Call for Papers:Vol.11 Issue.5

Submission
Last date		 28-Oct-2025
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-11,Issue-5. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  BUS TRACKING AND WAITING TIME PREDICTION
PaperId: :  1801
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 2 2016
DUI:    16.0415/IJARIIE-1801
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Chanchal Raghunath JagzapSRES COE,Kopargaon
Kanchan Pralhad DeokarSRES COE,Kopargaon
Vijaya Dattatraya Thorat SRES COE,Kopargaon

Abstract

IT Engineering
Bus arrival time prediction, participatory sensing, mobile phones, cellular-based tracking.
The bus arrival time is primary information to most city transport travelers. Excessively long waiting time at bus stops often discourages the travelers and makes them reluctant to take buses. In this paper, we present a bus arrival time prediction system based on bus passengers’ participatory sensing. With commodity mobile phones, the bus passengers’ surrounding environmental context is effectively collected and utilized to estimate the bus traveling routes and predict bus arrival time at various bus stops. The proposed system solely relies on the collaborative effort of the participating users and is independent from the bus operating companies, so it can be easily adopted to support universal bus service systems without requesting support from particular bus operating companies. Instead of referring to GPS-enabled location information, we resort to more generally available and energy efficient sensing resources, including cell tower signals, movement statuses, audio recordings, etc., which bring less burden to the participatory party and encourage their participation. A prototype system with different types of Android-based mobile phones and comprehensively experiment with the some campus shuttle buses as well as public buses. The evaluation results suggest that the proposed system achieves outstanding prediction accuracy compared with those bus operator initiated and GPS supported solutions. We further adopt our system and conduct quick trial experiments with some bus system, which suggests the easy deployment of our system and promising system performance across cities. At the same time, the proposed solution is more generally available and energy friendly.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE Chanchal Raghunath Jagzap, Kanchan Pralhad Deokar, and Vijaya Dattatraya Thorat . "BUS TRACKING AND WAITING TIME PREDICTION" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 2 2016 Page 533-536
MLA Chanchal Raghunath Jagzap, Kanchan Pralhad Deokar, and Vijaya Dattatraya Thorat . "BUS TRACKING AND WAITING TIME PREDICTION." International Journal Of Advance Research And Innovative Ideas In Education 2.2(2016) : 533-536.
APA Chanchal Raghunath Jagzap, Kanchan Pralhad Deokar, & Vijaya Dattatraya Thorat . (2016). BUS TRACKING AND WAITING TIME PREDICTION. International Journal Of Advance Research And Innovative Ideas In Education, 2(2), 533-536.
Chicago Chanchal Raghunath Jagzap, Kanchan Pralhad Deokar, and Vijaya Dattatraya Thorat . "BUS TRACKING AND WAITING TIME PREDICTION." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 2 (2016) : 533-536.
Oxford Chanchal Raghunath Jagzap, Kanchan Pralhad Deokar, and Vijaya Dattatraya Thorat . 'BUS TRACKING AND WAITING TIME PREDICTION', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 2, 2016, p. 533-536. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/BUS_TRACKING_AND_WAITING_TIME_PREDICTION_ijariie1801.pdf (Accessed : 25 October 2025).
Harvard Chanchal Raghunath Jagzap, Kanchan Pralhad Deokar, and Vijaya Dattatraya Thorat . (2016) 'BUS TRACKING AND WAITING TIME PREDICTION', International Journal Of Advance Research And Innovative Ideas In Education, 2(2), pp. 533-536IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/BUS_TRACKING_AND_WAITING_TIME_PREDICTION_ijariie1801.pdf (Accessed : 25 October 2025)
IEEE Chanchal Raghunath Jagzap, Kanchan Pralhad Deokar, and Vijaya Dattatraya Thorat , "BUS TRACKING AND WAITING TIME PREDICTION," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 2, pp. 533-536, Mar-App 2016. [Online]. Available: https://ijariie.com/AdminUploadPdf/BUS_TRACKING_AND_WAITING_TIME_PREDICTION_ijariie1801.pdf [Accessed : 25 October 2025].
Turabian Chanchal Raghunath Jagzap, Kanchan Pralhad Deokar, and Vijaya Dattatraya Thorat . "BUS TRACKING AND WAITING TIME PREDICTION." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 2 (25 October 2025).
Vancouver Chanchal Raghunath Jagzap, Kanchan Pralhad Deokar, and Vijaya Dattatraya Thorat . BUS TRACKING AND WAITING TIME PREDICTION. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : 25 October 2025]; 2(2) : 533-536. Available from: https://ijariie.com/AdminUploadPdf/BUS_TRACKING_AND_WAITING_TIME_PREDICTION_ijariie1801.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads


Last download on 10/25/2025 4:58:31 PM

Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
A Comprehensive Review of AI-Powered Resume Screening and Analysis SystemsInformation Science and EngineeringMr NAGESH U B Download
Stock Data Prediction and Visualization using Advanced Learning and Dash FrameworkInformation on Science and EngineeringMr Mounesh Download
BLOOD BANK AND DONOR MANAGEMENT SYSTEMInformation Science and Engineering Mr. Mounesh A Download
Fake products Detection using Block chain TechnologyBlock ChainAmbarish Vijayakumar Nimbaragi Download
smart agriculture system using artificial Intelligence and IOTInternet of ThingsAkshath AD Download
Exploring the Factors that Contribute to the Success of Startups in the Digital Age in BangaloreComputer Science and Engineering / Entrepreneurship & InnovationChandru.M Download
Climate Change Impact Analysis Using Data Science TechniquesData Science EngneeringVamsi Devanaboyina Download
BRIDGING THE DIGITAL DIVIDE: SCHOOL LEADERS' EXPERIENCES IN MONITORING THE IMPLEMENTATION OF TECHNOLOGY-ENHANCED LEARNINGDEPEDFRELIPACAR B. GUCOR Download
QUANTIFYING THE EFFECTS OF EMOTIVE VS. DENOTATIVE LANGUAGE PROMPTS ON CHATGPT-3.5 RESPONSES: INSIGHTS FROM UTA STUDENTSTechnology in EducationMohamed Ataieb Hmouma Download
The Farmer PortalInformation TechnologySakshi Yede Download
DYNAMIC MULTI-KEY AUTHENTICATION FOR IOT SYSTEM USING SECURE VAULTSInformation Science EngineeringVinay M G Download
Eye Glaucoma Detection Using Machine LearningInformation Science & Engineering Uday M B Download
The Shift to Electronic Payment Methods in Commercial Banks: Benefits and ChallengesDigital BankingEssam Zaid Shoaib Al-Dabbashi Download
DEEP ADAPTIVE FEATURE FUSION FOR ORIGIN DESTINATION PASSENGER FLOW FORECASTING IN MASS EVENTSInformation TechnologyBHUKYA RAJAKUMAR Download
REAL TIME EMERGENCY VEHICLE DETECTION USING MACHINE LEARNINGComputer Science and EngineeringAravinthkumar A Download
12