Publications
Selected Publications
Big Data Analytics for Vehicular Ad Hoc Networks
H. A. Najada, I. Mahgoub and I. Mohammed, “Highway Cluster Density and Average Speed Prediction in Vehicular Ad Hoc Networks (VANETs),” 2018 IEEE Symposium Series on Computational Intelligence (SSCI), Bangalore, India, 2018, pp. 96-103.
H. A. Najada, I. Mahgoub and I. Mohammed, “Cyber Intrusion Prediction and Taxonomy System Using Deep Learning And Distributed Big Data Processing,” 2018 IEEE Symposium Series on Computational Intelligence (SSCI), Bangalore, India, 2018, pp. 631-638.
Hamzah Al Najada and Imad Mahgoub, “Real-Time Accident Clearance Time Prediction using Traffic Data from Internet of Mobility Sensors”, in press, the 15th IEEE International Conference on Pervasive Intelligence and Computing (PICOM- 2017), November 6 -10, 2017, Orlando, Florida, USA.
Hamzah Al Najada and Imad Mahgoub, “Anticipation and Alert System of Congestions and Accidents in VANET Using Big Data Analysis for Intelligent Transportation Systems”, Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2016), Athens, Greece, December 6- 9, 2016.
Hamzah Al Najada and Imad Mahgoub, “Autonomous Vehicles Safe-Optimal Trajectory Selection Based on Big Data Analysis and Predefined User Preferences”, Proceedings of the 7th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (IEEE UEMCON 2016), New York City, USA, 20 – 22 October 2016.
Hamzah Al Najada and Imad Mahgoub, “Big Vehicular Traffic Data Mining: Towards Accident and Congestion Prevention”, Proceedings of the IEEE International Wireless Communications and Mobile Computing Conference (IWCMC2016), Paphos, Cyprus, September 5 – 9, 2016.
Localization in Vehicular Ad Hoc Networks
Alain Edwards, Imad Mahgoub, and Monika Rathod, “Investigation of RFID Based Localization for SmartDrive Vehicular Network Testbed”, Proceedings of the 7th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (IEEE UEMCON 2016), New York City, USA, 20 – 22 October 2016.
Lina Altoaimy and Imad Mahgoub, “Mobility Data Verification for Vehicle Localization in Vehicular Ad Hoc Networks”, Proceedings of the IEEE 2016 International Wireless Communications and Networking Conference (WCNC2016), Doha, Qatar, April 3 – 6, 2016.
L. Altoaimy, I. Mahgoub, and M. Rathod, “Weighted localization in vehicular ad hoc networks using vehicle-to-vehicle communication,” in Global Information Infrastructure and Networking Symposium (GIIS), 2014, Sept 2014, pp. 1–5.
L. Altoaimy and I. Mahgoub, “OWL: optimized weighted localization for vehicular ad hoc networks,” in 2014 International Conference on Connected Vehicles & Expo (ICCVE 2014), Vienna, Austria, Nov. 2014, (in press).
L. Altoaimy and I. Mahgoub, “Fuzzy logic based localization for vehicular ad hoc networks,” in Computational Intelligence in Vehicles and Transportation Systems (CIVTS), 2014 IEEE Symposium on, Dec 2014, pp. 121–128.
Context-Aware Data Dissemination Protocol Design
M. Rathod, I. Mahgoub and M. Slavik. Observing the Impact of Context-Awareness on Collisions for Dynamic Hybrid Data Dissemination in Vehicular Networks, Journal of Communications and Networking, June 2014, Vol 4, no.6.
M. Rathod, I. Mahgoub, M. Slavik, and E. Gamess. Adapting the Hybrid Data Dissemination Protocol to Density by Dynamically Controlling the Broadcast Zone Radius.In Global Information Infrastructure and Networking Symposium (GIIS), 2012, pages 1–4, 2012. doi:10.1109/GIIS.2012.6466768.
M. Rathod, I. Mahgoub, and M. Slavik. Investigating the Impact of Message Size and Broadcast Frequency on Hybrid Data Dissemination Protocol for VANETs. In Wireless Advanced (WiAd), 2012, pages 11–15, Jun. 2012. doi:10. 1109/WiAd.2012.6296546.
