Crowding Effects in Vehicular Traffic

While the impact of crowding on the diffusive transport of molecules within a cell is widely studied in biology, it has thus far been neglected in traffic systems where bulk behavior is the main concern. Here, we study the effects of crowding due to car density and driving fluctuations on the transport of vehicles. Using a microscopic model for traffic, we found that crowding can push car movement from a superballistic down to a subdiffusive state. The transition is also associated with a change in the shape of the probability distribution of positions from a negatively-skewed normal to an exponential distribution. Moreover, crowding broadens the distribution of cars’ trap times and cluster sizes. At steady state, the subdiffusive state persists only when there is a large variability in car speeds. We further relate our work to prior findings from random walk models of transport in cellular systems.

[1]  G. Grimmett,et al.  Probability and random processes , 2002 .

[2]  Michael Schreckenberg,et al.  A cellular automaton model for freeway traffic , 1992 .

[3]  M. Shlesinger,et al.  Scale invariance in anomalous diffusion , 1992 .

[4]  M. Saxton Anomalous diffusion due to obstacles: a Monte Carlo study. , 1994, Biophysical journal.

[5]  Katherine Luby-Phelps,et al.  Role of cytoarchitecture in cytoplasmic transport , 1996 .

[6]  H Schindler,et al.  Single-molecule microscopy on model membranes reveals anomalous diffusion. , 1997, Biophysical journal.

[7]  C M Dobson,et al.  Effects of macromolecular crowding on protein folding and aggregation , 1999, The EMBO journal.

[8]  R. Cherry,et al.  Anomalous diffusion of major histocompatibility complex class I molecules on HeLa cells determined by single particle tracking. , 1999, Biophysical journal.

[9]  J. Klafter,et al.  The random walk's guide to anomalous diffusion: a fractional dynamics approach , 2000 .

[10]  A. Caspi,et al.  Enhanced diffusion in active intracellular transport. , 2000, Physical review letters.

[11]  R. Ellis,et al.  Macromolecular crowding: an important but neglected aspect of the intracellular environment. , 2001, Current opinion in structural biology.

[12]  A Schadschneider,et al.  Optimizing traffic lights in a cellular automaton model for city traffic. , 2001, Physical review. E, Statistical, nonlinear, and soft matter physics.

[13]  D. Helbing Traffic and related self-driven many-particle systems , 2000, cond-mat/0012229.

[14]  A. Caspi,et al.  Diffusion and directed motion in cellular transport. , 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.

[15]  T. Nagatani The physics of traffic jams , 2002 .

[16]  Boris S Kerner,et al.  Microscopic theory of spatial-temporal congested traffic patterns at highway bottlenecks. , 2003, Physical review. E, Statistical, nonlinear, and soft matter physics.

[17]  M. Weiss,et al.  Anomalous subdiffusion is a measure for cytoplasmic crowding in living cells. , 2004, Biophysical journal.

[18]  Michael Schreckenberg,et al.  Mechanical restriction versus human overreaction triggering congested traffic states. , 2004, Physical review letters.

[19]  Carlos Gershenson,et al.  Self-organizing Traffic Lights , 2004, Complex Syst..

[20]  Ali Esmaili,et al.  Probability and Random Processes , 2005, Technometrics.

[21]  Hubert Rehborn,et al.  Microscopic features of moving traffic jams. , 2006, Physical review. E, Statistical, nonlinear, and soft matter physics.

[22]  Katsunori Tanaka,et al.  Fundamental diagram in traffic flow of mixed vehicles on multi-lane highway , 2008 .

[23]  Y. Sugiyama,et al.  Traffic jams without bottlenecks—experimental evidence for the physical mechanism of the formation of a jam , 2008 .

[24]  Huan‐Xiang Zhou,et al.  Macromolecular crowding and confinement: biochemical, biophysical, and potential physiological consequences. , 2008, Annual review of biophysics.

[25]  Jörg Langowski,et al.  Anomalous diffusion in the presence of mobile obstacles , 2009 .

[26]  Fabrizio Granelli,et al.  Intelligent extended floating car data collection , 2009, Expert Syst. Appl..

[27]  L. Gierasch,et al.  Macromolecular crowding remodels the energy landscape of a protein by favoring a more compact unfolded state. , 2010, Journal of the American Chemical Society.

[28]  D. Helbing,et al.  The Walking Behaviour of Pedestrian Social Groups and Its Impact on Crowd Dynamics , 2010, PloS one.

[29]  Hai-Jun Huang,et al.  A CELLULAR AUTOMATA MODEL OF TRAFFIC FLOW WITH CONSIDERATION OF THE INERTIAL DRIVING BEHAVIOR , 2010 .

[30]  May T. Lim,et al.  Modeling U-turn traffic flow , 2010 .

[31]  Shuyan He,et al.  Explaining traffic patterns at on-ramp vicinity by a driver perception model in the framework of three-phase traffic theory , 2010 .