Current Research Projects
Research Projects Prospective Students
Accurate QoE Models for Emerging Video Applications
Investigate new ways consumers access and interact with video content in modern networks and develop novel QoE prediction frameworks.
- M. N. Sadat, E. Vargas-Alfonso, R. Dai, Z. Huang, Y. Fu and S. Lin, “QoE-VS: A Cross-Layer QoE-Aware Video Streaming Platform Using Software-Defined Radio,” 2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall), Victoria, BC, Canada, 2020, pp. 1-6, doi: 10.1109/VTC2020-Fall49728.2020.9348615.
- M. N. Sadat, E. Vargas-Alfonso, R. Dai, Z. Huang, Y. Fu and S. Lin, “QoE-Driven Cross-Layer Design for Video Communication over Software-Defined Radio,” 2021 IEEE 18th Annual Consumer Communications & Networking Conference (CCNC), Las Vegas, NV, USA, 2021, pp. 1-9, doi: 10.1109/CCNC49032.2021.9369648.
- M. N. Sadat, R. Dai, L. Kong and J. Zhu, “QoE-Aware Multi-Source Video Streaming in Content Centric Networks,” in IEEE Transactions on Multimedia, vol. 22, no. 9, pp. 2321-2330, Sept. 2020, doi: 10.1109/TMM.2019.2957995.
- L. Kong, J. Zhu, R. Dai and M. N. Sadat, “Impact of Distributed Caching on Video Streaming Quality in Information Centric Networks,” 2017 IEEE International Symposium on Multimedia (ISM), Taichung, Taiwan, 2017, pp. 399-402, doi: 10.1109/ISM.2017.80.
Study the challenges and possibilities of automated video analytics in Internet-of-Things (IoT) applications with a view to maximize information dissemination.
- M. N. Sadat, E. Vargas-Alfonso and R. Dai, “Quality-Aware Video Analytics in Edge Computing Environments,” 2022 IEEE 19th Annual Consumer Communications & Networking Conference (CCNC), Las Vegas, NV, USA, 2022, pp. 449-452, doi: 10.1109/CCNC49033.2022.9700719.
Cooperative Perception for Autonomous Vehicles
Design decentralized multi-vehicle cooperative perception models harnessing the power of convolutional neural networks.
- G. G. Md. Nawaz Ali, S. A. Sharief, M. N. Sadat and M. S. Miah, “Performance Analysis of 5G New Radio V2X Communication,” 2023 IEEE Wireless and Microwave Technology Conference (WAMICON), Melbourne, FL, USA, 2023, pp. 1-4, doi: 10.1109/WAMICON57636.2023.10124918.