M. Rathod, I. Mahgoub, and M. Slavik. A Hybrid Data Dissemination Scheme for VANETs. In Wireless Days (WD), 2011 IFIP, pages 1–7, Oct. 2011. doi:10. 1109/WD.2011.6098219.
Efficient Multi-hop Broadcast Algorithms
Elnaz Limouchi and Imad Mahgoub, “BEFLAB: Bandwidth Efficient Fuzzy Logic-Assisted Broadcast for VANET”, Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2016), Athens, Greece, December 6- 9, 2016.
Elnaz Limouchi and Imad Mahgoub, “Intelligent Hybrid Adaptive Broadcast for VANET”, Proceedings of the 7th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (IEEE UEMCON 2016), New York City, USA, 20 – 22 October 2016.
Elnaz Limouchi, Imad Mahgoub, and Ahmed Alwakeel, “Fuzzy Logic-based Broadcast in Vehicular Ad hoc Networks”, Proceedings of the 2016 IEEE 84th Vehicular Technology Conference (VTC 2016-Fall), Montreal, Canada, September 18-21, 2016, pp. 1-5.
M. Slavik, I. Mahgoub, and M.M. Alwakeel. Analysis and Evaluation of Distance-to-Mean Broadcast Method for VANET, Journal of King Saud University-Computer and Information Sciences, vol 26, no. 1, pp. 153-160, January 2014
M. Slavik, I. Mahgoub. Spatial Distribution and Channel Quality Adaptive Protocol for Multihop Wireless Broadcast Routing in VANET, IEEE Transactions on Mobile Computing, vol. 12, no. 4, pp. 722-734, April, 2013
M Slavik, I Mahgoub, and M.M. Alwakeel. Analysis of Beaconing Message Rate in VANET Multi-Hop Broadcast Protocols, High Capacity Optical Networks and Enabling Technologies (HONET), 2012 9th International Conference on, pp. 037 – 041, 2012, doi: 10.1109/HONET.2012.6421431
M. Slavik and I. Mahgoub. Applying Machine Learning to the Design of Multi-Hop Broadcast Protocols for Vanet. In Wireless Communications and Mobile Computing Conference (IWCMC), 2011 7th International, pages 1742 –1747, July 2011.
M. Slavik and I. Mahgoub. On the Scalability of Wireless Multi-Hop Broadcast Protocols with Respect to Density in VANET. In The International Conference on Communications and Information Technology (ICCIT-2011), Aqaba, Jordan, March 2011.
M. Slavik and I. Mahgoub. Designing Statistical Multi-Hop Wireless Broadcast Protocols Using Confidence Levels from Stochastic Models of Reachability. In Wireless Communications and Mobile Computing Conference (IWCMC), 2011 7th International, pages 1045 –1050, July 2011.
M. Slavik, I. Mahgoub. and F.N. Sibai. The Distance-to-Mean Broadcast Method for Vehicular Wireless Communication Systems. In Innovations in Information Technology (IIT), 2011 International Conference on, Abu Dhabi, UAE, 4 2011.
M. Slavik and I. Mahgoub. Statistical Broadcast Protocol Design for Unreliable Channels in Wireless Ad-hoc Networks. In Proceedings of IEEE Globecom 2010 – Wireless Networking Symposium (GC10 – WN), Miami, Florida, USA, December 2010.
M. Slavik and I. Mahgoub. Adapting Statistical Broadcast to Linearly Oriented Networks for VANETs. In Proceedings of IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob’2010), Niagara Falls, Canada, Canada, October 2010.
M. Slavik and I. Mahgoub. Stochastic Broadcast for VANET. Proceedings of the 2010 Consumer Communications and Networking Conference, January 2010.
Health Care, Wireless Body Area Networks, and BioInformatics
S. LaFleur and I. Mahgoub. Personal Body Area Network As a Pre-screening Surrogate to the Polysomnography, Proceedings of the 8th International Conference on Body Area Networks (BodyNets ’13), pp. 233-236 , 2013, doi:10.4108/icst.bodynets.2013.253687
R. Bouhenguel and I. Mahgoub. Cardiac Arrhythmia Monitoring and Detection Techniques in Wearable Healthcare Computing Devices, in the Encyclopedia of Wireless and Mobile Communications, 2nd Edition, Auerbach Publications, Taylor and Francis Group, 2012.
