Search Results for author: Kakan Dey

Found 3 papers, 0 papers with code

Theoretical Development and Numerical Validation of an Asymmetric Linear Bilateral Control Model- Case Study for an Automated Truck Platoon

no code implementations29 Dec 2021 M Sabbir Salek, Mashrur Chowdhury, Mizanur Rahman, Kakan Dey, Md Rafiul Islam

The novelty of the asymmetric LBCM is that using this model all the follower vehicles in a platoon can adjust their acceleration and deceleration to closely follow a constant desired time gap to improve platoon operational efficiency while maintaining local and string stability.

Development and Evaluation of Recurrent Neural Network based Models for Hourly Traffic Volume and AADT Prediction

no code implementations15 Aug 2018 MD Zadid Khan, Sakib Mahmud Khan, Mashrur Chowdhury, Kakan Dey

The analysis indicates that the LSTM model performs better than simple RNN and GRU models, and imputation performs better than masking to predict future traffic volume.

Imputation Time Series +1

Development of Statewide AADT Estimation Model from Short-Term Counts: A Comparative Study for South Carolina

no code implementations30 Nov 2017 Sakib Mahmud Khan, Sababa Islam, MD Zadid Khan, Kakan Dey, Mashrur Chowdhury, Nathan Huynh

SVR models are validated for each roadway functional class using the 2016 ATR data and selected short-term count data collected by the South Carolina Department of Transportation (SCDOT).

regression

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