Moufida Maimour
@univ-lorraine.fr
Lorraine University
Scopus Publications
- Vid-Sim: Modeling and analysis of video encoding and transmission in wireless sensor-based surveillance
Oussama Hadji, Moufida Maimour, Eric Rondeau, Ouahab Kadri, Abderezzak Benyahia
Softwarex, 2026 - An energy-efficient IoMT three-tier architecture for continuous monitoring of endangered bird species
Aya Sakhri, Moufida Maimour, Noureddine Doghmane, Eric Rondeau, Saliha Harize
Pervasive and Mobile Computing, 2025 - EcoWatch: Region of interest-based multi-quantization resource-efficient framework for migratory bird surveillance using wireless sensor networks and environmental context awareness
Oussama Hadji, Moufida Maimour, Abderezzak Benyahia, Ouahab Kadri, Eric Rondeau
Computers and Electrical Engineering, 2025 - Explainable AI Framework for Deep Learning-based Network Digital Twins
Sinthia Chowa, Eric Rondeau, Moufida Maimour, Mohammad Shahadat Hossain, Karl Andersson, et al.
Proceedings 2025 12th International Conference on Future Internet of Things and Cloud Ficloud 2025, 2025 - A digital twin-based energy-efficient wireless multimedia sensor network for waterbirds monitoring
Aya Sakhri, Arsalan Ahmed, Moufida Maimour, Mehdi Kherbache, Eric Rondeau, et al.
Future Generation Computer Systems, 2024 - Survey on digital twins for natural environments: A communication network perspective
Moufida Maimour, Arsalan Ahmed, Eric Rondeau
Internet of Things Netherlands, 2024 - EVBS-CAT: enhanced video background subtraction with a controlled adaptive threshold for constrained wireless video surveillance
Ahcen Aliouat, Nasreddine Kouadria, Moufida Maimour, Saliha Harize
Journal of Real Time Image Processing, 2024 - Enhanced Energy Efficiency in Visual Sensor Networks through ROI-Based Compression Techniques in Wildlife Surveillance
Oussama Hadji, Moufida Maimour, Ouahab Kadri, Abderrezak Benyahia, Eric Rondeau
2024 12th International Conference on Systems and Control ICSC 2024, 2024
This paper presents an application of a Region of Interest(ROI)-based compression technique designed to enhance the energy efficiency of visual sensor networks used in wildlife monitoring. By focusing on compressing only the most critical regions within each video frame, the proposed method significantly reduces data volume, leading to substantial energy savings during both compression and transmission stages. The integration of LoRaWAN technology further optimizes energy consumption by providing low-power, long-range communication capabilities. Experimental results demonstrate a compression ratio of 4:1, achieving overall energy savings of approximately 38% for short-range and 40% for long-range transmission compared to traditional non-ROI methods. Despite a slight reduction in image quality, the visual integrity remains acceptable for effective wildlife monitoring, and the method improves transmission success rates over varying distances. These findings highlight the potential of ROI-based compression to extend the operational lifespan of sensor nodes, offering a viable and sustainable solution for long-term environmental monitoring. - Constructing a Network Digital Twin through formal modeling: Tackling the virtual–real mapping challenge in IIoT networks
Mehdi Kherbache, Arsalan Ahmed, Moufida Maimour, Eric Rondeau
Internet of Things Netherlands, 2023 - Semantic web and machine learning techniques addressing semantic interoperability in Industry 4.0
Mohamed Madani Hafidi, Meriem Djezzar, Mounir Hemam, Fatima Zahra Amara, Moufida Maimour
International Journal of Web Information Systems, 2023
Purpose This paper aims to offer a comprehensive examination of the various solutions currently accessible for addressing the challenge of semantic interoperability in cyber physical systems (CPS). CPS is a new generation of systems composed of physical assets with computation capabilities, connected with software systems in a network, exchanging data collected from the physical asset, models (physics-based, data-driven, . . .) and services (reconfiguration, monitoring, . . .). The physical asset and its software system are connected, and they exchange data to be interpreted in a certain context. The heterogeneous nature of the collected data together with different types of models rise interoperability problems. Modeling the digital space of the CPS and integrating information models that support cyber physical interoperability together are required. Design/methodology/approach This paper aims to identify the most relevant points in the development of semantic models and machine learning solutions to the interoperability problem, and how these solutions are implemented in CPS. The research analyzes recent papers related to the topic of semantic interoperability in Industry 4.0 (I4.0) systems. Findings Semantic models are key enabler technologies that provide a common understanding of data, and they can be used to solve interoperability problems in Industry by using a common vocabulary when defining these models. Originality/value This paper provides an overview of the different available solutions to the semantic interoperability problem in CPS. - An Advanced Assessment of Decentralized TSCH Schedulers: Unraveling the Implications of Heterogeneous Traffic Scenarios on Performance Efficacy
Mehdi Kherbache, Moufida Maimour, Eric Rondeau
IFAC Papersonline, 2023 - Decentralized TSCH scheduling protocols and heterogeneous traffic: Overview and performance evaluation
Mehdi Kherbache, Otabek Sobirov, Moufida Maimour, Eric Rondeau, Abderrezak Benyahia
Internet of Things Netherlands, 2023 - Region-of-interest based video coding strategy for rate/energy-constrained smart surveillance systems using WMSNs
Ahcen Aliouat, Nasreddine Kouadria, Moufida Maimour, Saliha Harize, Noureddine Doghmane
Ad Hoc Networks, 2023 - QL-TSCH-plus: A Q-learning Distributed Scheduling Algorithm for TSCH Networks
Mehdi Kherbache, Moufida Maimour, Eric Rondeau
2023 IEEE World Forum on Internet of Things the Blue Planet A Marriage of Sea and Space Wf Iot 2023, 2023 - An Efficient Low Complexity Region-of-Interest Detection for Video Coding in Wireless Visual Surveillance
Ahcen Aliouat, Nasreddine Kouadria, Saliha Harize, Moufida Maimour
IEEE Access, 2023 - Disjoint multipath RPL for QoE/QoS provision in the Internet of Multimedia Things
Souhila Kettouche, Moufida Maimour, Lakhdar Derdouri
Computing, 2022 - Audio-Visual Low Power System for Endangered Waterbirds Monitoring
Aya Sakhri, Oussama Hadji, Chakir Bouarrouguen, Moufida Maimour, Nasreddine Kouadria, et al.
IFAC Papersonline, 2022 - Digital Twin Network for the IIoT using Eclipse Ditto and Hono
Mehdi Kherbache, Moufida Maimour, Eric Rondeau
IFAC Papersonline, 2022 - Reinforcement Learning TDMA-Based MAC Scheduling in the Industrial Internet of Things: A Survey
Mehdi Kherbache, Otabek Sobirov, Moufida Maimour, Eric Rondeau, Abderrezak Benyahia
IFAC Papersonline, 2022 - An Energy-Efficient WMSN-based System for Endangered Birds Monitoring
Aya Sakhri, Moufida Maimour, Eric Rondeau, Noureddine Doghmane, Saliha Harize
IFAC Papersonline, 2022 - Network Digital Twin for the Industrial Internet of Things
Mehdi Kherbache, Moufida Maimour, Eric Rondeau
Proceedings 2022 IEEE 23rd International Symposium on A World of Wireless Mobile and Multimedia Networks Wowmom 2022, 2022 - Semantic Web Technologies for Internet of Things Semantic Interoperability
Fatima Zahra Amara, Mounir Hemam, Meriem Djezzar, Moufida Maimour
Lecture Notes in Networks and Systems, 2022 - Region-of-Interest based Video Coding Strategy for Low Bitrate Surveillance Systems
Ahcen Aliouat, Nasreddine Kouadria, Moufida Maimour, Saliha Harize
2022 19th IEEE International Multi Conference on Systems Signals and Devices Ssd 2022, 2022 - An Ontology – based Contextual Approach for Cross-domain Applications in Internet of Things
Sihem Benkhaled, Mounir Hemam, Meriem Djezzar, Moufida Maimour
Informatica Slovenia, 2022 - Multi-Threshold-Based Frame Segmentation for Content-Aware Video Coding in WMSN
Ahcen Aliouat, Nasreddine Kouadria, Saliha Harize, Moufida Maimour
Lecture Notes in Networks and Systems, 2022 - Semantic Models and Machine Learning Approach in CPS:A Survey
Ceur Workshop Proceedings, 2022 - Region of Interest and Redundancy Problem in Migratory Birds Wild Life Surveillance
Oussama Hadji, Ouahab Kadri, Moufida Maimour, Eric Rondeau, Abderrezak Benyahia
Icaase 2022 5th Edition of the International Conference on Advanced Aspects of Software Engineering Proceedings, 2022 - Deep Learning-based Image Restoration for Low-Power and Lossy Networks
Moufida Maimour, Aya Sakhri, Eric Rondeau, Mohamed Omar Chida, Chaima Tounsi-Omezzine, et al.
