Advanced Mobile Networks and

Intelligent Systems Lab

International Journals

D. T. Lan and S. Yoon, "Anomalous Indoor Human Trajectory Detection Based on the Transformer Encoder and Self-Organizing Map", IEEE Access, vol. 11, pp. 131848-131865, 2023.


R. Sadia, S. Akter, S. Yoon, "Ellipsoidal Trajectory Optimization for Minimizing Latency and Data Transmission Energy in UAV-Assisted MEC Using Deep Reinforcement Learning", Applied Sciences, vol. 13, no. 22, 2023.


Q.T. Ngo, S. Yoon, "Context-Aware Worker Recruitment for Mobile Crowd Sensing Based on Mobility Prediction", IEEE Access, vol. 11, pp. 92353-92364,  2023.


D. T. Lan, S. Yoon, "Trajectory Clustering-Based Anomaly Detection in Indoor Human Movement", Sensors, vol. 23, no. 6, pp.3318, 2023.


S. Akter, D.-Y. Kim and S. Yoon, "Task Offloading in Multi-Access Edge Computing Enabled UAV-Aided Emergency Response Operations", in IEEE Access, vol. 11, pp. 23167-23188, 2023.


S. Rahman, S. Akter, S. Yoon, "OADC: An Obstacle-Avoidance Data Collection Scheme Using Multiple Unmanned Aerial Vehicles", Applied Sciences, vol. 12, no. 22, 2022.


T.-N. Dao, Q.T. Ngo, C.-B. Nguyen, S. Yoon, J. Kim, C. Qiao, "A Low Cost Decentralized Future Contacts Prediction Model Using Wi-Fi Traces", IEEE Transactions on Mobile Computing, vol. 21, no. 11, 2022.


Q.T. Ngo, S. Yoon, W.-S. Jung, T. Yoon, D. Yoo "Companion Mobility to Assist in Future Human Location Prediction", IEEE Access, vol.10, pp. 68111-68125, 2022.


D.V.A. Duong, S. Yoon, "A Human Location Prediction-Based Routing Protocol in Mobile Crowdsensing-Based Urban Sensor Networks", Applied Sciences, vol. 12, no. 8, 2022.


S. Akter, T.-N. Dao, S. Yoon, "Time-Constrained Task Allocation and Worker Routing in Mobile Crowd-Sensing Using a Decomposition Technique and Deep Q-Learning", IEEE Access, vol.9, 2021.


D.V.A. Duong, D.-Y. Kim, S. Yoon, "TSIRP: A temporal social interactions-based routing protocol in opportunistic mobile social networks", IEEE Access, vol.9, 2021.


Q.T. Ngo, S. Yoon, "Facial expression recognition based on weighted-cluster loss and deep transfer learning using a highly imbalanced dataset", Sensors, vol. 20, no. 9, 2020.


S. Akter, S. Yoon, "DaTask: A Decomposition-Based Deadline-Aware Task Assignment and Workers’ Path-Planning in Mobile Crowd-Sensing", IEEE Access, vol. 8,  2020.


D.V.A. Duong, S. Yoon, "SRMM: A social relationship-aware human mobility model", Electronics, vol. 9, no. 2, 2020.


T.-T. Nguyen, S. Yoon, "A Novel Approach to Short-Term Stock Price Movement Prediction using Transfer Learning", Applied Sciences, vol. 9, 2019.


T.-N. Dao, D.V. Le, S. Yoon, "Predicting Human Location Using Correlated Movements", Electronics, vol. 8, 2019.


D.-S. Vu, T.-N. Dao, S. Yoon, "DDS: A Delay-Constrained Duty-Cycle Scheduling Algorithm in Wireless Sensor Networks", Electronics, vol. 7, 2018.


T.-N. Dao, S. Yoon, "A node deployment algorithm for maximizing network lifetime in delay-constrained duty-cycled wireless sensor networks", International Journal of Distributed Sensor Networks, vol. 14, 2018.


C. Nguyen, S. Yoon, and Y. Kim, "Discovering social community structures based on human mobility traces", Mobile Information Systems, vol. 2017, 2017.


A. Darbandi, S. Yoon, and M. K. Kim, "Schedule construction under precedence constraints in flexray in-vehicle networks", International Journal of Automotive Technology, vol. 18, no. 4, pp. 671-683, Aug 2017.


R. Dasgupta and S. Yoon, "Energy-efficient deadline-aware data-gathering scheme using multiple mobile data collectors", Sensors, vol. 17, no. 12, p. 742, Apr 2017.


