GPS-Based Smart System for Enhancing Driving Directions for Finding Fastest Route using Driver’s Intelligence
Journal Title: International Journal of Linguistics and Computational Applications - Year 2015, Vol 2, Issue 1
Abstract
Traveling is a part of every person’s day-today life. With the massive and complicated road network of a modern city or country, finding a good route to travel from one place to another is not a simple task. The knowledge of the actual current state of the road traffic and its short-term and dynamic path evolution for the entire road network is a basic component of ATIS (Advanced Traveler Information Systems) and ATMS Advanced Traffic Management System) applications. In this view the use of real-time Taxi Data (TD), based on traces of GPS positions to gather accurate travel times/speeds in a road network and to improve short-term predictions of travel conditions. GPS-equipped taxis can be regarded as traffic flows on road surfaces, and taxi drivers are usually experienced in finding the fastest (quickest) route to a destination based on their knowledge. We mine smart driving directions from the historical GPS trajectories of a large number of taxis, and provide a user with the practically fastest route to a given destination at a given departure time. In our approach, we propose a time-dependent landmark graph, where a node (landmark) is a road segment frequently traversed by taxis, to model the intelligence of taxi drivers and the properties of dynamic road networks. The essential components that will be discussed are a Web-servicesbased data collection approach then, a Variance-EntropyBased Clustering approach is devised to estimate the distribution of travel time between two landmarks in different time slots. Based on this graph, we design a twostage routing algorithm to compute the practically fastest route. In our existing system static (Dynamic)-path and not update the rout.
Authors and Affiliations
Loganathan R.
Keywords
Related Articles
- EP ID EP642851
- DOI -
- Views 147
- Downloads 0
Detection of Hidden Information With Bit Plane Analysis
Steganalysis is the new research area that is appeared before the late 1990s. It is a technique that is used for detecting the presence of hidden information in some cover media. Normally steganalysis is a challenging ta...
Smart City Street Light System using Internet of Things
Internet of things is a developing technology that makes use of internet to control and monitor electronic, mechanical and other physical devices connected to internet. In today's world, IoT is used in various fields. Gl...
ஈழத்து இனப்பிரச்சினையும் நாடகமும் – தேடலுக்கான தொடக்கம்
ஈழத்து இனப்பிரச்சினையும் நாடகமும் – தேடலுக்கான தொடக்கம்
Diabetic Retinopathy Detection in Fundus Images
Diabetic retinopathy (DR) is one of the serious eye diseases and it originates from diabetes mellitus and is the most common cause of blindness in diabetic patients. Early treatment can prevent patients from being affect...
தமிழ்க் கவிதை மரபும் ஒலிமாற்றங்களும்
தமிழ்க் கவிதை மரபும் ஒலிமாற்றங்களும்