Icaase 2022 5th Edition of the International Conference on Advanced Aspects of Software Engineering Proceedings, 2022 - When digital twin meets network softwarization in the industrial iot: Real-time requirements case study
Mehdi Kherbache, Moufida Maimour, Eric Rondeau
Sensors, 2021 - Bandwidth Provision through Disjoint Multipath RPL in the IoMT
Ceur Workshop Proceedings, 2021 - Impact of interference aware metrics on iterative multipath routing for industrial WSN
Moufida Maimour
Internet Technology Letters, 2020 - Interference-aware metrics impact on the performance of incremental multipath routing in WSNs
Moufida Maimour
Journal of High Speed Networks, 2020 - QoE-based Performance Evaluation of Video Transmission using RPL in the IoMT
Souhila Kettouche, Moufida Maimour, Lakhdar Derdouri
7th Mediterranean Congress of Telecommunications 2019 Cmt 2019, 2019 - An approach for Semantic Enrichment of Sensor Data
Meriem Djezzar, Mounir Hemam, Moufida Maimour, Fatima Zahra Amara, Khaoula Falek, et al.
Proceedings Pais 2018 International Conference on Pattern Analysis and Intelligent Systems, 2018 - SenseVid: A traffic trace based tool for QoE Video transmission assessment dedicated to Wireless Video Sensor Networks
Moufida Maimour
Simulation Modelling Practice and Theory, 2018 - Interference-aware multipath routing for WSNs: overview and performance evaluation
Moufida Maimour
Applied Computing and Informatics, 2018 - A Multipath Prefix Routing for Wireless Sensor Networks
Moufida Maimour, Zahia Bidai
Wireless Personal Communications, 2016 - Interference-aware multipath routing protocol for video transmission over ZigBee wireless sensor networks
Zahia Bidai, Moufida Maimour
International Conference on Multimedia Computing and Systems Proceedings, 2014 - EvalVSN: A new tool for video quality evaluation in Wireless Sensor Networks
Yacine Baziz, Moufida Maimour, Bouabdellah Kechar
International Conference on Multimedia Computing and Systems Proceedings, 2014 - The effects of interference on video quality over wireless sensor networks
Houda Zeghilet, Yacine Baziz, Moufida Maimour, Bouabdellah Kechar, Nadjib Badache
Procedia Computer Science, 2013 - Multipath extension of the ZigBee tree routing in cluster-tree wireless sensor networks
Zahia Bidai, Moufida Maimour, Hafid Haffaf
International Journal of Mobile Computing and Multimedia Communications, 2012 - On the use of passive clustering in wireless video sensor networks
Houda Zeghilet, Moufida Maimour, Nadjib Badache, Francis Lepage
International Journal of Sensor Networks, 2012 - Node disjoint multi-path routing for ZigBee cluster-tree wireless sensor networks
Zahia Bidai, Hafid Haffaf, Moufida Maimour
International Conference on Multimedia Computing and Systems Proceedings, 2011 - Congestion Control in Multicast Communications
CongDuc Pham, Moufida Maimour‐Bouyoucef
Multimedia Multicast on the Internet, 2010 - A congestion control framework for handling video surveillance traffics on WSN
M. Maimour, C. Pham, D. Hoang
Proceedings 12th IEEE International Conference on Computational Science and Engineering Cse 2009, 2009 - Using passive clustering to enhance video quality in wireless sensor networks
Houda Zeghilet, Moufida Maimour, Francis Lepage, Nadjib Badache
2009 2nd IFIP Wireless Days Wd 2009, 2009 - Energy efficient cluster-based routing in wireless sensor networks
Houda Zeghilet, Nadjib Badache, Moufida Maimour
Proceedings IEEE Symposium on Computers and Communications, 2009 - Maximally radio-disjoint multipath routing for wireless multimedia sensor networks
Moufida Maimour
Wmunep 08 Proceedings of the 4th ACM International Workshop on Wireless Multimedia Networking and Performance Modeling, 2008 - Load repartition for congestion control in multimedia wireless sensor networks with multipath routing
Moufida Maimour, C. Pham, Julien Amelot
3rd International Symposium on Wireless Pervasive Computing ISWPC 2008 Proceedings, 2008 - Energy consumption analysis of a simple image transmission protocol in wireless sensor networks
