DocumentCode
3173705
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
fYear
2007
fDate
9-13 July 2007
Firstpage
3112
Lastpage
3117
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;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference, 2007. ACC '07
Conference_Location
New York, NY
ISSN
0743-1619
Print_ISBN
1-4244-0988-8
Electronic_ISBN
0743-1619
Type
conf
DOI
10.1109/ACC.2007.4282982
Filename
4282982
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