Communications Materials

Download flyer

Presentations

Presentation on the PriMO-5G projection given at the 6G Wireless Summit – 24-26 March 2019, Levi – Lapland – Finland

PriMO-5G project presentation at 6G Wireless Summit, 24-26 March 2019, Levi, Finland

PriMO-5G presentation at the 12th Europe-Korea Conference on Science and technology (EKC), will be held in Vienna, Austria from 15 - 19 July 2019.

PriMO-5G presentation at the 2019 IEEE 2nd 5G World Forum (5GWF’19) in Dresden, Germany, 30 September to 2nd October 2019.

Scientific Publications

Journals and Magazine Articles

  1. C. Zhu, G. Pastor, Y. Xiao and A. Ylä-jääski, "Vehicular Fog Computing for Video Crowdsourcing: Applications, Feasibility, and Challenges," in: IEEE Communications Magazine, vol. 56, no. 10, pp. 58-63, OCTOBER 2018. doi: 10.1109/MCOM.2018.1800116
  2. H. Hellaoui, O. Bekkouche, M. Bagaa and T. Taleb. “Aerial Control System for Spectrum Efficiency in UAV-to-Cellular Communications”. In: IEEE Communications Magazine 56.10 (Oct. 2018), pp. 108–113. issn: 0163-6804. doi: 10.1109/MCOM.2018.1800078.
  3. S. Kim et al. “Sense-and-Predict: Harnessing Spatial Interference Correlation for Cognitive Radio Networks”. In: IEEE Transactions on Wireless Communications 18.5 (May 2019), pp. 2777–2793. issn: 1536-1276. doi:10.1109/TWC.2019.2908168.
  4. E. Y. Menta et al. “On the Performance of AoA–Based Localization in 5G Ultra–Dense Networks”. In: IEEE Access 7 (2019), pp. 33870–33880. issn: 2169-3536. doi: 10.1109/ACCESS.2019.2903633.
  5. M. Shin, J. Kim, and M. Levorato. “Auction-Based Charging Scheduling With Deep Learning Framework for Multi-Drone Networks”. In: IEEE Transactions on Vehicular Technology 68.5 (May 2019), pp. 4235–4248. issn: 0018-9545. doi: 10.1109/TVT.2019.2903144.
  6. C. Zhu et al. “Folo: Latency and Quality Optimized Task Allocation in Vehicular Fog Computing”. In: IEEE Internet of Things Journal, vol. 6, no. 3, pp. 4150-4161, June 2019, doi: 10.1109/JIOT.2018.2875520.
  7. J. Song and W. Choi. "Mobility-Aware Content Placement for Device-to-Device Caching Systems". In: IEEE Transactions on Wireless Communications 18.7 (July 2019), pp. 3658{3668. issn: 1536-1276. doi: 10.1109/TWC.2019.2916781.
  8. N. H. Motlagh, M. Bagaa and T. Taleb, "Energy and Delay Aware Task Assignment Mechanism for UAV-Based IoT Platform," in IEEE Internet of Things Journal, vol. 6, no. 4, pp. 6523-6536, Aug. 2019. doi: 10.1109/JIOT.2019.2907873.
  9. M. Maiouak and T. Taleb, "Dynamic Maps for Automated Driving and UAV Geofencing," in IEEE Wireless Communications, vol. 26, no. 4, pp. 54-59, August 2019. doi: 10.1109/MWC.2019.1800544
  10. C. Zhu, Y. Chiang, A. Mehrabi, Y. Xiao, A. Ylä-Jääski and Y. Ji, "Chameleon: Latency and Resolution Aware Task Offloading for Visual-Based Assisted Driving," in: IEEE Transactions on Vehicular Technology, vol. 68, no. 9, pp. 9038-9048, Sept. 2019. doi: 10.1109/TVT.2019.2924911
  11. T. Xie et al. “On the Power Leakage Problem in Millimeter-Wave massive MIMO with Lens Antenna Arrays”. In: IEEE Transactions on Signal Processing, vol. 67, no. 18, pp. 4730-4744, 15 Sept.15, 2019, doi: 10.1109/TSP.2019.2926019.
  12. M. Choi, D. Yoon, and J. Kim. "Blind Signal Classi fication for Non-Orthogonal Multiple Access in Vehicular Networks". In: IEEE Transactions on Vehicular Technology, vol. 68, no. 10, pp. 9722-9734, Oct. 2019, doi: 10.1109/TVT.2019.2932407.
