no code implementations • 14 Apr 2024 • Bai Yan, Qi Zhao, Jin Zhang, J. Andrew Zhang
This paper tackles the deployment challenges of Simultaneous Transmitting and Reflecting Reconfigurable Intelligent Surface (STAR-RIS) in communication systems.
no code implementations • 7 Sep 2023 • Zhuoyuan Ma, Qi Zhao, Bai Yan, Jin Zhang
The paper constructs a STAR-RIS assisted multi-user multiple-input single-output (MU-MISO) mobile wireless network and jointly optimizes the dynamic deployment strategy of STAR-RIS and the hybrid beamforming strategy to maximize the long-term total communication rate of users.
1 code implementation • 12 Mar 2023 • Qi Zhao, Bai Yan, Taiwei Hu, Xianglong Chen, Qiqi Duan, Jian Yang, Yuhui Shi
In response, this paper proposes AutoOptLib, the first platform for accessible automated design of metaheuristic optimizers.
no code implementations • 12 Mar 2023 • Qi Zhao, Qiqi Duan, Bai Yan, Shi Cheng, Yuhui Shi
Metaheuristics have gained great success in academia and practice because their search logic can be applied to any problem with available solution representation, solution quality evaluation, and certain notions of locality.
1 code implementation • 3 Apr 2022 • Qi Zhao, Bai Yan, Xianglong Chen, Taiwei Hu, Shi Cheng, Yuhui Shi
However, the specific algorithm prototype and linear algorithm representation in the current automated design pipeline restrict the design within a fixed algorithm structure, which hinders discovering novelties and diversity across the metaheuristic family.
no code implementations • 19 Sep 2021 • Bai Yan, Qi Zhao, Jin Zhang, J. Andrew Zhang, Xin Yao
To investigate the number and distribution of local optima, we conduct a fitness landscape analysis on the sum rate maximization problems.
no code implementations • 14 Jun 2021 • Bai Yan, Qi Zhao, Jin Zhang, J. Andrew Zhang, Xin Yao
To overcome the above shortcomings of relaxation, we propose a novel idea of simultaneously estimating the frequencies and model order by means of the atomic $l_0$ norm.
no code implementations • 14 Jun 2021 • Bai Yan, Qi Zhao, Jin Zhang, J. Andrew Zhang, Xin Yao
We formulate a multiobjective off-grid DOA estimation model to realize this idea, by which the source number can be automatically identified together with DOA estimation.
no code implementations • 14 Jun 2021 • Qi Zhao, Bai Yan, Yuhui Shi
In many clustering scenes, data samples' attribute values change over time.