Title :
A novel approach to automate surrounding ships in a virtual maritime environment
Author :
Gunathilake, W.D.N.Y. ; Kodikara, N.D. ; Keppitiyagama, C.I. ; Sandaruwan, K.D.
Author_Institution :
Sch. of Comput., Univ. of Colombo, Colombo, Sri Lanka
Abstract :
Full mission marine training scenarios are essential in training marine trainees with ship handling simulators. In a good training simulation not only the static environment but also the dynamic surrounding ships plays a major role in terms of behaviour realism. The surrounding ships also need to navigate according to COLREG (Convention on International Regulation for Preventing Collisions at Sea) navigational rules. This research presents a novel approach to automate the surrounding vessels in a marine simulation environment with a central controller to control the behaviours of each surrounding vessel in the marine environment. The controller uses positioning data of real ships which are derived from a set of historical Automatic Identification System (AIS) data and map the positioning data with the surrounding ships in virtual environment to obtain the navigation. An Ant Colony Optimization (ACO) algorithm is used to avoid the collisions by generating a new path when both trainee´s ship and surrounding ships are in the vicinity of each other. The collision handling mechanism uses COLREG rules. The ACO algorithm generates successful collision avoided paths in all head-on, crossing and over-taking encountering situations. The number of turning points is used to measure the smoothness of the path and number of obstacles in the environment and number of nodes in the graph affects the smoothness of the path. With these results it is revealed that AIS data can be used as an assistant to automate surrounding vessels in a virtual maritime environment together with a proper collision avoidance mechanism.
Keywords :
ant colony optimisation; collision avoidance; marine navigation; ships; virtual reality; ACO algorithm; Automatic Identification System; COLREG navigational rules; Convention on International Regulation for Preventing Collisions at Sea; ant colony optimization; central controller; collision avoidance; collision handling mechanism; crossing situations; head-on situations; historical AIS data; marine simulation environment; over-taking encountering situations; surrounding ships automation; surrounding vessels; virtual maritime environment; Radio frequency; AIS; Ant Colony Optimization (ACO); autonomous navigation; collision avoidance; ship handling simulators; surrounding ships; target ships;
Conference_Titel :
Advances in ICT for Emerging Regions (ICTer), 2014 International Conference on
Print_ISBN :
978-1-4799-7731-4
DOI :
10.1109/ICTER.2014.7083883