Spatiotemporal Traffic Prediction using Semantic Traffic Analytics and Reasoning(STAR) With Big Data Environment
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2016, Vol 4, Issue 2
Abstract
In Urban Mobility Report, delays due to heavy traffic costing Americans $78 billion in the form of 4.2 billion lost hours and 2.9 billion gallons of wasted fuel. In addition, 2/3 of traffic delays are caused not by recurring congestion but by point-based spontaneous congestion due to traffic incidences. STAR-CITY, which integrates (human and machine-based) sensor data using variety of formats, velocities and volumes, has been designed to provide insight on historical and real-time traffic conditions, all supporting efficient urban planning. The real-time traffic situation to the most effective predictor constructed using historical data, thereby self-adapting to the dynamically changing traffic situations. Also includes in proposed with the distributed scenarios with the global traffic prediction.
Authors and Affiliations
L. Pravin Kumar, Ramesh Krishnan
Keywords
Related Articles
- EP ID EP21622
- DOI -
- Views 252
- Downloads 5
Enhancement the Strength of Conventional Concrete by using Fly Ash and Synthetic Fiber
In this thesis the study on the enhancement the strength of conventional concrete by using fly ash and synthetic fiber and the results of an experimental study for enhancing compressive strength, split tensile strength...
Design and Parametric Analysis of Multiband Directional Antenna for Wireless Applications
This paper presents an aperture coupled multiband microstrip antenna for various wireless applications. The antenna consists of microstrip fed slot with a complimentary stub on a single dielectric medium. A reflecting g...
Memory Design Using Logical Gates
This research is about designing memory using logical gates. A memory unit is a collection of storage cells together with associated circuits needed to transform information in and out of the device. Memory cells which...
Performance Prediction of a Gas Turbine Operating on Air Using 3D CFD
In this paper the work is to demonstrate the performance of single stage gas turbine which is able to operate with hot air as a working fluid at specific boundary conditions. These boundary conditions were chosen to be...
Anaerobic digestion of Municipal Solid biodegradable wastes for methane production:A Review
The untreated and undisposed municipal solid waste generated through different sources is a major concern of the world now-a-days. There are millions of tonnes of municipal solid waste produced every year and the amount...