dc.contributor.author |
Kumarasinghe, S |
|
dc.contributor.author |
Adikari, S |
|
dc.date.accessioned |
2014-01-16T14:23:33Z |
|
dc.date.available |
2014-01-16T14:23:33Z |
|
dc.date.issued |
2014-01-16 |
|
dc.identifier.uri |
http://dl.lib.mrt.ac.lk/handle/123/9788 |
|
dc.description.abstract |
Fast and reliable transportation systems demonstrate
the wealth of a country. Aim of this project is to develop an
integrated system which is capable of addressing both identify
patterns of traffic to estimate the travel time for specific route
and real-rime update of current incidents on the route.
Estimate the travel time for specific destination, identify the
shortest time consuming path among optional paths and
provide the real time update for route incidents are the main
objectives of this automated system. The solution is to develop
an automated taxi dispatching system without using operators
to communicate with passengers and also providing the travel
time to user destination. Travel time prediction with high
accuracy is the major task of this system. So the key role of this
approach is the predicted speed value of the identified route.
This report illustrates the importance of having clear details of
longitude, latitude data and other traffic related data for
accurate decision making of taxi dispatching. In this prediction
process mainly used artificial neural networks to train the
database. Pattern recognition leads to identify patterns of
traffic related data. This paper presents a novel approach
which builds a travel time prediction model based on a
historical traffic data and other speed varying factors.
Evaluation results shown that the acceptable accuracy of travel
speed prediction and how to affect speed varying factors to the
error values. This concept will be fruitful for many taxi
dispatching systems and fleet management as well as traffic
related travel time prediction systems. |
en_US |
dc.language.iso |
en |
en_US |
dc.title |
Automated taxi dispatching system with accurate travel time prediction |
en_US |
dc.type |
Conference-Extended-Abstract |
en_US |
dc.identifier.year |
2012 |
en_US |
dc.identifier.conference |
ITRU Research Symposium - 2012 |
en_US |
dc.identifier.pgnos |
49-56 |
en_US |
dc.identifier.proceeding |
Exploring IT Solutions for National Development |
en_US |
dc.identifier.email |
sandani.ish@gmail.com |
en_US |
dc.identifier.email |
sadikari@uom.lk |
en_US |