Queuing
Theory
Queuing theory provides the design engineer with a traffic flow model
that can be used in the design of signalized intersections. Consider
a simple situation in which traffic is arriving at an intersection
approach in a uniform manner, with equal and constant headways between
each vehicle. This constant flow rate is shown in the figure
below.
 Figure 1: Constant Arrival Flow
During the red interval for the approach, vehicles cannot depart from
the intersection and consequently, a queue of vehicles is
formed. When the signal changes to green, the vehicles depart at the
saturation flow rate until the standing queue is cleared. Once the
queue is cleared, the departure flow rate is equal to the arrival flow
rate. Figure 2 illustrates this behavior..
 Figure 2: Departure Flow or Service Flow versus Time
The combined effect of the arrival and departure flow rates is
illustrated by graphing queue length versus time. During the red
interval, the line of vehicles waiting at the intersection begins to
increase. The queue reaches its maximum length at the end of the red
interval. When the signal changes to green, the queue begins to clear
as vehicles depart from the intersection at the saturation flow rate. See
the figure below.
 Figure 3: Queue Length versus Time
There is another graph that allows us to glean even more information
from our model. Imagine a plot where the x-axis is time and the
y-axis contains the vehicle numbers according to the order of their
arrival. Vehicle one would be the first vehicle to arrive during the
red interval and would be the lowest vehicle on the y-axis. If you
were to plot the arrival and departure (service) times for each vehicle,
you would get a triangle as shown in figure 4 below.
 Figure 4: Vehicles versus Time
While this graph may not seem informative at first, a second look
reveals its insights. For a given time, the difference between the
arrival pattern and the service pattern is the queue length. For a
given vehicle, the difference between the service pattern and the arrival
pattern is the vehicle delay. In addition, the area of the triangle is
equivalent to the total delay for all of the vehicles. See figure 5
below.
 Figure 5: Graph Properties
As you would expect, the first vehicle to be stopped by the red signal
experiences the most delay. In addition, the queue is longest just
before the green interval begins. Queuing theory provides a
foundation for the optimization of signal timing.
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