PhD Researcher | Google Scholar
Sifat Rezwan received his B.Sc. degree in Electrical and Electronic Engineering from North South University, Bangladesh, in 2018. Then, he obtained his M.Eng. degree in Computer Engineering from Chosun University, South Korea, in 2022. During 2019–2020, he was with Grameenphone Ltd. (Telenor group), where he was involved in transmission network operations and automation and received the top performer award in 2020. He is currently pursuing his Ph.D. at Technische Universität Dresden.
Office: I/40, “Barkhausenbau (BAR)“, Georg-Schumann-Str. 11, 01187 Dresden, Germany. Email: sifat.rezwan@tu-dresden.de
Phone: +49 351 463-43919
He is currently working with Post-Shannon communication to increase the network capacity with functional compression and in-network computing.
Winter 23/24
Winter 22/23
Rezwan, Sifat; Cabrera, Juan A.; Fitzek, Frank H. P.
Balancing Beyond-Shannon: Demonstration of Functional Compression using a Balancing Robot Proceedings Article
In: 2024 IEEE 21st Consumer Communications & Networking Conference (CCNC 2024), pp. 2, Las Vegas, USA, 2024.
BibTeX
@inproceedings{rezwan2023CCNCDemo, title = {Balancing Beyond-Shannon: Demonstration of Functional Compression using a Balancing Robot}, author = {Sifat {Rezwan} and Juan A. {Cabrera} and Frank H. P. {Fitzek}}, year = {2024}, date = {2024-01-06}, urldate = {2024-01-06}, booktitle = {2024 IEEE 21st Consumer Communications \& Networking Conference (CCNC 2024)}, pages = {2}, address = {Las Vegas, USA}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
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Rezwan, Sifat; Chun, Chanjun; Choi, Wooyeol
Federated Deep Reinforcement Learning-Based Multi-UAV Navigation for Heterogeneous NOMA Systems Journal Article
In: IEEE Sensors Journal, pp. 1-1, 2023.
Links | BibTeX
@article{MyMastersThesisP2, title = {Federated Deep Reinforcement Learning-Based Multi-UAV Navigation for Heterogeneous NOMA Systems}, author = {Sifat {Rezwan} and Chanjun {Chun} and Wooyeol {Choi}}, doi = {10.1109/JSEN.2023.3325567}, year = {2023}, date = {2023-10-24}, urldate = {2023-01-01}, journal = {IEEE Sensors Journal}, pages = {1-1}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Rezwan, Sifat; Wu, Huanzhuo; Cabrera, Juan A.; Nguyen, Giang T.; Reisslein, Martin; Fitzek, Frank H. P.
cXR+ Voxel-Based Semantic Compression for Networked Immersion Journal Article
In: IEEE Access, vol. 11, pp. 52763-52777, 2023.
@article{10132454, title = {cXR+ Voxel-Based Semantic Compression for Networked Immersion}, author = {Sifat {Rezwan} and Huanzhuo {Wu} and Juan A. {Cabrera} and Giang T. {Nguyen} and Martin {Reisslein} and Frank H. P. {Fitzek}}, doi = {10.1109/ACCESS.2023.3279503}, year = {2023}, date = {2023-05-24}, urldate = {2023-05-24}, journal = {IEEE Access}, volume = {11}, pages = {52763-52777}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Functional Compression for Networked Applications in Practice Proceedings Article
In: European Wireless (EW), Rome, Italy, 2023.
@inproceedings{rezwan2023fcDemo, title = {Functional Compression for Networked Applications in Practice}, author = {Sifat {Rezwan} and Juan A. {Cabrera} and Frank H. P. {Fitzek}}, year = {2023}, date = {2023-01-01}, urldate = {2023-01-01}, booktitle = {European Wireless (EW)}, address = {Rome, Italy}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Network Functional Compression for Control Applications Proceedings Article
In: International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), Male, Maldives, 2022.
@inproceedings{rezwan2022networkfc, title = {Network Functional Compression for Control Applications}, author = {Sifat {Rezwan} and Juan A. {Cabrera} and Frank H. P. {Fitzek}}, doi = { 10.1109/ICECCME55909.2022.9988100}, year = {2022}, date = {2022-11-16}, urldate = {2022-11-16}, booktitle = {International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME)}, address = {Male, Maldives}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Choi, Wooyeol; Rezwan, Sifat
TRANSMISSION POWER ALLOCATION METHOD BASED ON USER CLUSTERING AND REINFORCEMENT LEARNING Patent
20220159586, 2022.
@patent{patent:20220159586, title = {TRANSMISSION POWER ALLOCATION METHOD BASED ON USER CLUSTERING AND REINFORCEMENT LEARNING}, author = {Wooyeol {Choi} and Sifat {Rezwan}}, url = {https://www.freepatentsonline.com/y2022/0159586.html}, year = {2022}, date = {2022-05-01}, urldate = {2022-05-01}, number = {20220159586}, keywords = {}, pubstate = {published}, tppubtype = {patent} }
Rezwan, Sifat; Choi, Wooyeol
Artificial Intelligence Approaches for UAV Navigation: Recent Advances and Future Challenges Journal Article
In: IEEE Access, vol. 10, pp. 26320-26339, 2022.
@article{9729807, title = {Artificial Intelligence Approaches for UAV Navigation: Recent Advances and Future Challenges}, author = {Sifat {Rezwan} and Wooyeol {Choi}}, doi = {10.1109/ACCESS.2022.3157626}, year = {2022}, date = {2022-01-01}, urldate = {2022-01-01}, journal = {IEEE Access}, volume = {10}, pages = {26320-26339}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Priority-Based Joint Resource Allocation With Deep Q-Learning for Heterogeneous NOMA Systems Journal Article
In: IEEE Access, vol. 9, pp. 41468-41481, 2021.
@article{9374918, title = {Priority-Based Joint Resource Allocation With Deep Q-Learning for Heterogeneous NOMA Systems}, author = {Sifat {Rezwan} and Wooyeol {Choi}}, doi = {10.1109/ACCESS.2021.3065314}, year = {2021}, date = {2021-01-01}, urldate = {2021-01-01}, journal = {IEEE Access}, volume = {9}, pages = {41468-41481}, keywords = {}, pubstate = {published}, tppubtype = {article} }
A survey on applications of reinforcement learning in flying ad-hoc networks Journal Article
In: Electronics, vol. 10, no. 4, pp. 449, 2021.
@article{rezwan2021survey, title = {A survey on applications of reinforcement learning in flying ad-hoc networks}, author = {Sifat {Rezwan} and Wooyeol {Choi}}, year = {2021}, date = {2021-01-01}, urldate = {2021-01-01}, journal = {Electronics}, volume = {10}, number = {4}, pages = {449}, publisher = {Multidisciplinary Digital Publishing Institute}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Rezwan, Sifat; Shin, Seokjoo; Choi, Wooyeol
Efficient user clustering and reinforcement learning based power allocation for NOMA systems Proceedings Article
In: 2020 International Conference on Information and Communication Technology Convergence (ICTC), pp. 143–147, IEEE 2020.
@inproceedings{rezwan2020efficient, title = {Efficient user clustering and reinforcement learning based power allocation for NOMA systems}, author = {Sifat {Rezwan} and Seokjoo {Shin} and Wooyeol {Choi}}, year = {2020}, date = {2020-01-01}, urldate = {2020-01-01}, booktitle = {2020 International Conference on Information and Communication Technology Convergence (ICTC)}, pages = {143--147}, organization = {IEEE}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }