N, Jaber M and Dawy Z (2017). Measurement-Based Signaling Management Strategies for Cellular IoT. IEEE Internet of Things Journal, Institute of Electrical and Electronics Engineers vol. 4 (5), 1434-1444. 07-08-2017
Pervez F, Jaber M, Qadir J, Younis S and Imran MA (2017). Fuzzy Q-learning-based user-centric backhaul-aware user cell association scheme. 2017 13th International Wireless Communications and Mobile Computing Conference (IWCMC) 26 Jun 2017 - 30 Jun 2017. 20-07-2017
Jaber M, Imran MA, Tafazolli R and Tukmanov A (2017). Energy-Efficient SON-Based User-Centric Backhaul Scheme. 2017 IEEE Wireless Communications and Networking Conference Workshops (WCNCW) 19 Mar 2017 - 22 Mar 2017. 04-05-2017
Jaber M, Imran MA, Tafazolli R and Tukmanov A (2017). On the Joint Optimisation of Radio Access and Backhaul Networks. 2017 International Conference on Innovations in Electrical Engineering and Computational Technologies (ICIEECT). 01-04-2017
Taufique A, Jaber M, Imran A, Dawy Z and Yacoub E (2017). Planning Wireless Cellular Networks of Future: Outlook, Challenges and Opportunities. IEEE Access, Institute of Electrical and Electronics Engineers (IEEE) vol. 5, 4821-4845. 21-03-2017
Jaber M, Imran MA, Sutton A, Tukmanov A and Tafazolli R (2017). Modular Approach for Modelling the Hybrid Multi-Hop Backhaul Performance. IEEE Wireless Communications Letters, Institute of Electrical and Electronics Engineers vol. 6 (2), 262-265. 06-02-2017
Jaber M, Imran MA and Tukmanov A (2017). Self-organised fronthauling for 5G and beyond. Access, Fronthaul and Backhaul Networks for 5G & Beyond 203-230. 01-01-2017
2016
Jaber M, Imran MA, Tafazolli R and Tukmanov A (2016). A Multiple Attribute User-Centric Backhaul Provisioning Scheme Using Distributed SON. GLOBECOM 2016 - 2016 IEEE Global Communications Conference 4 Dec 2016 - 8 Dec 2016. 06-12-2016
Jaber M, Owens D, Imran MA, Tafazolli R and Tukmanov A (2016). A joint backhaul and RAN perspective on the benefits of centralised RAN functions. 2016 ICC - 2016 IEEE International Conference on Communications Workshops (ICC) 23 May 2016 - 27 May 2016. 27-05-2016
Bassoy S, Jaber M, Imran MA and Xiao P (2016). Load Aware Self-Organising User-Centric Dynamic CoMP Clustering for 5G Networks. IEEE Access, Institute of Electrical and Electronics Engineers (IEEE) vol. 4, 2895-2906. 17-05-2016
Jaber M, Imran MA, Tafazolli R and Tukmanov A (2016). 5G Backhaul Challenges and Emerging Research Directions: A Survey. IEEE Access, Institute of Electrical and Electronics Engineers (IEEE) vol. 4, 1743-1766. 20-04-2016
Jaber M, Imran MA, Tafazolli R and Tukmanov A (2016). A Distributed SON-Based User-Centric Backhaul Provisioning Scheme. IEEE Access, Institute of Electrical and Electronics Engineers (IEEE) vol. 4, 2314-2330. 01-01-2016
2015
Jaber M, Dawy Z, Akl N and Yaacoub E (2015). Tutorial on LTE/LTE-A Cellular Network Dimensioning Using Iterative Statistical Analysis. IEEE Communications Surveys & Tutorials vol. 18 (2), 1355-1383. 30-12-2015
Jaber M, Imran M, Tafazolli R and Tukmanov A (2015). An adaptive backhaul-aware cell range extension approach. 2015 ICC - 2015 IEEE International Conference on Communications Workshops (ICC) 8 Jun 2015 - 12 Jun 2015. 14-09-2015
2014
Kouzayha N, Jaber M and Dawy Z (2014). M2M data aggregation over cellular networks: signaling-delay trade-offs. 2014 IEEE Globecom Workshops (GC Wkshps) 8 Dec 2014 - 12 Dec 2014. 12-12-2014
Jaber M, Kouzayha N, Dawy Z and Kayssi A (2014). On cellular network planning and operation with M2M signalling and security considerations. 2014 ICC - 2014 IEEE International Conference on Communication Workshop (ICC) 10 Jun 2014 - 14 Jun 2014. 21-08-2014
Jaber M, Akl N, Dawy Z and Yaacoub E (2014). Statistical link budget analysis approach for LTE cellular network dimensioning. 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)