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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Qi-Hui Wu

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Jul 2026

Radio Map Updating from Streaming Spectrum Measurements via Memory-Based Online Gaussian Processes

A memory-based online sparse variational Gaussian process (M-OSVGP) method that efficiently updates radio maps from streaming spectrum measurements and extends M-OSVGP with a grid-assisted online inducing point selection (GOIPS) algorithm that dynamically adapts the number and locations of inducing points based on measurement density and spatial correlation.

Yuanyuan Deng, Bo Zhou, Tianjun Chen et al. · 0 citations

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