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)
360
The method uses a double Cartesian coordinate
system where the horizontal axis represents both the
X coordinate of position and VX coordinate of speed
and the vertical axis represents both the Y coordinate
of position and VY coordinate of speed. The relation
between the position and speed coordinates is as
follows:
τ,*
y
x
Vy
=
(2)
where τ is a fixed time value, for example 12
minutes.
The Collision Threat Area for a single target ship
is defined as an area in the abovementioned system
of coordinates that fulfils the following conditions:
− placing the tip of the own speed vector V within
this area would result in violating the safe
distance D
S
between the own ship and the target,
− placing the tip of the own speed vector V outside
this area would result in keeping the safe distance
D
S
between the own ship and the target.
− The Collision Threat Area for a group of target
ships is defined as a superposition of the
Collision Threat Areas obtained for each of the
targets separately.
The formula for the two straight lines determining
the boundaries of the CTPA for a given single target
is as follows:
τ
11
bxay
−=
(3)
where the coefficients are given by the formulas:
,
,
22
222
2
22
222
1
Sr
SrrSrr
Sr
SrrSrr
Dx
DyxDyx
a
Dx
DyxDyx
a
−
−+−
=
−
−++
=
(4)
,
,
22
11
tytx
tytx
VVab
VVab
−=
−=
(5)
where:
x
r
, y
r
– coordinates of the relative position of the
target ship,
V
tx
, V
ty
– coordinates of the true speed of the
target ship.
In practice CTPA is only this part of the
determined area, where the condition TCPA > 0
holds, since only future collision threats are of
interest. Also, in case of a multiple target encounter,
the manoeuvres for which the safe distance D
S
would be violated after a time longer than the critical
time (DCPA<D
S
, TCPA > T
S
) may be allowed, if
there is no possibility of avoiding all targets with just
one manoeuvre. This means that the tip of the own
speed vector may be conditionally placed within this
part of the CTPA, for which TCPA > T
S
.
When applied to the graphical display, the CTPA
method enables the operator to choose manually a
safe own speed vector in a very easy way – it is
enough to choose a point outside the CTPA and read
its speed coordinates. The method is summarized by
Figure 1.
Fig. 1. The Collision Threat Parameters Areas method
3 FUZZY COLLISION THREAT PARAMETERS
AREA
In this section a visualization tool that has been
designed by the author – Fuzzy Collision Threat
Parameters Area (FCTPA) is presented. It is based
on the same concept of the forbidden area in the
double Cartesian coordinate system, but instead of
determining the area analytically for a fixed DS
value, it is determined numerically for a given ship
domain. It works as follows. For every combination
of the own course and speed the resulting fmin value
is computed. The algorithms used to compute the
fmin value for given courses, positions and speeds of
the own ship and target ships have been presented in
detail in (Szlapczynski 2006). Depending on the
obtained value, a point in the double Cartesian
coordinate system representing a particular
combination of the own speed and course is assigned
a colour in the following way:
− for f
min
< 0.5 (critical domain violation): black,