Robust and energy-efficient trajectory tracking for mobile devices

IEEE Transactions on Mobile Computing

Volumn 14, Issue 2, 2015, Pages 430-443

  Bhattacharya, Sourav ^a   Blunck, Henrik ^b   Kjargaard, Mikkel Baun ^b   Nurmi, Petteri ^a  

^a UNIVERSITY OF HELSINKI   (Finland)

^b AARHUS UNIVERSITY   (Denmark)

Author keywords

Energy efficiency; GPS; positioning; sensor management; trajectory; trajectory simplification

Indexed keywords

ELECTRIC BATTERIES; GLOBAL POSITIONING SYSTEM; MOBILE DEVICES; TRACKING (POSITION); TRAJECTORIES; VIRTUAL REALITY;

DIVERSE LOCATIONS; ENERGY EFFICIENT; EXPERIMENTAL ANALYSIS; POSITION TRACKING SYSTEM; POSITIONING; SENSOR MANAGEMENT; TRAJECTORY TRACKING; TRANSPORTATION MODE;

ENERGY EFFICIENCY;

EID: 84919904350     PISSN: 15361233     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMC.2014.2318712     Document Type: Article

References (37)

1. G. Ananthanarayanan, M. Haridasan, I. Mohomed, D. Terry, and C. A. Thekkath, "Startrack: A framework for enabling track-based applications," in Proc. 7th Int. Conf. Mobile Syst., Appl., Serv., 2009, pp. 207-220.
2. L. Becker, H. Blunck, K. H. Hinrichs, and J. Vahrenhold, "A framework for moving objects," in Proc. 15th Int. Conf. Database Expert Syst. Appl., 2004, pp. 854-863.
3. H. Blunck, M. B. Kjærgaard, and T. S. Toftegaard, "Sensing and classifying impairment sources for GPS reception on mobile Devices," in Proc. 9th Int. Conf. Pervasive Comput., 2011, pp. 350-367.
4. H. Cao, O. Wolfson, and G. Trajcevski, "Spatio-temporal data reduction with deterministic error bounds," Int. J. Very Large Data Bases, vol. 15, no. 3, pp. 211-228, 2006.
5. M. J. Caruso and L. S. Withanawasam, "Vehicle detection and compass applications using AMR magnetic sensors," in Proc. Sensors Expo., 1999, pp. 477-489.
6. Y. Chon, E. Talipov, H. Shin, and H. Cha, "Smart DC: Mobility prediction- based adaptive duty cycling for everyday location monitoring," IEEE Trans. Mobile Comput., vol. 13, no. 3, pp. 512-525, Mar. 2014.
7. I. Constandache, R. R. Choudhury, and I. Rhee, "Towards mobile phone localization without war-driving," in Proc. IEEE Conf. Comput. Commun., 2010, pp. 2321-2329.
8. S. B. Eisenman, E. Miluzzo, N. D. Lane, R. A. Peterson, G.-S. Ahn, and A. T. Campbell, "The BikeNet mobile sensing system for cyclist experience mapping," in Proc. 5th Int. Conf. Embedded Netw. Sens. Syst., 2007, pp. 87-101.
9. S. B. Eisenman, E. Miluzzo, N. D. Lane, R. A. Peterson, G.-S. Ahn, and A. T. Campbell, "BikeNet: A mobile sensing system for cyclist experience mapping," ACM Trans. Sens. Netw., vol. 6, no. 1, pp. 1- 39, 2010.
10. T. Farrell, R. Cheng, and K. Rothermel, "Energy-efficient monitoring of mobile objects with uncertainty-aware tolerances," in Proc. 11th Int. Database Eng. Appl. Symp., 2007, pp. 129-140.
11. R. H. Güting and M. Schneider, Moving Objects Databases. San Mateo, CA, USA: Morgan Kaufmann, 2005.
12. S. Hemminki, P. Nurmi, and S. Tarkoma, "Accelerometer-based transportation mode detection on smartphones," in Proc. 11th ACM Conf. Embedded Netw. Sens. Syst., 2013, pp. 13:1-13:14.
13. H. Höpfner and M. Schirmer, "Energy efficient continuous location determination for pedestrian information systems," in Proc. 11th ACM Int. Workshop Data Eng. Wireless Mobile Access, 2012, pp. 58-65.
14. D. H. Kim, Y. Kim, D. Estrin, and M. B. Srivastava, "Sensloc: Sensing everyday places and paths using less energy," in Proc. 8th ACM Conf. Embedded Netw. Sens. Syst., 2010, pp. 43-56.
