Fig. 1
From: Multi-scale Wavelet-Mamba framework for spatiotemporal traffic forecasting

WMF-Traffic framework architecture with four interconnected components: Multi-scale Wavelet Decomposition (MWD), Wavelet Traffic Convolution (WTC), Traffic-aware Mamba (T-Mamba), and Fourier Pattern Adjustment (FPA) for comprehensive traffic data analysis and prediction.