R. Bouhenguel and I. Mahgoub. A Risk and Incidence Based Atrial Fibrillation Detection Scheme for Wearable Healthcare Computing Devices, Pervasive Computing Technologies for Healthcare (PervasiveHealth), 6th International Conference on, pp. 97 – 104, 2012
R. Bouhenguel and I. Mahgoub. An Energy Efficient Model for Monitoring and Detecting Atrial Fibrillation in Wearable Computing, Proceedings of the 7th International Conference on Body Area Networks, pp. 59-65, 2012
J, Dwivedi, and I. Mahgoub. Robotic Surgery: A Review on Recent Advances in Surgical Robotic Systems, Florida Conference on Recent Advances in Robotics, May 10-11, 2012, url: http://www.eng.fau.edu/conf/fcrar/papers/FCRAR_2012_2_1_Dwivedi_Mahgoub_FAU.pdf
R. Bouhenguel, I. Mahgoub, and M. Ilyas. Window-Based Energy-Aware Model for Real-Time Detection and Reporting of Progressive Development of Cardiac Atrial Fibrillation in Wearable Computing, in High Capacity Optical Networks and Enabling Technologies (HONET), 2011, Dec 2011, pp. 84–88.
M. Slavik, X. Zhu, I. Mahgoub, T. Khoshgoftaar, R. Narayanan. Data Intensive Computing: A Biomedical Case Study in Gene Selection and Filtering, Handbook of Data Intensive Computing, pp. 563-580, 2011
M. Slavik, X. Zhu, I. Mahgoub, M. Shoaib. Parallel Selection of Informative Genes for Classification, bioinformatics and Computational Biology: First International Conference on, vol. 5462, 2009, pp. 388-399, 2009
R. Bouhenguel, I. Mahgoub, and M. Ilyas. Bluetooth Security in Wearable Computing Applications, in Proceedings of IEEE High Capacity Optical Networks and Enabling Technologies (HONET), November 2008.
Wireless Networks, Security, and Performance
Elnaz Limouchi, Ali Zilouchian, and Imad Mahgoub, “OFDMA-based WiMAX Connection Admission Control Based on Fuzzy Logic Controller”, Proceedings of the IEEE International Wireless Communications and Mobile Computing Conference (IWCMC2016), Paphos, Cyprus, September 5 – 9, 2016.
J. Ibriq, I. Mahgoub, M. Ilyas, and M. Cardei. Encyclopedia of wireless and mobile communications, 2013.
A. Badi, and I. Mahgoub. Emerging Concepts in Collective Sensing, Autonomous Sensor Networks, Springer Series on Chemical Sensors and Biosensors, vol. 13, 2013, pp. 395-423
A. Badi, I. Mahgoub, and M. Ilyas. Biologically-Inspired Systems: A New Direction for Large-Scale Wireless Networks, High Capacity Optical Networks and Enabling Technologies (HONET), 9th International Conference on, pp. 042 – 046 , 2012, doi: 10.1109/HONET.2012.6421432
W. AI-Ghanem, M. Ilyas, and I. Mahgoub. Adaptive Hierarchical Weighted Fair Queueing Scheduling Algorithm for Wimax, in High Capacity Optical Networks and Enabling Technologies (HONET), 2012 9th International Conference on, Dec 2012, pp. 237–241.
J. Ibriq and I. Mahgoub. Hikes: Hierarchical Key Establishment Scheme for Wireless Sensor Networks, International Journal of Communication Systems, pp. n/a–n/a, 2012. [Online]. Available: http://dx.doi.org/10.1002/dac.2438
M. J Slavik, I. Mahgoub, and A. Badi. Analytical Modeling of Spatial Variation of Energy Dissipation in Cluster-Based Wireless Sensor Networks. In IEEE Wirless Communications and Networking Conference (WCNC 2010), Cancun, Mexico, March 2011.
A. Badi, I. Mahgoub, and F. Sibai. Impact of Transmission-Related Parameters on the Energy Performance of Cluster-Based Routing Protocols for Wireless Sensor Networks, in Innovations in Information Technology (IIT), 2011 International Conference on, April 2011, pp. 156–161.
A. Badi, I. Mahgoub, and M. Ilyas. The Next Challenge for Wireless Sensor Networks: Addressing Practical Issues, in High Capacity Optical Networks and Enabling Technologies (HONET), 2011, Dec 2011, pp. 143–147.