D. V. Le, H. Oh, and S. Yoon, "A prediction-based approach to moving-phenomenon monitoring using mobile sensor nodes", IEICE Transactions on Communications, vol. E99.B, no. 8, pp. 1754-1762, 2016.


D. Le, H. Oh, S. Yoon, "Environment Learning-Based Coverage Maximization With Connectivity Constraints in Mobile Sensor Networks," IEEE Sensors, vol. 16, no. 10, pp. 3958-3971, 2016.


T.-N. Dao, S. Yoon, J. Kim, "A Deadline-Aware Scheduling and Forwarding Scheme in Wireless Sensor Networks," Sensors, vol. 16, no. 1, 2016.


S. Yoon , "Energy Minimization by Optimally Relocating Mobile Relays in Multi-hop Wireless Ad hoc Networks ," Applied Mathematics & Information Sciences, vol. 9, no.6,pp. 1-5, 2015 .


S. Kim, S. Kwon, S. Yoon , "Concatenated codes using Reed-Muller codes and bit-extension codes for a wiretap channel ," Communications,IET, vol. 9, no.12,pp. 1437-1441, 2015 .


T.-T. Nguyen, S. Yoon, "ARS: An Adaptive Retransmission Scheme for Contention-Based MAC Protocols in Underwater Acoustic Sensor Networks ," International Journal of Distributed Sensor Networks, vol. 2015,ID 826263, 2015.


D. Le, H. Oh, S. Yoon, "VirFID: A Virtual Force (VF)-based Interest-Driven moving phenomenon monitoring scheme using multiple mobile sensor nodes ," Ad Hoc Networks,vol. 27,pp. 112-132, 2015.


A. Firoz, S. Yoon, H. Oh, "Bullet-Proof Verification (BPV) Method to Detect Black Hole Attack in Mobile Ad Hoc Networks," IEICE TRANS. COMMUN., vol. E98(B), no.3, 2015 .


T.-T. Nguyen, D.Le, S. Yoon, "Maximization of the Supportable Number of Sensors in QoS-Aware Cluster-Based Underwater Acoustic Sensor Networks," Sensors, vol. 14 ,no.3, 2014.


D. Le, H. Oh, S. Yoon, "HiCoDG: A Hierarchical Data-Gathering Scheme Using Cooperative Multiple Mobile Elements," Sensors, vol. 14 ,no.12, 2014.


D. Le, H. Oh, S. Yoon, "RoCoMAR: Robots Controllable Mobility Aided Routing and Relay Architecture for Mobile Sensor Networks," Sensors, vol. 13, no. 7, 2013 .


J. Zhao, C. Qiao, R. Sudhaakar, S. Yoon, "Improve Efficiency and Reliability in Single-Hop WSNs with Transmit-Only Nodes," IEEE Transactions on Parallel and Distributed Systems, vol. 24, no. 3, pp. 520-534, 2013.


S. Yoon, A. Azad, H. Oh, S. Kim, "AURP: An AUV-aided Underwater Routing Protocol for Underwater Acoustic Sensor Networks," Sensors, vol. 12, no. 2, pp. 1827-1845, 2012.


S. Yoon, O. Soysal, M. Demirbas, and C. Qiao, "Coordinated Locomotion and Monitoring using Autonomous Mobile Sensor Nodes," IEEE Transactions on Parallel and Distributed Systems, vol. 22, no. 10, pp. 1742-1755, 2011.


S. Yoon, C. Qiao, "Cooperative Search and Survey using Autonomous Underwater Vehicles (AUVs)," IEEE Transactions on Parallel and Distributed Systems, vol. 22, no. 3, pp. 364-379, 2011.


A. Firoz, S. Yoon, H. Oh, "Bullet-Proof Verification (BPV) Method to Detect Black Hole Attack in Mobile Ad Hoc Networks," Lecture Notes in Computer Science, vol 6905/2011, pp. 435-449, 2011.


S. Yoon, D. Ha, H. Ngo, C. Qiao, "MoPADS: A Mobility Profile Aided File Downloading Service in Vehicular Networks," IEEE Transactions on Vehicular Technology, vol. 58, no. 9, pp. 5235 5246, 2009.


R. Sudhaakar, S. Yoon, J. Zhao, and C. Qiao, "A novel QoS-aware MAC Scheme Using Optimal Retransmission for Wireless Networks," IEEE Transactions on Wireless Communications, vol. 8, no. 5, pp. 2230-2235, 2009.

International Conferences & Workshop Paper

D.V.A. Duong and S. Yoon, "A Social Relationship-aware Mobility Model", in Proceedings of IEEE 4th World Forum on Internet of Things, February 2018, Singapore, Singapore.


