NDLI: - 1-an Adaptive Travel Time Prediction Model Based on Pattern Matching

Please wait, while we are loading the content...

- 1-an Adaptive Travel Time Prediction Model Based on Pattern Matching

Content Provider	Semantic Scholar
Author	Bajwa, Shamas Ul Islam
Copyright Year	2004
Abstract	This paper presents a travel time prediction technique based on pattern matching. The traffic patterns similar to the current traffic are searched among the historical patterns and closest matched patterns are used to extrapolate the present traffic condition. The model has a number of parameters such as size of traffic pattern, search window, weights and number of selected closest matched patterns. Adaptive parameters are used, which change with the change in traffic conditions. A genetic algorithm is developed to optimize the parameters of model. The resulting model is tested with an expressway detector dataset and is found to perform well. INTRODUCTION This paper presents a travel time prediction model based on pattern matching technique. Travel time information is provided to the users of transport system to help them make better decisions regarding use of transport system, which not only help the users but also results in efficient utilization of transport network. The travel time information can be provided to the users as on-trip information through Variable Message Signs (VMS) or on-board car navigation systems providing real time information such as VICS, which helps the users to make better route choice. It can also be provided as pre-trip information, through web-based trip organizers or telephonic advisories, which helps in making better mode choice and
File Format	PDF HTM / HTML
Alternate Webpage(s)	http://www.plan.civil.tohoku.ac.jp/kuwahara/publications/2004-017.pdf
Language	English
Access Restriction	Open
Content Type	Text
Resource Type	Article

Central Library (ISO-9001:2015 Certified)
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal, India | PIN - 721302

See location in the Map
03222 282435
Mail: support@ndl.gov.in

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in