M.Eng. Sifat Rezwan

PhD Researcher

Sifat Rezwan received his B.Sc. degree in Electrical and Electronic Engineering from North South University, Bangladesh, back 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.

Contact

Office: I/50, “Barkhausenbau (BAR)“, Georg-Schumann-Str. 11, 01187 Dresden, Germany.
Email: sifat.rezwan@tu-dresden.de

Research activities

  • Post-Shannon communication methods
  • Resource optimization for 5G and 6G networks
  • In-network computing
  • Artificial intelligence in wireless networks

He is currently working with Post-Shannon communication to increase the network capacity with functional compression and in-network computing.

Publications

14 entries « 1 of 2 »

2022

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.

Links | BibTeX

2021

Rezwan, Sifat; Choi, Wooyeol

Priority-Based Joint Resource Allocation With Deep Q-Learning for Heterogeneous NOMA Systems Journal Article

In: IEEE Access, vol. 9, pp. 41468-41481, 2021.

Links | BibTeX

Rezwan, Sifat; Choi, Wooyeol

A survey on applications of reinforcement learning in flying ad-hoc networks Journal Article

In: Electronics, vol. 10, no. 4, pp. 449, 2021.

BibTeX

2020

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.

BibTeX

Rezwan, Sifat; Choi, Wooyeol

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.

BibTeX

Rezwan, Sifat; Shin, Seokjoo; Choi, Wooyeol

A Study on Implementation Methods of Reinforcement Learning in NOMA Systems Inproceedings

In: 한국통신학회 학술대회논문집, pp. 189–190, 2020.

BibTeX

2019

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.

BibTeX

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.

BibTeX

Rahman, Md Mizanur; Hossain, Shafayet; Rezwan, Sifat

Dispatched power and unbalanced operation of a three-phase NPC based double-stage grid connected PV system Inproceedings

In: 2019 4th International Conference on Electrical Information and Communication Technology (EICT), pp. 1–6, IEEE 2019.

BibTeX

2018

Rezwan, Sifat; Ahmed, Wasit; Mahia, Mahrin Alam; Islam, Mohammad Rezaul

IoT based smart inventory management system for kitchen using weight sensors, LDR, LED, Arduino Mega and NodeMCU (ESP8266) Wi-Fi module with website and app Inproceedings

In: 2018 Fourth International Conference on Advances in Computing, Communication & Automation (ICACCA), pp. 1–6, IEEE 2018.

BibTeX

14 entries « 1 of 2 »