Virtual Presence in Moving Objects through 5G

Research output

Research output per year 2018 2019 2022

• 17 Conference contribution
• 11 Article

Research output per year

Research output per year

Search results

• 2022

  Data-driven Capacity Planning for Vehicular Fog Computing

  Mao, W., Akgul, Ö., Mehrabidavoodabadi, A., Cho, B., Xiao, Y. & Ylä-Jääski, A., 1 Aug 2022, In: IEEE Internet of Things Journal. 9, 15, p. 13179-13194 16 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Fog Computing 100%
  • Capacity Planning 100%
  • Operational Cost 40%
  • Computing Resource 40%
  • Vehicular Application 40%
  6 Citations (Scopus)

  81 Downloads (Pure)
• 2021

  Analysis of Drone Propagation with Ray Tracing from Sub-6 GHz Upto Terahertz Frequencies in a Real World Urban Environment

  Sheikh, M. U., Ruttik, K., Saba, N., Mutafungwa, E., Jantti, R. & Hamalainen, J., 13 Jan 2021, 35th International Conference on Information Networking, ICOIN 2021. IEEE, p. 169-174 6 p. 9333892. (The International conference on information networking).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

  • User 100%
  • Urban Environment 100%
  • Real World 100%
  • Drone 100%
  • Simulation 50%
  2 Citations (Scopus)

  70 Downloads (Pure)

• FlexSensing: A QoI and Latency Aware Task Allocation Scheme for Vehicle-based Visual Crowdsourcing via Deep Q-Network

  Zhu, C., Chiang, Y-H., Xiao, Y. & Ji, Y., 1 May 2021, In: IEEE Internet of Things Journal. 8, 9, p. 7625-7637 13 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Networks 100%
  • Collected Data 100%
  • Aware Task Allocation 100%
  • Data Collection 57%
  • Contexts 42%
  8 Citations (Scopus)

  198 Downloads (Pure)

• Learning-based decentralized offloading decision making in an adversarial environment

  Cho, B. & Xiao, Y., 1 Nov 2021, In: IEEE Transactions on Vehicular Technology. 70, 11, p. 11308-11323 16 p., 9551805.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Decision-Making 100%
  • Service 100%
  • Algorithms 100%
  • Computing 50%
  • Online Learning 50%
  7 Citations (Scopus)

  110 Downloads (Pure)

• Scheduling Latency of Midhaul-based Commodity Hardware C-RAN

  Malm, N. & Tirkkonen, O., 19 Nov 2021, Proceedings - 2021 IEEE 4th 5G World Forum, 5GWF 2021. IEEE, p. 7-12 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Deadlines 100%
  • Commodity Hardware 100%
  • Spectral Efficiency 66%
  • Testbed 66%
  • Transmission Time 66%
  54 Downloads (Pure)
• 2020

  Dual connectivity in non-stand alone deployment mode of 5G in Manhattan environment

  Sheikh, M. U., Asghar, M-Z. & Jantti, R., Jan 2020, ICEIC 2020 : Proceedings of the 19th International Conference on Electronics, Information and Communications, Barcelona, Spain. IEEE, 4 p. 9051202

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Connectivity 100%
  • Simulation 66%
  • User Throughput 66%
  • Application 33%
  • User 33%
  1 Citation (Scopus)

  112 Downloads (Pure)

• Energy-Efficient UAV Communications with Interference Management: Deep Learning Framework

  Ghavimi, F. & Jantti, R., Apr 2020, 2020 IEEE Wireless Communications and Networking Conference Workshops, WCNCW 2020 - Proceedings. IEEE, 6 p. 9124759

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Communication 100%
  • User 100%
  • Deep Learning 100%
  • Energy Efficient 100%
  • Learning Framework 100%
  3 Citations (Scopus)

  113 Downloads (Pure)

• Latency-Aware Power Management in Software-Defined Radios

  Malm, N., Ruttik, K. & Tirkkonen, O., 1 Jan 2020, In: Journal of Electrical and Computer Engineering. 2020, 19 p., 1854826.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Software Defined Radio 100%
  • Deadlines 100%
  • Cloud Computing 100%
  • Cellular Communication 100%
  • Power Management 100%
  82 Downloads (Pure)

• Machine Learning assisted Handover and Resource Management for Cellular Connected Drones

  Azari, A., Ghavimi, F., Ozger, M., Jäntti, R. & Cavdar, C., May 2020, 2020 IEEE 91st Vehicular Technology Conference, VTC Spring 2020 - Proceedings. IEEE, 9129453. (IEEE Vehicular Technology Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Resources Management 100%
  • Machine Learning 100%
  • Resource Management 100%
  • Drone 100%
  • Machines 100%
  9 Citations (Scopus)

  143 Downloads (Pure)

• Quality-aware trajectory planning of cellular connected UAVs

  Sheikh, M. U., Riaz, M., Jameel, F., Jäntti, R., Sharma, N., Sharma, V. & Alazab, M., 25 Sept 2020, DroneCom 2020 - Proceedings of the 2nd ACM MobiCom Workshop on Drone Assisted Wireless Communications for 5G and Beyond. ACM, p. 79-85 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Unmanned Aerial Vehicle 100%
  • Trajectory Planning 100%
  • Pilotless Aircraft 100%
  • Ratios 40%
  • Simulation 20%
  5 Citations (Scopus)

  88 Downloads (Pure)
• 2019

  Analysis of Indoor Solutions for Provision of Indoor Coverage at 3.5 GHz and 28 GHz for 5G System

  Sheikh, M. U., Ghavimi, F., Ruttik, K. & Jäntti, R., 2019, 2019 26th International Conference on Telecommunications (ICT). IEEE, p. 340-345 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Generation System 100%
  • Coverage 100%
  • Environment 66%
  • Bandwidth 66%
  • System Capacity 66%
  241 Downloads (Pure)

• Chameleon: Latency and Resolution Aware Task Offloading for Visual-Based Assisted Driving

  Zhu, C., Chiang, Y-H., Mehrabi, A., Xiao, Y., Yla-Jaaski, A. & Ji, Y., Sept 2019, In: IEEE Transactions on Vehicular Technology. 68, 9, p. 9038-9048 11 p., 8768075.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Service 100%
  • Markov Decision Process 100%
  • Computational Task 100%
  • Real World 50%
  • Availability 50%
  13 Citations (Scopus)

  184 Downloads (Pure)

• DAS and UDN Solutions for Indoor Coverage at Millimeter Wave (mmWave) Frequencies

  Sheikh, M., Ruttik, K. & Jäntti, R., 2019, IEEE Vehicular Technology Conference - VTC2019-Fall. IEEE, 8891580. (IEEE Vehicular Technology Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Networks 100%
  • Antenna System 100%
  • Simulation 33%
  • Communication 16%
  • Quality of Service 16%
  1 Citation (Scopus)

  106 Downloads (Pure)

• Drone Detection and Classification Using Cellular Network: A Machine Learning Approach

  Sheikh, M., Ghavimi, F., Ruttik, K. & Jäntti, R., 2019, IEEE Vehicular Technology Conference - VTC2019-Fall. IEEE, 8891229. (IEEE Vehicular Technology Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Detection 100%
  • Classification 100%
  • Machine Learning Approach 100%
  • Cellular Network 100%
  • Drone 100%
  7 Citations (Scopus)

  211 Downloads (Pure)

• Dynamic Maps for Automated Driving and UAV Geofencing

  Maiouak, M. & Taleb, T., 1 Aug 2019, In: IEEE WIRELESS COMMUNICATIONS. 26, 4, p. 54-59 6 p., 8809660.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  • Service 100%
  • Intelligent Transportation System 50%
  • Temporal Dynamic 50%
  • Object Detection 50%
  • System Mapping 50%
  25 Citations (Scopus)

• Edge Cloud Resource-aware Flight Planning for Unmanned Aerial Vehicles

  Bekkouche, O., Taleb, T., Bagaa, M. & Samdanis, K., 1 Apr 2019, 2019 IEEE Wireless Communications and Networking Conference, WCNC 2019. IEEE, 8886000. (IEEE Wireless Communications and Networking Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Unmanned Aerial Vehicle 100%
  • Path Planning 40%
  • Multi-Access Edge Computing 40%
  • Cloud Platform 40%
  • Design 20%
  10 Citations (Scopus)

  135 Downloads (Pure)

• Efficient Steering Mechanism for Mobile Network-enabled UAVs

  Hellaoui, H., Chelli, A., Bagaa, M. & Taleb, T., 2019, IEEE Global Communications Conference. IEEE, 9014131. (IEEE Global Communications Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Mobile Network 100%
  • Unmanned Aerial Vehicle 100%
  • Mobile Network Operator 66%
  • Quality-of-Experience 50%
  • Communication 33%
  97 Downloads (Pure)

• Energy and Delay Aware Task Assignment Mechanism for UAV-based IoT Platform

  Motlagh, N. H., Bagaa, M. & Taleb, T., 2019, In: IEEE Internet of Things Journal. 6, 4, p. 6523 - 6536

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Internet of Things 100%
  • Unmanned Aerial Vehicle 100%
  • Energy Consumption 23%
  • Service 15%
  • Application 7%
  92 Citations (Scopus)

  343 Downloads (Pure)

• Folo: Latency and Quality Optimized Task Allocation in Vehicular Fog Computing

  Zhu, C., Tao, J., Pastor Figueroa, G., Xiao, Y., Ji, Y., Zhou, Q., Li, Y. & Ylä-Jääski, A., Jun 2019, In: IEEE Internet of Things Journal. 6, 3, p. 4150 - 4161 12 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Service 100%
  • Fog Computing 100%
  • Simulation 25%
  • Optimization 25%
  • Real World 25%
  610 Downloads (Pure)

