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Vehicular Canal Estimator is a complete simulation and estimation pipeline for urban vehicular wireless channels. It models multipath propagation and Rician fading, and estimates the K-factor using both statistical and neural network approaches. The pipeline includes scenario generation, channel simulation, feature extraction, and estimation