Research Topics (Ongoing)
Machine Learning and Quantum Annealing/Laser Chaos for the Next Generation of Wireless Communications, and the applications of AI
Topic 1
Lightweight Decentralized Learning for IoT Systems
Collaborative Research with HaseLab@Tokyo University of Science, Japan.
In this research, we work on lightweight decentralized learning-based autonomous communication parameters adjustment approaches for IoT systems.
References:
[J5] I. Urabe, A. Li*, et al., Sensors, 2023.
[J4] A. Li, et al., arXiv:2208.01824, 2022.
[J3] S. Hasegawa, A. Li*, et al., Applied Sciences, 2022.
[J2] D. Yamamoto, A. Li, et al., IEEE ACCESS, 2022.
[J1] T. Onishi, A. Li, et al., IEICE Commun. Express, 2021.
[C10] M. Fujisawa, A. Li et al., IEICE NOLTA, 2023.
[C9] T. Osada, A. Li, et al., IEEE ICAIIC, 2023.
[C8] I. Urabe, A. Li, et al., JKCCS, 2023.
[C7] A. Li et al., IEICE NOLTA, 2022.
[C6] I. Urabe, A. Li, et al., AICON, 2022.
[C5] A. Li., IEEE VTC Fall, 2022.
[C4] A. Li et al., IEEE DySPAN, 2021.
[C3] R. Kitagawa, A. Li, et al., MITA, 2021.
Topic 4
Applications of AI
① Machine Learning for Bioinformatics
Collaborative Research with BioAI-Lab@Hainan University, Haikou China
Topic 2
Development of Novel Wireless Techniques for IoT Systems
Collaborative Research with HaseLab@Tokyo University of Science, Japan.
In this research, we work on the development of novel wireless techniques such as modulation/coding/multiplexing techniques, etc.
References:
[J1] C. Tanaka, A. Li, et al., IEICE NOLTA, 2021.
[C3] K. Honda, F. Peper, A. Nakamura, A. Li, et al., IEEE ISCIT, 2021.
Topic 5
Implementation of AI Algorithms
Topic 3
Quantum Annealing/Laser Chaos for Ultra-Fast Optimization of Resource Allocation in Wireless Communications
Collaborative Research with HaseLab@Tokyo University of Science, Japan, NTT Basic Research Laboratories, Japan and NaruseLab@The University of Tokyo, Japan
In this research, we work on quantum annealing/laser chaos for ultra-fast optimization of resource allocation in wireless communications (NOMA systems, UAV systems, WLAN systems, RIS, etc.)
References:
Quantum Annealing
[J2] T. Otsuka, A. Li*, et al., IEEE TVT, 2024.
[J1] K. Kurasawa, K. Hashimoto, A. Li, et al., IEEE Wireless Commun. Lett., 2021.
[C6] T. Fujita, A. Li, et al., IEICE NOLTA, 2023.
[C5] T. Otsuka, A. Li, et al., NCSP, 2023.
[C4] T. Otsuka, A. Li, et al., IEICE NOLTA, 2022.
[C3] T. Otsuka, A. Li, et al., MITA, 2022.
[C2] K. Hashimoto, A. Li, et al., MITA, 2021.
[C1] T. Otsuka, A. Li, et al.,IEEE ICAIIC, 2021.
Laser Chaos
[J5] M. Sugiyama, A. Li*, et al., IEEE ACCESS, 2024.
[J4] M. Sugiyama, A. Li*, et al., Electronics, 2022.
[J3] H, Kanemasa, A. Li, et al., IEICE NOLTA, 2022.
[J2] Z. Duan, A. Li, et al., IEICE NOLTA, 2022.
[J1] N. Okada, A. Li, et al., Complexity, 2021.
[C6] M. Sugiyama, A. Li, et al., IEICE NOLTA, 2023.
[C5] M. Sugiyama, A. Li, et al., ICOIN, 2023.
[C4] A. Li et al., IEICE NOLTA, 2022.
[C3] M. Sugiyama, A. Li, et al., IEEE ICAIIC, 2022.
We would like to thank the following institutions for their support.