  13. J. Choi et al. "Random Access with Opportunity Detection in Wireless Networks". In: IEEE Wireless Communications Letters, vol. 8, no. 5, pp. 1440-1443, Oct. 2019, doi: 10.1109/LWC.2019.2921367
  14. M. Choi, A. No and M. Ji and J. Kim. "Markov Decision Policies for Dynamic Video Delivery in Wireless Caching Networks". In: IEEE Trans. Wireless Communications 18 (12): 5705-5718 (2019).
  15. H. Kim, J. Park, M. Bennis, S. Kim and M. Debbah, "Mean-Field Game Theoretic Edge Caching in Ultra-Dense Networks," In: IEEE Transactions on Vehicular Technology, vol. 69, no. 1, pp. 935-947, Jan 2020, issn: 1939-9359, doi: 10.1109/TVT.2019.2953132
  16. N. Malm, K. Ruttik and O. Tirkkonen, " Latency-Aware Power Management in Software-Defined Radios," in Journal of Electrical and Computer Engineering, vol. 2020, 19 p., Feb. 2020. doi.org/10.1155/2020/1854826
  17. H. Han, N. Kim, and H. Park, "Design of QAM-FBMC Waveforms Considering MMSE Receiver". In: IEEE Communications Letters, vol. 24, no. 1, pp. 131-135, Jan. 2020, doi: 10.1109/LCOMM.2019.2952375.
  18. H. Kim, J. Park, M. Bennis, and S.-L. Kim, "Blockchained on-device federated learning," In: IEEE Communications Letters, vol. 24, no. 6, pp. 1279 - 1283, June 2020, issn: 1558-2558, doi: 10.1109/LCOMM.2019.2921755
  19. S. Park, Y. Kang, J. Park, and J. Kim, "Self-Controllable Super-Resolution Deep Learning Framework for Surveillance Drones in Security Applications," EAI Endorsed Transactions on Security and Safety, 7(23):e5, June 2020.
  20. S. Oh, J. Park, E. Jeong, H. Kim, M. Bennis and S.-L. Kim, "Mix2FLD: Downlink Federated Learning after uplink federated distillation with Two-Way Mixup", In: IEEE Communications Letters, vol. 24, no. 10, pp. 2211-2215, Oct 2020, issn: 1558-2558, doi: 10.1109/LCOMM.2020.3003693
  21. H. Han, G. Kwon, and H. Park, "MMSE-Interference Canceling Receiver for QAM-FBMC Systems," In: IEEE Communications Letters, vol. 24, no. 11, pp. 2589-2593, Nov. 2020, doi: 10.1109/LCOMM.2020.3007895.
  22. S. Park, H. Jang, O. Simeone, and J. Kang, "Learning to Demodulate From Few Pilots via Offline and Online Meta-Learning," In: IEEE Transactions on Signal Processing, vol. 69, pp. 226-239, Jan. 2021, doi: 10.1109/TSP.2020.3043879.
  23. W. -H. Lee, J. -H. Lee and K. W. Sung, "Geometric Sequence Decomposition With k-Simplexes Transform," in IEEE Transactions on Communications, vol. 69, no. 1, pp. 94-107, Jan. 2021, doi: 10.1109/TCOMM.2020.3028876.
  24. M. Choi, A.F. Molisch, D.-J. Han, D. Kim, J. Kim, and J. Moon, "Probabilistic Caching and Dynamic Delivery Policies for Categorized Contents and Consecutive User Demands," in IEEE Transactions on Wireless Communications, vol. 20, no. 4, pp. 2685-2699, April 2021, doi: 10.1109/TWC.2020.3044076.
  25. J. Park et al., "Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications," in Proceedings of the IEEE, vol. 109, no. 5, pp. 796-819, May 2021, doi: 10.1109/JPROC.2021.3055679.
  26. J. Yi, S. Kim, J. Kim, and S. Choi, "Supremo: Cloud-Assisted Low-Latency Super-Resolution in Mobile Devices," in IEEE Transactions on Mobile Computing, doi: 10.1109/TMC.2020.3025300.
  27. S. Park, W. -Y. Shin, M. Choi and J. Kim, "Joint Mobile Charging and Coverage-Time Extension for Unmanned Aerial Vehicles," in IEEE Access, vol. 9, pp. 94053-94063, 2021, doi: 10.1109/ACCESS.2021.3093431.
  28. W.-H. Lee, M. Ozger, U. Challita and K. W. Sung, "Noise Learning Based Denoising Autoencoder," Accepted (June 2021) to appear IEEE Communications Letters.

