PhD Researcher
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/50, “Barkhausenbau (BAR)“, Georg-Schumann-Str. 11, 01187 Dresden, Germany. Email: sifat.rezwan@tu-dresden.de
Phone: +49 351 463-40857
He is currently working with Post-Shannon communication to increase the network capacity with functional compression and in-network computing.
Choi, Wooyeol; Rezwan, Sifat
TRANSMISSION POWER ALLOCATION METHOD BASED ON USER CLUSTERING AND REINFORCEMENT LEARNING Patent
20220159586, 2022.
Links | BibTeX
@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} }
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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} }
Rezwan, Sifat; Cabrera, Juan A.; Fitzek, Frank H. P.
Network Functional Compression for Control Applications Inproceedings
In: International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), Male, Maldives, 2022, (äccepted for publication").
BibTeX
@inproceedings{rezwan2022networkfc, title = {Network Functional Compression for Control Applications}, author = {Sifat {Rezwan} and Juan A. {Cabrera} and Frank H. P. {Fitzek}}, year = {2022}, date = {2022-01-01}, urldate = {2022-01-01}, booktitle = {International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME)}, address = {Male, Maldives}, note = {\"{a}ccepted for publication"}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
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 Inproceedings
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} }
Q-Learning-based Resource Allocation with Priority-based Clustering for Heterogeneous NOMA Systems Inproceedings
In: The 9th International Conference on Smart Media and Applications, pp. 253–257, 2020.
@inproceedings{rezwan2020q, title = {Q-Learning-based Resource Allocation with Priority-based Clustering for Heterogeneous NOMA Systems}, author = {Sifat {Rezwan} and Wooyeol {Choi}}, year = {2020}, date = {2020-01-01}, urldate = {2020-01-01}, booktitle = {The 9th International Conference on Smart Media and Applications}, pages = {253--257}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
A Study on Implementation Methods of Reinforcement Learning in NOMA Systems Inproceedings
In: 한국통신학회 학술대회논문집, pp. 189–190, 2020.
@inproceedings{rezwan2020study, title = {A Study on Implementation Methods of Reinforcement Learning in NOMA Systems}, author = {Sifat {Rezwan} and Seokjoo {Shin} and Wooyeol {Choi}}, year = {2020}, date = {2020-01-01}, urldate = {2020-01-01}, booktitle = {한국통신학회 학술대회논문집}, journal = {한국통신학회 학술대회논문집}, pages = {189--190}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Rezwan, Sifat; Ishtiak, Taoseef; Rahman, Rummana; Rahman, Hafiz Abdur; Akter, Manjurul; Ratul, Hasibul Alam; Hosain, M Shazzad; Jakariya, M
A minimalist model of IoT based sensor system for sewage treatment plant monitoring Inproceedings
In: 2019 IEEE 10th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON), pp. 0939–0945, IEEE 2019.
@inproceedings{rezwan2019minimalist, title = {A minimalist model of IoT based sensor system for sewage treatment plant monitoring}, author = {Sifat {Rezwan} and Taoseef {Ishtiak} and Rummana {Rahman} and Hafiz Abdur {Rahman} and Manjurul {Akter} and Hasibul Alam {Ratul} and M Shazzad {Hosain} and M {Jakariya}}, year = {2019}, date = {2019-01-01}, urldate = {2019-01-01}, booktitle = {2019 IEEE 10th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)}, pages = {0939--0945}, organization = {IEEE}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Rahman, Md Mizanur; Hossain, Shafayet; Rezwan, Sifat
Seven-Level Cascaded H-Bridge Inverter and Fault-Tolerant Control Strategy Inproceedings
In: 2019 2nd International Conference on Innovation in Engineering and Technology (ICIET), pp. 1–6, IEEE 2019.
@inproceedings{rahman2019seven, title = {Seven-Level Cascaded H-Bridge Inverter and Fault-Tolerant Control Strategy}, author = {Md Mizanur {Rahman} and Shafayet {Hossain} and Sifat {Rezwan}}, year = {2019}, date = {2019-01-01}, urldate = {2019-01-01}, booktitle = {2019 2nd International Conference on Innovation in Engineering and Technology (ICIET)}, pages = {1--6}, organization = {IEEE}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }