AoI-aware Adaptive Learning Empowered Resource Allocation for Multispectral Corona Detection

Multispectral detection is an effective method for corona detection by combining visible light and ultraviolet images. The detection process requires ensuring the timeliness of image data, measured by age of information (AoI). However, the traditional resource allocation method is hard to provide long-term AoI guarantee. Therefore, we proposed a joint optimization algorithm based on AoI-aware adaptive learning to minimize AoI. Simulation results confirm its effectiveness in AoI minimization.