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20242026
most citedVision Aided Channel Prediction for Vehicular Communications: A Case Study of Received Power Prediction Using RGB Images

7 citations · 20 across the 11 of their papers we have counts for

collaborators

11 papers

cs.CV2026

Environment-Aware Channel Prediction for Vehicular Communications: A Multimodal Visual Feature Fusion Framework

Xuejian Zhang, Ruisi He, Minseok Kim +3

The deep integration of communication with intelligence and sensing, as a defining vision of 6G, renders environment-aware channel prediction a key enabling technology. As a repres…

cs.IT2026

A Multi-Modal Channel Sounding System for Environment-Aware Channel Measurements in 6G Dynamic Scenarios

Xuejian Zhang, Ruisi He, Mi Yang +2

The deep integration of communication and sensing is widely recognized as a core 6G vision, underscoring the importance of comprehensive environment awareness. Accurate channel mod…

eess.SP2025

Channel Semantic Characterization for Integrated Sensing and Communication Scenarios: From Measurements to Modeling

Zhengyu Zhang, Ruisi He, Bo Ai +4

With the advancement of sixth-generation (6G) wireless communication systems, integrated sensing and communication (ISAC) is crucial for perceiving and interacting with the environ…

cs.IT20257 cited

Measurement-Based Non-Stationary Markov Tapped Delay Line Channel Model for 5G-Railways

Xuejian Zhang, Ruisi He, Mi Yang +7

5G for Railways (5G-R) is globally recognized as a promising next-generation railway communication system designed to meet increasing demands. Channel modeling serves as foundation…

cs.IT20253 cited

Vision-Aided Channel Prediction Based on Image Segmentation at Street Intersection Scenarios

Xuejian Zhang, Ruisi He, Mi Yang +4

Intelligent vehicular communication with vehicle road collaboration capability is a key technology enabled by 6G, and the integration of various visual sensors on vehicles and infr…

cs.CV20257 cited

Vision Aided Channel Prediction for Vehicular Communications: A Case Study of Received Power Prediction Using RGB Images

Xuejian Zhang, Ruisi He, Mi Yang +3

The communication scenarios and channel characteristics of 6G will be more complex and difficult to characterize. Conventional methods for channel prediction face challenges in ach…