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Research
  1. Queen Mary University of London
  2. Research
  3. Publications

Publications: P Mona Jaber

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Zhong R, Chiang C-Y, Jaber M ( 2025 ) . Intelligent Vehicle Monitoring: Distributed-Acoustic-Sensor-Enabled Smart Road Infrastructure . IEEE Internet of Things Journal vol. 12 , ( 11 ) 15211 - 15223 .
Liu Y, Zhong R, Jaber M, Xiao P ( 2025 ) . Toward Energy-Efficient IoT Systems: A Curiosity-Driven Beamforming Design for Nonorthogonal Multiple Access . IEEE Internet of Things Journal vol. 12 , ( 7 ) 8699 - 8711 .
Zhong R, Mu X, Jaber M, Liu Y ( 2025 ) . Enabling Distributed Generative Artificial Intelligence in 6G: Mobile-Edge Generation . IEEE Internet of Things Journal vol. 12 , ( 6 ) 6607 - 6620 .
Badini N, Jaber M, Marchese M, Patrone F ( 2025 ) . Scalable Satellite Handover Management in Non-Terrestrial Networks: A Distributed MADQL Approach . IEEE Transactions on Aerospace and Electronic Systems1 - 16 .
Zhong R, Mu X, Jaber M, Liu Y ( 2024 ) . A Mobile Edge Generation Approach . GLOBECOM 2024 - 2024 IEEE Global Communications Conference . Conference: GLOBECOM 2024 - 2024 IEEE Global Communications Conference from: 08/12/2024 to: 12/12/2024 , 4173 - 4178 .
Badini N, Jaber M, Marchese M, Patrone F ( 2024 ) . User-Centric Satellite Handover for Multiple Traffic Profiles Using Deep Q-Learning . IEEE Transactions on Aerospace and Electronic Systems vol. 60 , ( 6 ) 8591 - 8604 .
Alshareef MS, Alharbi A, Jaber M, Alfahmi M ( 2024 ) . Physician Stress Dataset from Real Clinical Environments (PARFAIT) . 2024 IEEE International Conference on E-health Networking, Application & Services (HealthCom) . Conference: 2024 IEEE International Conference on E-health Networking, Application & Services (HealthCom) from: 18/11/2024 to: 20/11/2024 , 1 - 6 .
Abdelmoniem AM, Jaber M, Anwar A, Zhang Y, Gao M ( 2024 ) . Towards a Decentralized Collaborative Framework for Scalable Edge AI . Future Internet vol. 16 , ( 11 ) 421 - 421 .
( 2024 ) . A Survey on AI-driven Energy Optimisation in Terrestrial Next Generation Radio Access Networks .
( 2024 ) . AI-Ready Energy Modelling for Next Generation RAN .
Chiang C-Y, Zhong R, Jaber M, Hayward P ( 2024 ) . A Distributed Acoustic Sensor System for Intelligent Transportation using Deep Learning . IEEE Internet of Things Magazine vol. 7 , ( 5 ) 88 - 96 .
Zhong R, Mu X, Zhang Y, Jaber M, Liu Y ( 2024 ) . Mobile Edge Generation: A New Era to 6G . IEEE Network vol. 38 , ( 5 ) 47 - 55 .
Chiang C-Y, Zhong R, Ding J, Wood J, Bee S, Jaber M ( 2024 ) . AllTheDocks Road Safety Dataset: A Cyclist's Perspective and Experience . 2024 IEEE 99th Vehicular Technology Conference (VTC2024-Spring) . Conference: 2024 IEEE 99th Vehicular Technology Conference (VTC2024-Spring) from: 24/06/2024 to: 27/06/2024 , 1 - 5 .
Nadeem Z, Jaber M ( 2024 ) . Privacy Preserving Energy-Aware Federated Learning Based Method for Energy Theft Detection . 2024 IEEE 99th Vehicular Technology Conference (VTC2024-Spring) . Conference: 2024 IEEE 99th Vehicular Technology Conference (VTC2024-Spring) from: 24/06/2024 to: 27/06/2024 , 1 - 7 .
( 2024 ) . AI-Ready Energy Modelling for Next Generation RAN . 2024 IEEE Wireless Communications and Networking Conference (WCNC) . Conference: 2024 IEEE Wireless Communications and Networking Conference (WCNC) from: 21/04/2024 to: 24/04/2024 , 1 - 6 .
Chiang C-Y, Jaber M, Slabaugh G, Fathy Y ( 2024 ) . A low complexity contextual stacked ensemble-learning approach for pedestrian intent prediction .
Alrubayyi H, Alshareef MS, Nadeem Z, Abdelmoniem AM, 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 vol. 16 , ( 3 ) 85 - 85 .
( 2024 ) . A Survey on AI-Driven Energy Optimization in Terrestrial Next Generation Radio Access Networks . IEEE Access vol. 12 , 157540 - 157555 .
Liu Y, Zhong R, Jaber M, Liu Y ( 2023 ) . Energy Efficient Beamforming Design for Non-Orthogonal Multiple Access Systems: A Curiosity-Driven Approach . 2023 IEEE Globecom Workshops (GC Wkshps) . Conference: 2023 IEEE Globecom Workshops (GC Wkshps) from: 04/12/2023 to: 08/12/2023 , 884 - 889 .
Badini N, Jaber M, Marchese M, Patrone F ( 2023 ) . Energy-Aware Satellite Handover Based on Deep Reinforcement Learning . 2023 IEEE Globecom Workshops (GC Wkshps) . Conference: 2023 IEEE Globecom Workshops (GC Wkshps) from: 04/12/2023 to: 08/12/2023 , 437 - 442 .
Alrubayyi H, Goteng G, Jaber M ( 2023 ) . AIS for Malware Detection in a Realistic IoT System: Challenges and Opportunities . Network vol. 3 , ( 4 ) 522 - 537 .
Alshareef MS, Jaber M, 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) . Conference: 2023 IEEE 28th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) from: 06/11/2023 to: 08/11/2023 , 206 - 212 .
Jaber M ( 2023 ) . IoT and machine learning for enabling sustainable development goals . Frontiers in Communications and Networks vol. 4 , Article 1219047 ,
Nadeem Z, Aslam Z, Jaber M, Qayyum A, Qadir J ( 2023 ) . Energy-aware Theft Detection based on IoT Energy Consumption Data . 2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring) . Conference: 2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring) from: 20/06/2023 to: 23/06/2023 , 1 - 6 .
Badini N, Jaber M, Marchese M, Patrone F ( 2023 ) . Reinforcement Learning-Based Load Balancing Satellite Handover Using NS-3 . ICC 2023 - IEEE International Conference on Communications . Conference: ICC 2023 - IEEE International Conference on Communications from: 28/05/2023 to: 01/06/2023 , 2595 - 2600 .
Chiang C-Y, Jaber M, Chai KK, Loo J ( 2023 ) . Distributed Acoustic Sensor Systems for Vehicle Detection and Classification . IEEE Access vol. 11 , 31293 - 31303 .
Liu Y, Zhong R, Jaber M ( 2022 ) . A Reinforcement Learning Approach for Energy Efficient Beamforming in NOMA Systems . GLOBECOM 2022 - 2022 IEEE Global Communications Conference . Conference: GLOBECOM 2022 - 2022 IEEE Global Communications Conference from: 04/12/2022 to: 08/12/2022 , 3827 - 3832 .
Alshareef MS, Alturki B, Jaber M ( 2022 ) . A transformer-based model for effective and exportable IoMT-based stress detection . GLOBECOM 2022 - 2022 IEEE Global Communications Conference . Conference: GLOBECOM 2022 - 2022 IEEE Global Communications Conference from: 04/12/2022 to: 08/12/2022 , 1158 - 1163 .
Ozturk M, Abubakar AI, Rais RNB, Jaber M, Hussain S, Imran MA ( 2022 ) . Context-Aware Wireless Connectivity and Processing Unit Optimization for IoT Networks . IEEE Internet of Things Journal vol. 9 , ( 17 ) 16028 - 16043 .
Jaber M ( 2022 ) . Machine Learning in IoT Networking and Communications . Journal of Sensor and Actuator Networks vol. 11 , ( 3 ) 37 - 37 .
Salcedo E, Jaber M, 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 ) 15 - 15 .
Alrubayyi H, Goteng G, Jaber M, 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 ) 61 - 61 .
Fathy Y, Jaber M, Nadeem Z ( 2021 ) . Digital Twin-Driven Decision Making and Planning for Energy Consumption . Journal of Sensor and Actuator Networks vol. 10 , ( 2 ) 37 - 37 .
Alrubayyi H, Goteng G, Jaber M, 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) . Conference: IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) from: 10/05/2021 to: 13/05/2021 , 1 - 6 .
Bassoy S, Jaber M, Onireti O, Imran MA ( 2021 ) . Radio & BH Load-Aware Multi-Objective Clustering in Multi-Cell MIMO Cooperative Networks . IEEE Transactions on Vehicular Technology vol. 70 , ( 5 ) 4585 - 4600 .
Rizwan A, Jaber M, Filali F, Imran A, Abu-Dayya A ( 2021 ) . A Zero-Touch Network Service Management Approach Using AI-Enabled CDR Analysis . IEEE Access vol. 9 , 157699 - 157714 .
Fathy Y, Jaber M, Brintrup A ( 2021 ) . Learning With Imbalanced Data in Smart Manufacturing: A Comparative Analysis . IEEE Access vol. 9 , 2734 - 2757 .
Jaber M, 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 . Conference: 2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile Radio Communications from: 31/08/2020 to: 03/09/2020 , 1 - 6 .
Nadas J, Jaber M, van Berghe SD, Imran MA ( 2020 ) . Towards Continuous Subject Identification Using Wearable Devices and Deep CNNs . ICC 2020 - 2020 IEEE International Conference on Communications (ICC) . Conference: ICC 2020 - 2020 IEEE International Conference on Communications (ICC) from: 07/06/2020 to: 11/06/2020 , 1 - 6 .
Jaber M, Martinez FJL, 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 ,
Ozturk M, Jaber M, Imran MA ( 2019 ) . Life‐span Extension for Sensor Networks in the Industry . Wiley
Naseer A, 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) . Conference: 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) from: 19/08/2019 to: 23/08/2019 , 1943 - 1949 .
Valente Klaine P, Jaber M, Souza RD, Imran MA ( 2019 ) . Backhaul Aware User-Specific Cell Association Using Q-Learning . IEEE Transactions on Wireless Communications vol. 18 , ( 7 ) 3528 - 3541 .
Farooq H, Imran A, Jaber M ( 2019 ) . AI Empowered Smart User Association in LTE Relays HetNets . 2019 IEEE International Conference on Communications Workshops (ICC Workshops) . Conference: 2019 IEEE International Conference on Communications Workshops (ICC Workshops) from: 20/05/2019 to: 24/05/2019 ,
Jaber M, Onireti O, Imran MA ( 2019 ) . Backhaul-Aware and Context-Aware User-Cell Association Approach . ICC 2019 - 2019 IEEE International Conference on Communications (ICC) . Conference: ICC 2019 - 2019 IEEE International Conference on Communications (ICC) from: 20/05/2019 to: 24/05/2019 , 1 - 7 .
Rizwan A, Nadas JPB, Imran MA, Jaber M ( 2019 ) . Performance Based Cells Classification in Cellular Network using CDR Data . ICC 2019 - 2019 IEEE International Conference on Communications (ICC) . Conference: ICC 2019 - 2019 IEEE International Conference on Communications (ICC) from: 20/05/2019 to: 24/05/2019 , 1 - 7 .
Ozturk M, Jaber M, Imran MA ( 2018 ) . Energy‐Aware Smart Connectivity for IoT Networks: Enabling Smart Ports . Wireless Communications and Mobile Computing vol. 2018 , ( 1 ) Article 5379326 ,
Jaber M, Lopez-Martinez FJ, Imran MA, Sutton A, Tukmanov A, Tafazolli R ( 2018 ) . Wireless Backhaul: Performance Modeling and Impact on User Association for 5G . IEEE Transactions on Wireless Communications vol. 17 , ( 5 ) 3095 - 3110 .
Pervez F, Jaber M, Qadir J, Younis S, Imran MA ( 2018 ) . Memory-Based User-Centric Backhaul-Aware User Cell Association Scheme . IEEE Access vol. 6 , 39595 - 39605 .
Kouzayha N, Jaber M, Dawy Z ( 2017 ) . Measurement-Based Signaling Management Strategies for Cellular IoT . IEEE Internet of Things Journal vol. 4 , ( 5 ) 1434 - 1444 .
Jaber M, Imran MA, Tukmanov A, Sutton A, Tafazolli R ( 2017 ) . Case Study on Using the User-Centric-Backhaul Scheme to Unlock the Realistic Backhaul . 2017 IEEE 86th Vehicular Technology Conference (VTC-Fall) . Conference: 2017 IEEE 86th Vehicular Technology Conference (VTC-Fall) from: 24/09/2017 to: 27/09/2017 , 1 - 5 .
( 2017 ) . Self-organised fronthauling for 5G and beyond . Access, Fronthaul and Backhaul Networks for 5G & Beyond , Institution of Engineering and Technology
Pervez F, Jaber M, Qadir J, Younis S, 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) . Conference: 2017 13th International Wireless Communications and Mobile Computing Conference (IWCMC) from: 26/06/2017 to: 30/06/2017 , 1840 - 1845 .
