Fuzzy-Neural Network Traffic Prediction Framework with Wavelet Decomposition
Heng Lin Xiao, Hongyu Sun, Bin Ran, Young-Tae Oh · Transportation Research Record Journal of the Transportation Research Board · 2003
The framework of a traffic prediction model that could eliminate noise caused by random travel conditions is investigated. This model also can quantitatively calculate the influence of special factors. The framework combined several artificial intelligence technologies, such as wavelet transform, neural network, and fuzzy logic. The wavelet denoising method is emphasized and analyzed.