T. N. Dao and S. Yoon, "An encounter-based social link prediction method using bluetooth traces," in 2017 International Conference on Information and Communication Technology Convergence (ICTC), Oct 2017, Jeju, Korea.


T. N. Dao and S. Yoon, "A Node Distribution Scheme for Maximizing Network Lifetime in Wireless Sensor Networks", 12th International Forum on Strategic Technology (IFOST), May 2017, Ulsan, Korea.


C. Nguyen and S. Yoon, "Revealing the social group structure using human encounter traces", 12th International Forum on Strategic Technology (IFOST), May 2017, Ulsan, Korea.


T. N. Dao and S. Yoon, "A sub-interval-based scheduling algorithm in duty-cycled wireless sensor networks," in 2016 Eighth International Conference on Ubiquitous and Future Networks (ICUFN), July 2016, Vienna, Austria.


D. V. Le, H. Oh, and S. Yoon, "A mobility prediction (mp)-based phenomenon monitoring in an unbounded area," in 2015 21st Asia-Pacific Conference on Communications (APCC), Oct 2015, Kyoto, Japan.


D. Le, H. Oh, S. Yoon, "A novel hierarchical cooperative data gathering architecture using multiple mobile elements ", in Proceedings of Sixth International Conf on Ubiquitous and Future Networks (ICUFN), July 2014, Shanghai, China.


D. Le, H. Oh, S. Yoon, "A Controllable Mobility (CM)-aided Routing protocol using Mobility Prediction in MANETs", in Proceedings of International Conference on ICT Convergence (ICTC), October 2013, Jeju, Korea.


D. Le, H. Oh, S. Yoon, "Reinforcing wireless links using controllable mobility of robotic relays", in Proceedings of 18th Asia-Pacific Conference on Communications (APCC), October 2012, Jeju, Korea.


J. Zhao, C. Qiao, S. Yoon, R. Sudhaakar, "Enabling Multi-Hop Communications Through Cross-Layer Design for Hybrid WSNs with Transmit-only Nodes", in Proceedings of the IEEE Globecom, December 2011, Houston, USA


A. Firoz, S. Yoon, H. Oh, "Bullet-Proof Verification (BPV) Method to Detect Black Hole Attack in Mobile Ad Hoc Networks," in Proceedings of the 8th International Conference on Ubiquitous Intelligence and Computing, September 2011, Calgary, Canada


J. Zhao , R. Sudhaakar, S. Yoon, C. Qiao, "Constrained Scheduling in Hybrid Wireless Sensor Networks with Transmit-only Nodes," in Proceedings of the IEEE International Conference on Communications (ICC), May 2010, Cape Town, South Africa


R. Sudhaakar, C. Qiao, S. Yoon, J. Zhao, "A MAC Protocol For Real-Time Sensing Applications Using Asymmetric Transceivers," in Proceedings of the 6th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, October 2009, P.R.C


S. Yoon, O. Soysal, M. Demirbas, and C. Qiao, "Coordinated Locomotion of Mobile Sensor Networks," in Proceedings of the Fifth Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks (IEEE SECON 2008), June 2008, San Francisco.


S. Yoon and C. Qiao, "A New Search Algorithm using Autonomous and Cooperative Multiple Sensor Nodes," in Proceedings of the 26th IEEE Conference on Computer Communications (IEEE INFOCOM), May 6-12, 2007, Anchorage, USA.


J. Ghosh, H. Q. Ngo, S. Yoon, and C. Qiao, "On a Routing Problem within Probabilistic Graph," in Proceedings of the 26th IEEE Conference on Computer Communications (IEEE INFOCOM), May 6-12, 2007, Anchorage, USA.


S. Yoon, C. Qiao, R. Sudhaakar, J. Li, and T. Talty , "QoMoR: A QoS-aware MAC protocol using Optimal Retransmission for Intra-Vehicular Wireless Sensor Networks," in Proceedings of the Mobile Networks for Vehicular Environments (MOVE, IEEE Infocom Workshop), May 11, 2007, USA.


S. Yoon, H. Q. Ngo, and C. Qiao, "On Shooting a Moving Vehicle with Data Flows," in Proceedings of the Mobile Networks for Vehicular Environments (MOVE, IEEE Infocom Workshop), May 11, 2007, USA.


S. Yoon, C. Qiao, "A Novel Approach to Reconnaissance using Cooperative Mobile Sensor Nodes," in Proceedings of IEEE Military Communication (IEEE MILCOM), October,2006, Washington, DC.