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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.

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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 : 24 December 2018).
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 : 24 December 2018)
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 : 24 December 2018].
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 (24 December 2018).
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 : 24 December 2018]; 2(2) : 533-536. Available from: https://ijariie.com/AdminUploadPdf/BUS_TRACKING_AND_WAITING_TIME_PREDICTION_ijariie1801.pdf
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