Conference Papers

  1. B. Jin, J. Woo, and Y. Yi. “On the Asymptotic Content Routing Stretch in Network of Caches: Impact of Popularity Learning”. In: International Conference on Network Games, Control, and Optimization (NETGCOOP 2018). Ed. by J. Walrand et al. New York, Nov. 2018, pp. 145–163.
  2. D. Kwon and J. Kim, "Optimal Trajectory Learning for UAV-BS Video Provisioning System: A Deep Reinforcement Learning Approach," in Proceedings of the IEEE International Conference on Information Networking (ICOIN), Kuala Lumpur, Malaysia, January 2019.
  3. M. U. Sheikh, K. Ruttik, and Riku Jäntti. “Analysis of Indoor Solutions for Provision of Indoor Coverage at 3.5 GHz and 28 GHz for 5G System”. 26th IEEE International Conference in Telecommunications (ICT’19). Hanoi, Apr. 2019. (Second Best Paper Award)
  4. M. U. Sheikh, K. Ruttik, and Riku Jäntti. “Performance Analysis of Vertical and Higher Order Sectorization in Urban Environment at 28 GHz”. 26th IEEE International Conference in Telecommunications (ICT’19). Hanoi, Apr. 2019.
  5. M. U. Sheikh, K. Ruttik, and Riku Jäntti. “Performance Evaluation of Switched Beam Antenna with Different Configurations at 28 GHz”. IEEE Wireless Communications and Networking Conference (WCNC) 2019. Marrakech, Apr. 2019.
  6. H. Hellaoui, A. Chelli, M. Bagaa and T. Taleb, “Towards Efficient Control of Mobile Network-Enabled UAVs,” IEEE Wireless Communications and Networking Conference (WCNC) 2019. Marrakech, Apr. 2019.
  7. O. Bekkouche, T. Taleb, M. Bagaa and K. Samdanis, “Edge Cloud Resource-aware Flight Planning for Unmanned Aerial Vehicles,” IEEE Wireless Communications and Networking Conference (WCNC) 2019. Marrakech, Apr. 2019.
  8. H. Cha and S. Kim. “A Reinforcement Learning Approach to Dynamic Spectrum Access in Internet-of-Things Networks”. 2019 IEEE International Conference on Communications (ICC 2019). May 2019, pp. 1–6. doi:10.1109/ICC.2019.8762091.
  9. M. Choi et al. “Probabilistic Caching Policy for Categorized Contents and Consecutive User Demands”. In: 2019 IEEE International Conference on Communications (ICC 2019). May 2019, pp. 1–6. doi:10.1109/ICC.2019.8761047.
  10. D. Kim et al. “Learning to Schedule Communication in Multi-agent Reinforcement Learning”. Seventh International Conference on Learning Representations (ICLR 2019). New Orleans, May 2019.
  11. M. Shin and J. Kim. “Randomized Adversarial Imitation Learning for Autonomous Driving”. In: 2019 International Joint Conference on Artificial Intelligence (IJCAI). Macao, May 2019.
  12. K. Son et al. “QTRAN: Learning to Factorize with Transformation for Cooperative Multi-Agent Reinforcement Learning”. 36th International Conference on Machine Learning (ICML 2019). Long Beach, Jun. 2019.
  13. D. Kwon, S. Park, and J. Kim, "Poster: Multi-Agent Deep Reinforcement Learning for Connected Vehicles," in Proceedings of the ACM International Conference on Mobile Systems, Applications, and Services (MobiSys) (Extended Abstract), Seoul, Korea, June 2019.
  14. M. Noreikis, Y. Xiao, and Y. Jiang. “Edge capacity planning for real time compute-intensive applications”. IEEE International Conference on Fog Computing (ICFC 2019). Prague, Jun. 2019.
  15. J. Costa-Requena and A. Mohammedadem. "5G Network Slicing based on SDN and Machine Learning". 2019 European Conference on Networks and Communications (EuCNC). Valencia, June 2019.
  16. Y. Hong, Y. Kyung, and S.-L. Kim. "Multi-Robot Cooperative Patrolling Algorithm with Sharing Multiple Cycles," 2019 European Conference on Networks and Communications (EuCNC), Valencia, Spain, June 2019.
