How long to wait? Predicting bus arrival time with mobile phone based participatory sensing

MobiSys'12 - Proceedings of the 10th International Conference on Mobile Systems, Applications, and Services

Volumn , Issue , 2012, Pages 379-392

  Zhou, Pengfei ^a   Zheng, Yuanqing ^a   Li, Mo ^a  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

bus arrival time prediction; mobile phones; participatory sensing

Indexed keywords

ARRIVAL TIME; BUS COMPANIES; BUS SERVICES; BUS STOP; CITY TRANSPORT; ENERGY EFFICIENT; ENVIRONMENTAL CONTEXTS; EVALUATION RESULTS; LOCATION INFORMATION; OPERATING COMPANIES; PARTICIPATORY SENSING; PREDICTION ACCURACY; PREDICTION SYSTEMS; PROTOTYPE SYSTEM; WAITING-TIME;

BUS TERMINALS; CELLULAR TELEPHONES; ENERGY EFFICIENCY; FORECASTING; INDUSTRY; MOBILE DEVICES; MOBILE PHONES;

BUS TRANSPORTATION;

EID: 84864363274     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2307636.2307671     Document Type: Conference Paper

References (35)

1. Bus transport in Singapore. http://en.wikipedia.org/wiki/Bus-transport- in-Singapore.
2. EZ-Link. http://www.ezlink.com.sg.
3. Octupus. http://www.octopus.com.hk/home/en.
4. Oyster. https://oyster.tfl.gov.uk/oyster.
5. PublicTransport@SG. http://www.publictransport.sg/.
6. T. Abdelzaher, Y. Anokwa, P. Boda, J. Burke, D. Estrin, L. Guibas, A. Kansal, S. Madden, and J. Reich. Mobiscopes for Human Spaces. IEEE Pervasive Computing, vol. 6(issue 2): pages 20-29, Apr. 2007.
7. G. Ananthanarayanan, M. Haridasan, I. Mohomed, D. Terry, and C. A. Thekkath. Startrack: a framework for enabling track-based applications. In Proceedings of ACM MobiSys, pages 207-220, 2009.
8. M. Azizyan, I. Constandache, and R. Roy Choudhury. Surroundsense: mobile phone localization via ambience fingerprinting. In Proceedings of ACM MobiCom, pages 261-272, 2009.
9. P. Bahl and V. N. Padmanabhan. RADAR: an in-building RF-based user location and tracking system. In Proceedings of IEEE INFOCOM, pages 775-784, 2000.
10. R. K. Balan, K. X. Nguyen, and L. Jiang. Real-time trip information service for a large taxi fleet. In Proceedings of ACM MobiSys, pages 99-112, 2011.
11. X. Bao and R. Roy Choudhury. Movi: mobile phone based video highlights via collaborative sensing. In Proceedings of ACM MobiSys, pages 357-370, 2010.
12. J. Biagioni, T. Gerlich, T. Merrifield, and J. Eriksson. Easytracker: automatic transit tracking, mapping, and arrival time prediction using smartphones. In Proceedings of ACM SenSys, pages 1-14, 2011.
13. J. Burke, D. Estrin, M. Hansen, A. Parker, N. Ramanathan, S. Reddy, and M. B. Srivastava. Participatory sensing. In Workshop on World-Sensor-Web (WSW): Mobile Device Centric Sensor Networks and Applications, pages 117-134, 2006.
14. I. Constandache, X. Bao, M. Azizyan, and R. R. Choudhury. Did you see bob?: human localization using mobile phones. In Proceedings of ACM MobiCom, pages 149-160, 2010.
15. E. Cuervo, A. Balasubramanian, D.-k. Cho, A. Wolman, S. Saroiu, R. Chandra, and P. Bahl. Maui: making smartphones last longer with code offload. In Proceedings of ACM MobiSys, pages 49-62, 2010.
16. S. Gaonkar, J. Li, R. R. Choudhury, L. Cox, and A. Schmidt. Micro-blog: sharing and querying content through mobile phones and social participation. In Proceedings of ACM MobiSys, pages 174-186, 2008.
17. M. Haridasan, I. Mohomed, D. Terry, C. A. Thekkath, and L. Zhang. Startrack next generation: a scalable infrastructure for track-based applications. In Proceedings of USENIX OSDI, 2010.