A. Badi, I. Mahgoub, M. Slavik, and M. Ilyas. Investigation of the Effects of Network Density on the Optimal Number of Clusters in Hierarchical Wireless Sensor Networks (wsns). In High Capacity Optical Networks and Enabling Technologies (HONET2010), Cairo, Egypt, December 2010.
A. Asaduzzaman, I. Mahgoub, and F. Sibai. Evaluation of the Impact of Miss Table and Victim Caches in Parallel Embedded Systems, in Microelectronics (ICM), 2010 International Conference on, Dec 2010, pp. 144–147.
J. Ibriq, I. Mahgoub, and M. Ilyas. Secure Routing in Wireless Sensor Networks, in Handbook of Information and Communication Security, P. Stavroulakis and M. Stamp, Eds. Springer Berlin Heidelberg, 2010,pp. 553–578.
M. Slavik, I. Mahgoub, A. Badi, and M. Ilyas. Analytical Model of Energy Consumption in Hierarchical Wireless Sensor Networks. In High Capacity Optical Networks and Enabling Technologies (HONET2010), Cairo, Egypt, December 2010.
A. Badi, I. Mahgoub, and M. Slavik. Pervasive Communications Handbook, chapter Analysis and classification of reliable protocols for pervasive wireless sensor networks. CRC Press, 2010.
W. AL-Ghanem, I. Mahgoub, and M. Ilyas. Energy efficient Cluster-based Target Tracking Strategy, in High-Capacity Optical Networks and Enabling Technologies (HONET), 2009 6th International Symposium on, Dec 2009, pp. 198–204.
A. Badi, I. Mahgoub, and M. Ilyas. Using Individualized Link Power Settings for Energy Optimization in Hierarchical Wireless Sensor Networks(wsns), in High-Capacity Optical Networks and Enabling Technologies (HONET), 2009 6th International Symposium on, Dec 2009, pp. 172– 178.
A. Asaduzzaman, I. Mahgoub, and F. N. Sibai. Impact of L1 Entire Locking and L2 Way Locking on the Performance, Power Consumption, and Predictability of Multicore Real-Time Systems, in Computer Systems and Applications, 2009. AICCSA 2009. IEEE/ACS International Conference
M. Slavik, I. Mahgoub, and A. Badi. Cross-layer Design for Wireless Networks with Cognitive Controllers. Proc. Of the Wireless Telecommunication Symposium, April 2008.
M. Slavik, I. Mahgoub, A. Badi, and F. Sibai. A Cross-Layer Design Framework Using Functional Components. International Journal of Business Data Communications and Networking, 4, 2008.
M. Slavik, I. Mahgoub, A. Badi, and F. Sibai. A Functional Component Based Framework for Cross-Layer Design. Proceedings of the 4th International Conference on Innovations in Information Technology, November 2007.
J. Ibriq and I. Mahgoub. A Hierarchical Key Establishment Scheme for Wireless Sensor Networks. In Proceedings of the IEEE 21st International Conference on Advanced Information Networking and Applications (AINA-07), May 2007.
J. Ibriq and I. Mahgoub. A Secure Hierarchical Routing Protocol for Wireless Sensor Networks. In Proceedings of the Tenth IEEE International Conference on Communication Systems (ICCS), pages 1–6, October 2006.
I. Mahgoub and M. Ilyas. Handbook of Sensor Networks Protocols: Energy Management, Security, and Data Processing. CRC Press, January 2006.
I. Mahgoub and M. Ilyas. Handbook of Smart Dust: Sensor Network Applications, Architecture, and Design. CRC Press, January 2006.
M. Ilyas and I. Mahgoub. Handbook of Sensor Networks. CRC Press, 2005.
Vehicular Networks
E. Limouchi and I. Mahgoub, “Volunteers Dilemma Game Inspired Broadcast Scheme for Vehicular Ad Hoc Networks,” in IEEE Transactions on Intelligent Transportation Systems, vol. 20, no. 12, pp. 4439-4449, Dec. 2019.
Mohammed Alhameed and Imad Mahgoub, “VANET Adaptive Beaconing Based on Fuzzy Logic”, in press, the 15th IEEE International Conference on Pervasive Intelligence and Computing (PICOM- 2017), November 6 -10, 2017, Orlando, Florida, USA.
