no code implementations • 14 Apr 2024 • Yidan Wu, Jianan Zhang, Li Jin
Learning-based approaches are increasingly popular for traffic control problems.
no code implementations • 8 Feb 2024 • Jianan Zhang, Rujing Xiong, Junshuo Liu, Tiebin Mi, Robert Caiming Qiu
Reconfigurable Intelligent Surfaces (RISs) exhibit promising enhancements in coverage and data rates for wireless communication systems, particularly in the context of 5G and beyond.
no code implementations • 10 Jan 2024 • Junshuo Liu, Yunlong Huang, Jianan Zhang, Rujing Xiong, Robert Caiming Qiu
Device-free human activity recognition plays a pivotal role in wireless sensing.
no code implementations • 14 Dec 2023 • Shun Liu, Jianan Zhang, Ruocheng Song, Teik Toe Teoh
To address this issue, we propose ADA-YOLO, a light-weight yet effective method for medical object detection that integrates attention-based mechanisms with the YOLOv8 architecture.
no code implementations • 3 Oct 2023 • Jianan Zhang, Hongyi Duan
This study presents a groundbreaking model for forecasting long-term financial time series, termed the Enhanced LFTSformer.
no code implementations • 3 Oct 2023 • Qingyang Li, Yuchen Li, Hongyi Duan, JiaLiang Kang, Jianan Zhang, Xueqian Gan, Ruotong Xu
In this paper, the limitations of YOLOv5s model on small target detection task are deeply studied and improved.
no code implementations • 3 Oct 2023 • Hongyi Duan, Qingyang Li, Yuchen Li, Jianan Zhang, Yuming Xie
As global attention on renewable and clean energy grows, the research and implementation of microgrids become paramount.
no code implementations • 25 Jun 2023 • Xiang Cheng, Haotian Zhang, Jianan Zhang, Shijian Gao, Sijiang Li, Ziwei Huang, Lu Bai, Zonghui Yang, Xinhu Zheng, Liuqing Yang
Currently, some research efforts have been devoted to exploring multi-modal sensing-communication integration but still lack a comprehensive review.
no code implementations • 25 Jun 2023 • Xiang Cheng, Ziwei Huang, Lu Bai, Haotian Zhang, Mingran Sun, Boxun Liu, Sijiang Li, Jianan Zhang, Minson Lee
A comprehensive dataset is a prerequisite for 6G integrated sensing-communication research.
no code implementations • 27 Apr 2023 • Rujing Xiong, Jianan Zhang, Fuhai Wang, Zhengyu Wang, Xiang Ren, Junshuo Liu, Jialong Lu, Kai Wan, Tiebin Mi, Robert Caiming Qiu
The prototype undergoes rigorous empirical evaluation, encompassing multi-hop RIS signal amplification, image reconstruction, and real-world indoor signal coverage experiments.
no code implementations • 6 Mar 2023 • Rujing Xiong, Jianan Zhang, Xuehui Dong, Zhengyu Wang, Junshuo Liu, Wei Yang, Tiebin Mi, Wenbo Huang, Robert Caiming Qiu
The performance of multiple reconfigurable intelligent surfaces (RISs) receives limited attention in previous studies.
1 code implementation • 8 Aug 2022 • Tiebin Mi, Jianan Zhang, Rujing Xiong, Zhengyu Wang, Robert Caiming Qiu
The proposed models are employed to identify the advantages and limitations of three typical configurations.
no code implementations • 4 Jun 2018 • Hyang-Won Lee, Jianan Zhang, Eytan Modiano
Identifying the location of a disturbance and its magnitude is an important component for stable operation of power systems.