V. Lecuire, C. Duran-Faundez, T. Holl, N. Krommenacker, M. Maimour, et al.
IEEE International Workshop on Factory Communication Systems Proceedings Wfcs, 2006 - Designing and evaluating an active grid architecture
F. Bouhafs, J.P. Gelas, L. Lefèvre, M. Maimour, C. Pham, et al.
Future Generation Computer Systems, 2005 - Experimenting active reliable multicast on application-aware grids
M. Maimour, C. Pham
Journal of Grid Computing, 2004 - A survey of active and router-assisted reliable multicast solutions
Annales Des Telecommunications Annals of Telecommunications, 2004 - AMCA: An active-based multicast congestion avoidance algorithm
M. Maimour, C.D. Pham
Proceedings IEEE Symposium on Computers and Communications, 2003 - A New Active-Based Multicast Congestion Avoidance Algorithm
Canadian Conference on Electrical and Computer Engineering, 2003 - Dealing with heterogeneity in a fully reliable multicast protocol
M. Maimour, Cong-Duc Pham
IEEE International Conference on Networks Icon, 2003 - A RTT-based partitioning algorithm for a multi-rate reliable multicast protocol
Moufida Maimour, Cong-Duc Pham
Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 2003 - Dynamic replier active reliable multicast (DyRAM)
M. Maimour, C.D. Pham
Proceedings IEEE Symposium on Computers and Communications, 2002 - An analysis of a router-based loss detection service for active reliable multicast protocols
M. Maimour, C.-D. Pham
IEEE International Conference on Networks Icon, 2002 - An active reliable multicast framework for the grids
M. Maimour, C. Pham
Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 2002 - Towards an application-aware multicast communication framework for computational grids
Moufida Maimour, CongDuc Pham
Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 2002 - The cost of active services in active reliable multicast
M. Maimour, J. Mazuy, C. Pham
Proceedings 4th Annual International Workshop on Active Middleware Services Ams 2002, 2002 - A throughput analysis of reliable multicast protocols in an active networking environment
IEEE Symposium on Computers and Communications Proceedings, 2001 - Active networking support for the grid
Laurent Lefèvre, Cong-duc Pham, Pascale Primet, Bernard Tourancheau, Benjamin Gaidioz, et al.
Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 2001
RECENT SCHOLAR PUBLICATIONS
- Vid-Sim: Modeling and analysis of video encoding and transmission in wireless sensor-based surveillance
O Hadji, M Maimour, E Rondeau, O Kadri, A Benyahia
SoftwareX 34, 102658 , 2026
2026 - Explainable AI Framework for Deep Learning-based Network Digital Twins
S Chowa, E Rondeau, M Maimour, MS Hossain, K Andersson, S Kubler
2025 12th International Conference on Future Internet of Things and Cloud … , 2025
2025 - An energy-efficient IoMT three-tier architecture for continuous monitoring of endangered bird species
A Sakhri, M Maimour, N Doghmane, E Rondeau, S Harize
Pervasive and Mobile Computing, 102093 , 2025
2025
Citations: 4 - Digital Twins for Electrical Vehicle Battery Production
S Uku, M Maimour, E Rondeau, Ç Sevra, A Nominé
3ème Congrès Annuel de la SAGIP , 2025
2025
Citations: 1 - Sound-Based Bird Localization Using Lightweight Convolutional Neural Networks and Internet of Things
C Bouarouguene, M Maimour, O Kadri, A Benyahia, E Rondeau
1st International Conference on Green Engineering , 2025
2025
Citations: 4 - EcoWatch: Region of interest-based multi-quantization resource-efficient framework for migratory bird surveillance using wireless sensor networks and environmental context …
O Hadji, M Maimour, A Benyahia, O Kadri, E Rondeau
Computers and Electrical Engineering 123, 110076 , 2025
2025
Citations: 6 - Enhanced Energy Efficiency in Visual Sensor Networks through ROI-Based Compression Techniques in Wildlife Surveillance
O Hadji, M Maimour, O Kadri, A Benyahia, E Rondeau
2024 12th International Conference on Systems and Control (ICSC), 395-400 , 2024
2024
Citations: 4 - A digital twin-based energy-efficient wireless multimedia sensor network for waterbirds monitoring
A Sakhri, A Ahmed, M Maimour, M Kherbache, E Rondeau, N Doghmane
Future Generation Computer Systems 155, 146-163 , 2024
2024
Citations: 27 - Survey on digital twins for natural environments: A communication network perspective
M Maimour, A Ahmed, E Rondeau
Internet of Things 25, 101070 , 2024
2024
Citations: 36 - EVBS-CAT: enhanced video background subtraction with a controlled adaptive threshold for constrained wireless video surveillance
A Aliouat, N Kouadria, M Maimour, S Harize
Journal of Real-Time Image Processing 21 (1), 9 , 2024
2024
Citations: 17 - Constructing a Network Digital Twin through formal modeling: Tackling the virtual–real mapping challenge in IIoT networks
M Kherbache, A Ahmed, M Maimour, E Rondeau
Internet of Things 24, 101000 , 2023
2023
Citations: 17 - Semantic web and machine learning techniques addressing semantic interoperability in Industry 4.0
MM Hafidi, M Djezzar, M Hemam, FZ Amara, M Maimour
International Journal of Web Information Systems 19 (3-4), 157-172 , 2023
2023
Citations: 31 - Contributions for enabling high data rate applications in low-power networks
M Maimour
Université de Lorraine , 2023
2023 - QL-TSCH-plus: A Q-learning distributed scheduling algorithm for TSCH networks
M Kherbache, M Maimour, E Rondeau
2023 IEEE 9th World Forum on Internet of Things (WF-IoT), 1-6 , 2023
2023
Citations: 3 - Decentralized TSCH scheduling protocols and heterogeneous traffic: Overview and performance evaluation
M Kherbache, O Sobirov, M Maimour, E Rondeau, A Benyahia
Internet of Things 22, 100696 , 2023
2023
Citations: 17 - Dnn inference splitting and offloading in the internet of things: A survey
C Bouarouguene, M Maimour, O Kadri, E Rondeau, A Benyahia
1er Congrès annuel de la Société d’Automatique de Génie Industriel et de … , 2023
2023
Citations: 3 - Performance evaluation of a wmsn-based system for endangered bird monitoring
A Sakhri, M Maimour, N Doghmane, E Rondeau
1er Congrès annuel de la Société d’Automatique de Génie Industriel et de … , 2023
2023
Citations: 5 - IoT network digital twins modeling using Petri nets
M Kherbache, M Maimour, E Rondeau
1er Congrès Annuel de la Société d’Automatique de Génie Industriel et de … , 2023
2023
Citations: 4 - Proposed system for efficient wildlife monitoring using wsn and image processing
O Hadji, A Benyahia, M Maimour, E Rondeau, O Kadri
1er Congrès annuel de la Société d’Automatique de Génie Industriel et de … , 2023
2023
