Title :
Effects of Short-Term Memory of Drivers on Stability Interpretations of Traffic Flow Dynamics
Author :
Sipahi, Rifat ; Niculescu, Silviu-Iulian ; Atay, Fatihcan M.
Author_Institution :
Northeastern Univ., Boston
Abstract :
Stability analysis of traffic flow from the perspective of human-in-the-loop dynamics forms the main motivation of this paper, in which we pursue the natural necessity of considering memory capabilities of the human drivers. In particular, the paper is concerned with the effects of control decisions based on short-term memory, which can be represented by some distribution functions. Such a model assumes that control decisions of human drivers are based on the stimuli they continuously receive from a set of continuous points distributed over the history. With memory effects, the main objective is to understand, over a fundamental car-following traffic model, the stability features of the flow and is to introduce some physical insight from the arising analysis. Especially, scenarios in which how stability is affected by the number of vehicles are practically of interest.
Keywords :
road traffic; stability; traffic control; car-following traffic model; control decisions; human driver short-term memory; human-in-the-loop dynamics; microscopic traffic flow dynamics stability; Cities and towns; Delay effects; Distribution functions; History; Humans; Mathematical model; Stability analysis; Traffic control; Vehicle dynamics; Vehicles; distributed delay; short-term memory; stability; traffic dynamics;
Conference_Titel :
American Control Conference, 2007. ACC '07
Conference_Location :
New York, NY
Print_ISBN :
1-4244-0988-8
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2007.4282982