Jaber M, Imran MA, Sutton A, Tukmanov A, Tafazolli R ( 2017 ) . Modular Approach for Modelling the Hybrid Multi-Hop Backhaul Performance . IEEE Wireless Communications Letters vol. 6 , ( 2 ) 262 - 265 .
Jaber M, Imran MA, Tafazolli R, 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) . Conference: 2017 International Conference on Innovations in Electrical Engineering and Computational Technologies (ICIEECT) from: 05/04/2017 to: 07/04/2017 , 1 - 5 .
Jaber M, Imran MA, Tafazolli R, Tukmanov A ( 2017 ) . Energy-Efficient SON-Based User-Centric Backhaul Scheme . 2017 IEEE Wireless Communications and Networking Conference Workshops (WCNCW) . Conference: 2017 IEEE Wireless Communications and Networking Conference Workshops (WCNCW) from: 19/03/2017 to: 22/03/2017 , 1 - 6 .
Taufique A, Jaber M, Imran A, Dawy Z, Yacoub E ( 2017 ) . Planning Wireless Cellular Networks of Future: Outlook, Challenges and Opportunities . IEEE Access vol. 5 , 4821 - 4845 .
Jaber M, Imran MA, Tafazolli R, Tukmanov A ( 2016 ) . A Multiple Attribute User-Centric Backhaul Provisioning Scheme Using Distributed SON . 2016 IEEE Global Communications Conference (GLOBECOM) . Conference: GLOBECOM 2016 - 2016 IEEE Global Communications Conference from: 04/12/2016 to: 08/12/2016 , 1 - 6 .
Jaber M, Owens D, Imran MA, Tafazolli R, Tukmanov A ( 2016 ) . A joint backhaul and RAN perspective on the benefits of centralised RAN functions . 2016 IEEE International Conference on Communications Workshops (ICC) . Conference: 2016 ICC - 2016 IEEE International Conference on Communications Workshops (ICC) from: 23/05/2016 to: 27/05/2016 , 226 - 231 .
Jaber M, Imran MA, Tafazolli R, Tukmanov A ( 2016 ) . 5G Backhaul Challenges and Emerging Research Directions: A Survey . IEEE Access vol. 4 , 1743 - 1766 .
Jaber M, Imran MA, Tafazolli R, Tukmanov A ( 2016 ) . A Distributed SON-Based User-Centric Backhaul Provisioning Scheme . IEEE Access vol. 4 , 2314 - 2330 .
Bassoy S, Jaber M, Imran MA, Xiao P ( 2016 ) . Load Aware Self-Organising User-Centric Dynamic CoMP Clustering for 5G Networks . IEEE Access vol. 4 , 2895 - 2906 .
Jaber M, Dawy Z, Akl N, Yaacoub E ( 2016 ) . Tutorial on LTE/LTE-A Cellular Network Dimensioning Using Iterative Statistical Analysis . IEEE Communications Surveys & Tutorials vol. 18 , ( 2 ) 1355 - 1383 .
Jaber M, Imran M, Tafazolli R, Tukmanov A ( 2015 ) . An adaptive backhaul-aware cell range extension approach . 2015 IEEE International Conference on Communication Workshop (ICCW) . Conference: 2015 ICC - 2015 IEEE International Conference on Communications Workshops (ICC) from: 08/06/2015 to: 12/06/2015 , 74 - 79 .
Kouzayha N, Jaber M, Dawy Z ( 2014 ) . M2M data aggregation over cellular networks: signaling-delay trade-offs . 2014 IEEE Globecom Workshops (GC Wkshps) . Conference: 2014 IEEE Globecom Workshops (GC Wkshps) from: 08/12/2014 to: 12/12/2014 , 1155 - 1160 .
Jaber M, Kouzayha N, Dawy Z, Kayssi A ( 2014 ) . On cellular network planning and operation with M2M signalling and security considerations . 2014 IEEE International Conference on Communications Workshops (ICC) . Conference: 2014 ICC - 2014 IEEE International Conference on Communication Workshop (ICC) from: 10/06/2014 to: 14/06/2014 , 429 - 434 .
Jaber M, Akl N, Dawy Z, Yaacoub E ( 2014 ) . Statistical link budget analysis approach for LTE cellular network dimensioning . 20th European Wireless Conference Ew 2014 . 456 - 461 .
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