18. M. Keally, G. Zhou, G. Xing, J. Wu, and A. Pyles. Pbn: towards practical activity recognition using smartphone-based body sensor networks. In Proceedings of ACM SenSys, pages 246-259, 2011.
19. E. Koukoumidis, L.-S. Peh, and M. R. Martonosi. Signalguru: leveraging mobile phones for collaborative traffic signal schedule advisory. In Proceedings of ACM MobiSys, pages 127-140, 2011.
20. F. Li, Y. Yu, H. Lin, and W. Min. Public bus arrival time prediction based on traffic information management system. In Proceedings of IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI), pages 336-341, 2011.
21. Y. Liu, L. Chen, J. Pei, Q. Chen, and Y. Zhao. Mining frequent trajectory patterns for activity monitoring using radio frequency tag arrays. In Proceedings of IEEE PerCom, 2007.
22. H. Lu, W. Pan, N. D. Lane, T. Choudhury, and A. T. Campbell. Soundsense: scalable sound sensing for people-centric applications on mobile phones. In Proceedings of ACM MobiSys, pages 165-178, 2009.
23. P. Mohan, V. N. Padmanabhan, and R. Ramjee. Nericell: rich monitoring of road and traffic conditions using mobile smartphones. In Proceedings of ACM SenSys, pages 323-336, 2008.
24. J. Paek, J. Kim, and R. Govindan. Energy-efficient rate-adaptive gps-based positioning for smartphones. In Proceedings of ACM MobiSys, pages 299-314, 2010.
25. J. Paek, K.-H. Kim, J. P. Singh, and R. Govindan. Energy-efficient positioning for smartphones using cell-id sequence matching. In Proceedings of ACM MobiSys, pages 293-306, 2011.
26. C. Peng, G. Shen, Y. Zhang, Y. Li, and K. Tan. Beepbeep: a high accuracy acoustic ranging system using cots mobile devices. In Proceedings of ACM SenSys, pages 1-14, 2007.
27. L. Ravindranath, C. Newport, H. Balakrishnan, and S. Madden. Improving wireless network performance using sensor hints. In Proceedings of USENIX NSDI, 2011.
28. S. Reddy, M. Mun, J. Burke, D. Estrin, M. Hansen, and M. Srivastava. Using mobile phones to determine transportation modes. ACM Transactions on Sensor Networks, vol. 6(issue 2): pages 1-27, March 2010.
29. A. Thiagarajan, J. Biagioni, T. Gerlich, and J. Eriksson. Cooperative transit tracking using smart-phones. In Proceedings of ACM SenSys, pages 85-98, 2010.
30. A. Thiagarajan, L. Ravindranath, H. Balakrishnan, S. Madden, and L. Girod. Accurate, low-energy trajectory mapping for mobile devices. In Proceedings of USENIX NSDI, 2011.
31. A. Thiagarajan, L. Ravindranath, K. LaCurts, S. Madden, H. Balakrishnan, S. Toledo, and J. Eriksson. Vtrack: accurate, energy-aware road traffic delay estimation using mobile phones. In Proceedings of ACM SenSys, pages 85-98, 2009.
32. Y. Wang, J. Lin, M. Annavaram, Q. A. Jacobson, J. Hong, B. Krishnamachari, and N. Sadeh. A framework of energy efficient mobile sensing for automatic user state recognition. In Proceedings of ACM MobiSys, pages 179-192, 2009.
33. M. S. Waterman and T. F. Smith. Identification of common molecular subsequences. Journal of Molecular Biology, 147:195-197, 1981.
34. C. Wu, Z. Yang, Y. Liu, and W. Xi. WILL: Wireless indoor localization without site survey. In Proceedings of IEEE INFOCOM, 2012.
35. J. Yang, S. Sidhom, G. Chandrasekaran, T. Vu, H. Liu, N. Cecan, Y. Chen, M. Gruteser, and R. P. Martin. Detecting driver phone use leveraging car speakers. In Proceedings of ACM MobiCom, pages 97-108, 2011.