no code implementations • 8 Nov 2018 • Mizanur Rahman, Mashrur Chowdhury, Jerome McClendon
This estimated traffic flow parameters from low penetration of connected vehicles become noisy compared to 100 percent penetration of CVs, and such noise reduces the real time prediction accuracy of a machine learning model, such as the accuracy of long short term memory (LSTM) model in terms of predicting traffic flow parameters.