Joanne Skiles and Imad Mahgoub, “Investigating the Impact of Adaptive Beaconing on GEOADV Performance”, in press, the 15th IEEE International Conference on Pervasive Intelligence and Computing (PICOM- 2017), November 6 -10, 2017, Orlando, Florida, USA.
Mohammed Alhameed and Imad Mahgoub, “Vanet Scalable Fuzzy Logic Based Adaptive Beaconing”, in press, the 2017 IEEE Symposium Series on Computational Intelligence (SSCI 2017), November 27 to December 1, 2017, Honolulu, Hawaii, USA.
Mohammed Alhameed and Imad Mahgoub, “High Awareness Adaptive Beaconing Based on Fuzzy Logic in VANET”, in press, the ACM International Symposium on Mobility Management and Wireless Access (ACM MOBIWAC 2017), November 21—25, 2017, Miami, Florida, USA.
Joanne Skiles and Imad Mahgoub, “A Geographical Hybrid Solution for Inter-Vehicular Communication in VANET”, Proceedings of the IEEE International Wireless Communications and Mobile Computing Conference (IWCMC2016), Paphos, Cyprus, September 5 – 9, 2016.
W. Arellano and I. Mahgoub. Reverse Online Algorithm for the Dynamic Traffic Assignment inspired by Ant Colony Optimization for VANETs, International Journal of Swarm Intelligence and Evolutionary Computation, In Press, 2014.
W. Arellano and I. Mahgoub. Swarm Intelligence Inspired Routing Algorithms for Ad Hoc Wireless Networks, in Encyclopedia of Wireless and Mobile Communications, Second Edition, vol. null, 0 vols., Taylor & Francis, 2013, pp. 1720–1734.
W. Arellano and I. Mahgoub. Trafficmodeler Extensions: A Case for Rapid Vanet Simulation Using, Omnet++, Sumo, and Veins, in High Capacity Optical Networks and Enabling Technologies (HONET-CNS), 2013 10th International Conference on, Dec 2013, pp. 109–115.
M. Altayeb and I. Mahgoub. A Survey of Vehicular Ad Hoc Networks Routing Protocols, International Journal of Innovation and Applied Studies, vol. 3, no. 3, pp. 829–846, 2013.
C. Carryl, M. Ilyas, I. Mahgoub, M. Rathod. The PEV Security Challenges to the Smart Grid: Analysis of Threats and Mitigation Strategies. Pp. 300 – 305, ICCVE December 2013, doi:10.1109/ICCVE.2013.6799810.
F.M. Padron, I. Mahgoub, M. Rathod. VANET-Based Privacy Preserving Scheme for Detecting Traffic Congestion, High Capacity Optical Networks and Enabling Technologies (HONET), 2012 9th International Conference on , vol., no., pp.066,071, 12-14 Dec. 2012 doi: 10.1109/HONET.2012.6421436
Network and Simulation Tools
E. Gamess, I. Mahgoub, M. Rathod. Scalability Evaluation of Two Network Simulation Tools for Vehicular Ad hoc Networks, Wireless Advanced (WiAd), 2012 , vol., no., pp.58,63, 25-27 June 2012 doi: 10.1109/WiAd.2012.6296568
M. Slavik, I. Mahgoub, and M. Rathod. Statistical Broadcast Protocol Design with WiBDAT: Wireless Broadcast Design and Analysis Tool. In Proceedings of IEEE Wireless Communications and Networking Conference (WCNC 2010), Cancun, Mexico, March 2011.
M. Slavik, I. Mahgoub, A. Badi, and M. Ilyas. Design and Implementation of Parallel JiST to Support Distributed Wireless Network Simulation, High-Capacity Optical Networks and Enabling Technologies (HONET), pp.154-160, 2010, doi: 10.1109/HONET.2010.5715764
V. Tippanagoudar, I. Mahgoub, and A. Badi. Implementation of the Sensor-Mac Protocol for The jist/swans Simulator. IEEE/ACS International Conference on Computer Systems and Applications, May 2007.
T. Sutaria, I. Mahgoub, A. Humos, and A. Badi. Implementation of an Energy Model for jist/swans Wireless Network Simulator. Sixth International Conference on Networking, April 2007.