• On the Performance of AoA based Localization in 5G Ultra Dense Networks

  Menta, E., Malm, N., Jäntti, R., Ruttik, K., Costa, M. & Leppänen., K., 1 Jan 2019, In: IEEE Access. 7, p. 33870-33880 11 p., 8662565.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Networks 100%
  • Application 100%
  • User 100%
  • Accuracy 100%
  • Antenna Array 100%
  40 Citations (Scopus)

  265 Downloads (Pure)

• Performance Analysis of Vertical and Higher Order Sectorization in Urban Environment at 28 GHz

  Sheikh, M. U., Ruttik, K. & Jäntti, R., 2019, 2019 26th International Conference on Telecommunications (ICT). IEEE, p. 335-339 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Urban Environment 100%
  • Performance Analysis 100%
  • Spectral Efficiency 75%
  • Domains 25%
  • Simulation 25%
  156 Downloads (Pure)

• Performance Evaluation of Switched Beam Antenna with Different Configurations at 28 GHz

  Sheikh, M., Ruttik, K. & Jäntti, R., 2019, IEEE Wireless Communications and Networking Conference (WCNC) 2019. United States: IEEE, 5 p. 8886143. (IEEE Wireless Communications and Networking Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Performance 100%
  • Evaluation 100%
  • Antenna 100%
  • Antennas 100%
  • Performance Evaluation 100%
  110 Downloads (Pure)

• PriMO-5G: Making firefighting smarter with immersive videos through 5G

  Sung, K. W., Sharma, S., Destino, G., Deng, Y., Mahmoodi, T., Ullmann, M., Nahler, A., Kyung, Y., Kim, S., Seo, S., Kim, S. L., Mutafungwa, E., Jantti, R., Choi, M., Jeon, J., Kim, D., Kim, J., Costa-Requena, J. & Nordlow, A., 1 Sept 2019, IEEE 5G World Forum, 5GWF 2019 - Conference Proceedings. United States: IEEE, p. 280-285 6 p. 8911649

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Use Case 100%
  • Drone 100%
  • Communication 50%
  • Service 50%
  • Key Performance Indicator 50%
  346 Downloads (Pure)

• Ready Player One: UAV-Clustering-Based Multi-Task Offloading for Vehicular VR/AR Gaming

  Hu, L., Tian, Y., Yang, J., Taleb, T., Xiang, L. & Hao, Y., 1 May 2019, In: IEEE NETWORK. 33, 3, p. 42-48 7 p., 8726071.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  • Unmanned Aerial Vehicle 100%
  • Application 40%
  • Artificial Intelligence 20%
  • Communication 20%
  • Decision-Making 20%
  64 Citations (Scopus)

• Toward a UTM-based Service Orchestration for UAVs in MEC-NFV Environment

  Bekkouche, O., Bagaa, M. & Taleb, T., 2019, IEEE Global Communications Conference. United States: IEEE, 9014200. (IEEE Global Communications Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Service 100%
  • Network 100%
  • Edge 100%
  • Pilotless Aircraft 100%
  • Traffic Management 100%
  211 Downloads (Pure)

• Towards Efficient Control of Mobile Network-Enabled UAVs

  Hellaoui, H., Chelli, A., Bagaa, M., Taleb, T. & Patzold, M., 1 Apr 2019, 2019 IEEE Wireless Communications and Networking Conference, WCNC 2019. IEEE, 8885665. (IEEE Wireless Communications and Networking Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Mobile Network 100%
  • Control 100%
  • Unmanned Aerial Vehicle 100%
  • Interference 44%
  • Models 11%
  6 Citations (Scopus)

  109 Downloads (Pure)

• Usability Benefits and Challenges in mmWave V2V Communications: A Case Study

  Sheikh, M., Hämäläinen, J., Gonzalez Gonzalez, D., Jäntti, R. & Gonsa, O., 2019, IEEE International Conference on Wireless and Mobile Computing, Networking, and Communications. United States: IEEE, 8923432. (IEEE International Conference on Wireless and Mobile Computing, Networking, and Communications).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Communication 100%
  • Millimeter Wave 100%
  • Investigation 100%
  • Vehicle 100%
  • Case Study 100%
  6 Citations (Scopus)

  142 Downloads (Pure)
• 2018

  Aerial Control System for Spectrum Efficiency in UAV-to-Cellular Communications

  Hellaoui, H., Bekkouche, O., Bagaa, M. & Taleb, T., 1 Oct 2018, In: IEEE Communications Magazine. 56, 10, p. 108-113 6 p., 8493128.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Control 100%
  • Cellular Communication 100%
  • Unmanned Aerial Vehicle 100%
  • Spectrum Efficiency 100%
  • Communication 27%
  55 Citations (Scopus)

  263 Downloads (Pure)