Scene Structure Based Neural Radio-Frequency Radiance Fields for Channel Knowledge Map Construction

Kaicheng Liu; Wenjun Jiang; Xiaojun Yuan

doi:10.1109/lwc.2025.3615621

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Scene Structure Based Neural Radio-Frequency Radiance Fields for Channel Knowledge Map Construction

Kaicheng Liu Wenjun Jiang Xiaojun Yuan

Year: 2025 Journal: IEEE Wireless Communications Letters Vol: 15 Pages: 171-175 Publisher: Institute of Electrical and Electronics Engineers

DOI: 10.1109/lwc.2025.3615621

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Keywords:

Radiance Channel (broadcasting) Artificial neural network Field (mathematics) Knowledge-based systems Pattern recognition (psychology) Pixel

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Geochemistry and Geologic Mapping

Physical Sciences → Computer Science → Artificial Intelligence

Geological Modeling and Analysis

Physical Sciences → Earth and Planetary Sciences → Geochemistry and Petrology

Electrical and Electromagnetic Research

Physical Sciences → Physics and Astronomy → Atomic and Molecular Physics, and Optics

Scene Structure Based Neural Radio-Frequency Radiance Fields for Channel Knowledge Map Construction

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