  17. J. Jeon, J. Kim, K. Kim, J. Kim, A. Mohaisen, and J.-K. Kim, "Privacy-Preserving Deep Learning Computation for Geo-Distributed Medical Big-Data Platforms," in Proceedings of the IEEE/IFIP International Conference on Dependable Systems and Networks (DSN) (Fast Abstract), Portland, Oregon, USA, June 2019.
  18. J. Kim and J. Kim, "Demo: Light-Weight Programming Language for Blockchain," in Proceedings of the ACM International Conference on Mobile Systems, Applications, and Services (MobiSys) (Extended Abstract), Seoul, Korea, June 2019.
  19. M. Shin and J. Kim, "Adversarial Imitation Learning via Random Search," in Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN), Budapest, Hungary, July 2019.
  20. D. Kim, J. Kim, J. Kwon, and T.-H. Kim, "Depth-Controllable Very Deep Super-Resolution Network," in Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN), Budapest, Hungary, July 2019.
  21. S. Park, J. Kim, D. Kwon, M. Shin, and J. Kim, "Joint Offloading and Streaming in Mobile Edges: A Deep Reinforcement Learning Approach," in Proceedings of the IEEE Asia Pacific Wireless Communications Symposium (APWCS), Singapore, August 2019.
  22. M. U. Sheikh, K. Ruttik, and Riku Jäntti. “DAS and UDN Solutions for Indoor Coverage at Millimeter Wave (mmWave) Frequencies”. in proceedings of IEEE 90th Vehicular Technology Conference (VTC’ Fall 2019). Honolulu, Sept. 2019.
  23. M. U. Sheikh, F. Ghavami, K. Ruttik, and Riku Jäntti. “Drone Detection and Classification Using Cellular Network: A Machine Learning Approach”. in Proceedings of IEEE 90th Vehicular Technology Conference (VTC’ Fall 2019). Honolulu, Sept. 2019.
  24. K. W. Sung et al. “PriMO-5G: making firefighting smarter with immersive videos through 5G”. in Proceedings of 2019 IEEE 2nd 5G World Forum (5GWF). Dresden, Sept. 2019.
  25. O. Bekkouche, T. Taleb, M. Bagaa and K. Samdanis, "Edge Cloud Resource-aware Flight Planning for Unmanned Aerial Vehicles," 2019 IEEE Wireless Communications and Networking Conference (WCNC), Marrakesh, Morocco, 2019, pp. 1-7.
  26. 9. H. Hellaoui, A. Chelli, M. Bagaa, T. Taleb and M. Pätzold, "Towards Efficient Control of Mobile Network-Enabled UAVs," 2019 IEEE Wireless Communications and Networking Conference (WCNC), Marrakesh, Morocco, 2019, pp. 1-6.
  27. M. U. Sheikh, K. Ruttik and R. Jäntti, "Performance Evaluation of Switched Beam Antenna with Different Configurations at 28 GHz," 2019 IEEE Wireless Communications and Networking Conference (WCNC), Marrakesh, Morocco, 2019, pp. 1-5.
  28. M. U. Sheikh et al. "Usability Bene fits and Challenges in mmWave V2V Communications: A Case Study". in Proceedings of IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMOB). Barcelona, Oct. 2019.
  29. D. Kwon and J. Kim. “Multi-Agent Deep Reinforcement Learning for Cooperative Connected Vehicles”. in Proceedings of 2019 IEEE Global Communications Conference (GLOBECOM 2019). Hawaii, Dec. 2019.
  30. Sheikh, M. U., Asghar, M. Z., and Jantti, R., “Dual Connectivity in Non-Stand Alone Deployment mode of 5G in Manhattan Environment”, in IEEE International Conference on Electronics, Information, and Communication (ICEIC’20). (Bronze Best Paper Award)
  31. M. Choi, A.F. Molisch, D.-J. Han, J. Kim, and J. Moon, "Cache Allocations for Consecutive Requests of Categorized Contents: Service Provider's Perspective," in Proceedings of IEEE Wireless Communications and Networking Conference (WCNC), Seoul, Korea, April 2020
  32. F. Ghavimi, R. Jäntti, "Energy-Efficient UAV Communications with Interference Management: Deep Learning Framework", in Proceedings of IEEE Wireless Communications and Networking Conference (WCNC), Seoul, Korea, April 2020.
  33. Seo, S. Kim, S. -L. Kim, "A Public Safety Framework for Immersive Aerial Monitoring through 5G Commercial Network,"IEEE Wireless Communications and Networking Conference Workshop (WCNCW), Seoul, Korea, April 2020.
