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20232025
most citedWireless Environment Information Sensing, Feature, Semantic, and Knowledge: Four Steps Towards 6G AI-Enabled Air Interface

2 citations · 4 across the 3 of their papers we have counts for

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6 papers · 1 filter

eess.SP2025

Semantic-driven Wireless Environment Knowledge Representation for Efficiency-Accuracy Balanced Beam Prediction in Vehicular Networks

Jialin Wang, Jianhua Zhang, Yu Li +2

The rapid evolution of the internet of vehicles demands ultra-reliable low-latency communication in high-mobility environments, where conventional beam prediction methods suffer fr…

eess.SP2024

ChannelGPT: A Large Model to Generate Digital Twin Channel for 6G Environment Intelligence

Li Yu, Lianzheng Shi, Jianhua Zhang +4

6G is envisaged to provide multimodal sensing, pervasive intelligence, global coverage, global coverage, etc., which poses extreme intricacy and new challenges to the network desig…

eess.SP20242 cited

Wireless Environment Information Sensing, Feature, Semantic, and Knowledge: Four Steps Towards 6G AI-Enabled Air Interface

Jianhua Zhang, Yichen Cai, Li Yu +6

The air interface technology plays a crucial role in optimizing the communication quality for users. To address the challenges brought by the radio channel variations to air interf…

eess.SP2024

Electromagnetic Wave Property Inspired Radio Environment Knowledge Construction and AI-based Verification for 6G Digital Twin Channel

Jialin Wang, Jianhua Zhang, Yutong Sun +3

As the underlying foundation of a digital twin network (DTN), a digital twin channel (DTC) can accurately depict the process of radio propagation in the air interface to support th…

eess.SP2024

Digital Twin Channel for 6G: Concepts, Architectures and Potential Applications

Heng Wang, Jianhua Zhang, Gaofeng Nie +5

Digital twin channel (DTC) is the real-time mapping of a wireless channel from the physical world to the digital world, which is expected to provide significant performance enhance…

eess.SP2023

Towards 6G Digital Twin Channel Using Radio Environment Knowledge Pool

Jialin Wang, Jianhua Zhang, Yuxiang Zhang +6

The digital twin channel (DTC) is crucial for 6G wireless autonomous networks as it replicates the wireless channel fading states in 6G air interface transmissions. It is well know…