A New Driver Model Based on Driver Response

• Published in: Applied sciences Vol. 12; no. 11; p. 5390
• Main Authors: Ali, Faryal, Khan, Zawar Hussain, Khan, Fayaz Ahmad, Khattak, Khurram Shehzad, Gulliver, Thomas Aaron
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01-06-2022
• Subjects: acceleration exponent; Autonomous vehicles; Driver behavior; driver response; Headways; intelligent driver model; microscopic traffic flow; Physics; Stability; Traffic assignment; Traffic congestion; Traffic control; Traffic flow; Traffic models; Velocity
• ISSN: 2076-3417; 2076-3417
• DOI: 10.3390/app12115390

In this paper, a new microscopic traffic model based on forward and rearward driver response is proposed. Driver response is characterized using the distance and time headways. Existing models such as the Intelligent Driver (ID) model characterize traffic flow based on a constant acceleration exponent. This exponent reflects uniform driver behaviour during different conditions which is unrealistic. Driver response is slow with a large distance headway and quick with a short time headway. Conversely, it is quick with a small distance headway and slow with a long time headway. Thus, a new microscopic traffic model is proposed which incorporates driver response. Results are given that show the proposed model provides better traffic stability than the ID model as this stability is based on traffic physics. Further, for effective utilization of road infrastructure, shorter time and longer distance headways are preferred. The performance of the ID and proposed models was evaluated over an 800 m circular road with a string of 15 vehicles for 120 s. These models are numerically discretized using the Euler scheme. The results obtained show that traffic queue dissemination with the proposed model is more realistic than with the ID model and the changes in density with the proposed model are smaller. This is because traffic dissemination with the proposed model is based on traffic parameters rather than a constant exponent.