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)
171
Figure 30. The comparison of own ship safe trajectories in
good visibility D
s
=1 nm in situation of passing j=47 encoun-
tered ships.
4 CONCLUSION
In order to ensure safe navigation the ships are
obliged to observe legal requirements contained in
the COLREG Rules. However, these Rules refer ex-
clusively to two ships under good visibility condi-
tions, in case of restricted visibility the Rules pro-
vide only recommendations of general nature and
they are unable to consider all necessary conditions
of the real process.
Therefore the real process of the ships passing
exercises occurs under the conditions of indefinite-
ness and conflict accompanied by an imprecise co-
operation among the ships in the light of the legal
regulations.
A necessity to consider simultaneously the strate-
gies of the encountered ships and the dynamic prop-
erties of the ships as control objects is a good reason
for the application of the differential game model -
often called the dynamic game.
The control methods considered in this paper are,
in a certain sense, formal models for the thinking
processes of a navigating officer steering of own
ships. Therefore they may be applied in the con-
struction of both appropriate training simulators at
the maritime training centre and also for various op-
tions of the basic module of the ARPA anti-collision
system.
The application of approximate models of the dy-
namic game to synthesis of optimal control allows
the determination of safe trajectory in situations of
passing a greater number of met objects as sequence
of course and speed manoeuvres.
The algorithms NPG and CPG determine game
and safe trajectory of the ship with relation to of all
objects and permits to take into account the degree
of their cooperation.
The algorithm MG determines game and safe tra-
jectory of the ship with relation to of the object of
most dangerous.
The algorithms DO and KO determine the opti-
mal and safe trajectory of the ship most nearing to
the received trajectory from the training simulator
ARPA.
The developed algorithms takes also into consid-
eration the Rules of the COLREG Rules and the ad-
vance time of the manoeuvre approximating the
ship's dynamic properties and evaluates the final de-
viation of the real trajectory from the reference val-
ue.
These algorithms can be used for computer sup-
porting of navigator safe manoeuvring decision in a
collision situations using information from ARPA
anti-collision radar system.
The sensitivity of the final game payment:
− is least relative to the sampling period of the tra-
jectory and advance time manoeuvre,
− most is relative to changes of the own and met
ships speed and course,
− it grows with the degree of playing character of
the control process and with the quantity of ad-
missible strategies.
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