  34. A. Azari, F. Ghavimi, M. Ozger, R. Jäntti, and C. Cavdar, "Machine Learning assisted Handover and Resource Management for Cellular Connected Drones", in Proceedings of IEEE Vehicular Technology Conference (VTC), Antwerp, Belgium, May 2020.
  35. M. Choi, A. F. Molisch, and J. Kim, "User Scheduling and Power Allocation for Content Delivery in Caching Helper Networks," in Proceedings of IEEE International Conference on Communications (ICC), Dublin, Ireland, June 2020.
  36. S. Kim, H. Cha, S. Kim and C. Chae, "Demo: A Reinforcement Learning-Based Flexible Duplex Systems for B5G with Sub-6 GHz," 2020 IEEE Wireless Communications and Networking Conference Workshops (WCNCW), Seoul, Korea (South), 2020, pp. 1-2.
  37. S. Park, D. Jun, B. Kim, D. K. Kim and C. Chae, "Demo: mmWave Lens MIMO," 2020 IEEE Wireless Communications and Networking Conference Workshops (WCNCW), Seoul, Korea (South), 2020, pp. 1-2, doi: 10.1109/WCNCW48565.2020.9124832.
  38. T. H. Jung, H. Yoo, Y. Jin, C. E. Rhee and C. Chae, "Demo: Wireless VR/Haptic Open Platform for Multimodal Teleoperation," 2020 IEEE Wireless Communications and Networking Conference Workshops (WCNCW), Seoul, Korea (South), 2020, pp. 1-2.
  39. P Susarla, Y Deng, G Destino, J Saloranta, T Mahmoodi, M Juntti, O Sílven, "Learning-Based Trajectory Optimization for 5G mmWave Uplink UAVs", IEEE ICC Workshops, June 2020.
  40. S. Seo, S. Kim, S. Kook, S.-H. Baek, and S.-L. Kim, "Constructing 3-dimensional 5G coverage map for real-time aerial missions," in Proceedings of ACM MobiCom 2020, London, UK, September 2020.
  41. Sheikh, M. U., Riaz, M., Jameel, F., Sharma, N., Sharma, V., Alazab, M., and Jantti, R., “Quality-Aware Trajectory Planning of Cellular Connected UAVs” in 2nd Workshop on Drone Assisted Wireless Communications for 5G and Beyond co-located with ACM 26th Annual International Conference on Mobile Computing and Networking, London, 21-25 September. 2020.
  42. Kim, G. Kwon, and H. Park, "Q-Learning-Based Low Complexity Beam Tracking for mmWave Beamforming System," in Proceedings of IEEE International Conference on Information and Communication Technology Convergence (ICTC), Jeju, Korea, October 2020.
  43. M. Choi and J. Kim, "Video Placements and Dynamic Streaming Services in Wireless Caching Networks," in Proceedings of the IEEE International Conference on ICT Convergence (ICTC), Jeju, Korea, October 2020.
  44. S. Park, J. Park, D. Mohaisen, and J. Kim, "Reinforced Edge Selection using Deep Learning for Robust Surveillance in Unmanned Aerial Vehicles," in Proceedings of the IEEE International Conference on ICT Convergence (ICTC), Jeju, Korea, October 2020
  45. Sheikh, M. U., Ruttik, K., Saba, N., Mutafungwa, E., Jantti, R., and Hämäläinen, J., “Analysis of Drone Propagation with Ray Tracing from sub-6 GHz Upto Terahertz Frequencies in a Real World Urban Environment” in Proc. IEEE International Conference on Information Networking (ICOIN’21), Jeju Island, Korea, 13-16 January 2021.
  46. A. Gaber, A. Nahler, W. Nitzold, and M. Anderseck "USRP-based mmWave Prototyping Architecture with Real-Time RF Control", IMS 2021, Atlanta, GA, 7-10 June 2021.
  47. W. J. Yun, B. Lim, S. Jung, Y.-C. Ko (Korea Univ), J. Park, J. Kim and M. Bennis, "Attention-based Reinforcement Learning for Real-Time UAV Semantic Communication" IEEE International Symposium on Wireless Communication Systems (ISWCS) 2021, 6-9 September 2021.

Other Publications

  1. Ghizlane Mountaser, Toktam Mahmoodi, "Flexible Function Split Over Ethernet Enabling RAN Slicing" chapter in "Radio Access Network Slicing and Virtualization for 5G Vertical Industries", Wiley, November 2020.