Citations: 3 - Study and implementation of an object-based video pre-encoder for embedded wireless video surveillance systems
A Aliouat
Université Badji Mokhtar-Annaba (Algérie) , 2023
2023
Citations: 4
MOST CITED SCHOLAR PUBLICATIONS
- Maximally radio-disjoint multipath routing for wireless multimedia sensor networks
M Maimour
Proceedings of the 4th ACM workshop on Wireless multimedia networking and … , 2008
2008
Citations: 119 - Cluster-based Routing Protocols for Energy-Efficiency in Wireless Sensor Networks
M Maimour, H Zeghilet, F Lepage
Sustainable Wireless Sensor Networks, 167-188 , 2010
2010
Citations: 59 - Digital twin network for the IIoT using eclipse ditto and hono
M Kherbache, M Maimour, E Rondeau
IFAC-PapersOnLine - TA 2022 - 6th IFAC Symposium on Telematics Applications … , 2022
2022
Citations: 51 - When digital twin meets network softwarization in the industrial IoT: Real-time requirements case study
M Kherbache, M Maimour, E Rondeau
Sensors 21 (24), 8194 , 2021
2021
Citations: 50 - Network digital twin for the industrial internet of things
M Kherbache, M Maimour, E Rondeau
2022 IEEE 23rd International Symposium on a World of Wireless, Mobile and … , 2022
2022
Citations: 48 - Load repartition for congestion control in multimedia wireless sensor networks with multipath routing
M Maimour, C Pham, J Amelot
Wireless Pervasive Computing, 2008. ISWPC 2008. 3rd International Symposium … , 2008
2008
Citations: 48 - Region-of-interest based video coding strategy for rate/energy-constrained smart surveillance systems using WMSNs
A Aliouat, N Kouadria, M Maimour, S Harize, N Doghmane
Ad Hoc Networks 140, 103076 , 2023
2023
Citations: 40 - Survey on digital twins for natural environments: A communication network perspective
M Maimour, A Ahmed, E Rondeau
Internet of Things 25, 101070 , 2024
2024
Citations: 36 - Semantic web and internet of things: Challenges, applications and perspectives
FZ Amara, M Hemam, M Djezzar, M Maimor
Journal of ICT Standardization 10 (2), 261-291 , 2022
2022
Citations: 36 - Active networking support for the grid
L Lefèvre, C Pham, P Primet, B Tourancheau, B Gaidioz, JP Gelas, ...
IFIP International Working Conference on Active Networks, 16-33 , 2001
2001
Citations: 36 - Interference-aware multipath routing protocol for video transmission over ZigBee wireless sensor networks
Z Bidai, M Maimour
2014 International Conference on Multimedia Computing and Systems (ICMCS … , 2014
2014
Citations: 35 - Semantic web technologies for internet of things semantic interoperability
FZ Amara, M Hemam, M Djezzar, M Maimour
The International Conference on Information, Communication & Cybersecurity … , 2021
2021
Citations: 34 - Node disjoint multi-path routing for ZigBee cluster-tree wireless sensor networks
Z Bidai, H Haffaf, M Maimour
2011 International Conference on Multimedia Computing and Systems, 1-6 , 2011
2011
Citations: 33 - Semantic web and machine learning techniques addressing semantic interoperability in Industry 4.0
MM Hafidi, M Djezzar, M Hemam, FZ Amara, M Maimour
International Journal of Web Information Systems 19 (3-4), 157-172 , 2023
2023
Citations: 31 - Dynamic replier active reliable multicast (dyram)
M Maimour, C Pham
Proceedings ISCC 2002 Seventh International Symposium on Computers and … , 2002
2002
Citations: 31 - SenseVid: A Traffic Trace based Tool for QoE Video Transmission Assessment Dedicated to Wireless Video Sensor Networks
M Maimour
Simulation Modelling Practice and Theory , 2018
2018
Citations: 30 - A digital twin-based energy-efficient wireless multimedia sensor network for waterbirds monitoring
A Sakhri, A Ahmed, M Maimour, M Kherbache, E Rondeau, N Doghmane
Future Generation Computer Systems 155, 146-163 , 2024
2024
Citations: 27 - An ontology-based contextual approach for cross-domain applications in internet of things
S Benkhaled, M Hemam, M Djezzar, M Maimour
Informatica 46 (5), 39-48 , 2022
2022
Citations: 26 - Designing and evaluating an active grid architecture
F Bouhafs, JP Gelas, L Lefèvre, M Maimour, C Pham, ...
Future Generation Computer Systems 21 (2), 315-330 , 2005
2005
Citations: 25 - An efficient low complexity region-of-interest detection for video coding in wireless visual surveillance
A Aliouat, N Kouadria, S Harize, M Maimour
IEEE Access 11, 26793-26806 , 2023
2023
Citations: 22