15. M. B. Kjærgaard, "On improving the energy efficiency and robustness of position tracking for mobile devices," in Proc. 7th Int. Conf. Mobile Ubiquitous Syst. Comput., Netw. Serv., 2010, pp. 162-173.
16. M. B. Kjærgaard, "Location-based services on mobile phones: Minimizing power consumption," IEEE Pervasive Comput., vol. 11, no. 1, pp. 67-73, Jan.-Mar. 2012.
17. M. B. Kjærgaard, S. Bhattacharya, H. Blunck, and P. Nurmi, "Energy-efficient trajectory tracking for mobile devices," in Proc. 9th Int. Conf. Mobile Syst., Appl., Serv., 2011, pp. 307-320.
18. M. B. Kjærgaard and H. Blunck, "Unsupervised power profiling for mobile devices," in Proc. 8th Int. Conf. Mobile Ubiquitous Syst. Comput., Netw. Serv., 2011, pp. 138-149.
19. M. B. Kjærgaard,H. Blunck, T. Godsk, T. Toftkjær,D. L.Christensen, and K. Grønbæk, "Indoor positioning using GPS revisited," in Proc. 8th Int. Conf. Pervasive Comput., 2010, pp. 38-56.
20. M. B. Kjærgaard, J. Langdal, T. Godsk, and T. Toftkjær, "EnTracked: Energy-efficient robust position tracking for mobile devices," in Proc. 7th Int. Conf. Mobile Syst., Appl., Serv., 2009, pp. 221-234.
21. R. Lange, T. Farrell, F. Dürr, and K. Rothermel, "Remote real-time trajectory simplification," in Proc. IEEE Int. Conf. Pervasive Comput. Commun., 2009, pp. 1-10.
22. K. Lin, A. Kansal, D. Lymberopoulos, and F. Zhao, "Energy-accuracy trade-off for continuous mobile device location," in Proc. 8th Int. Conf. Mobile Syst., Appl., Serv., 2010, pp. 285-298.
23. S. Minamimoto, S. Fujii, H. Yamaguchi, and T. Higashino, "Local map generation using position and communication history of mobile nodes," in Proc. IEEE Int. Conf. Pervasive Comput. Commun., 2010, pp. 2-10.
24. M. Mun, S. Reddy, K. Shilton, N. Yau, J. Burke, D. Estrin, M. Hansen, E. Howard, R. West, and P. Boda, "Peir, the personal environmental impact report, as a platform for participatory sensing systems research," in Proc. ACM/USENIX Int. Conf. Mobile Syst., Appl. Serv., 2009, pp. 55-68.
25. J. Paek, J. Kim, and R. Govindan, "Energy-efficient rate-adaptive GPS-based positioning for smartphones," in Proc. 8th Int. Conf. Mobile Syst., Appl., Serv., 2010, pp. 299-314.
26. J. Paek, K.-H. Kim, J. P. Singh, and R. Govindan, "Energy-efficient positioning for smartphones using Cell-ID sequence matching," in Proc. 9th Int. Conf. Mobile Syst., Appl., Serv., 2011, pp. 293-306.
27. T. Plötz, N. Y. Hammerla, and P. Olivier, "Feature learning for activity recognition in ubiquitous computing," in Proc. 22nd Int. Joint Conf. Artif. Intell., 2011, pp. 1729-1734.
28. H. S. Ramos, T. Zhang, J. Liu, N. B. Priyantha, and A. Kansal, "Leap: A low energy assisted GPS for trajectory-based services," in Proc. 13th ACM Int. Conf. Ubiquitous Comput., 2011, pp. 335-344.
29. J. Ryder, B. Longstaff, S. Reddy, and D. Estrin, "Ambulation: A tool for monitoring mobility patterns over time using mobile phones," in Proc. Int. Conf. Comput. Sci. Eng., 2009, pp. 927-931.
30. V. Y. Skvortzov, H.-K. Lee, S. Bang, and Y. Lee, "Application of electronic compass for mobile robot in an indoor environment," in Proc. IEEE Int. Conf. Robot. Autom., 2007, pp. 2963-2970.
31. A. Thiagarajan, L. Ravindranath, H. Balakrishnan, S. Madden, and L. Girod, "Accurate, low-energy trajectory mapping for mobile devices," in Proc. 8th USENIX Conf. Netw. Syst. Des. Implementation, 2011, pp. 20-20.
32. J. Williamson, S. Robinson, C. Stewart, R. Murray-Smith, M. Jones, and S. Brewster, "Social gravity: A virtual elastic tether for casual, privacy-preserving pedestrian rendezvous," in Proc. SIGCHI Conf. Human Factors Comput. Syst., 2010, pp. 1485-1494.
33. O. Wolfson, S. Chamberlain, S. Dao, L. Jiang, and G. Mendez, "Cost and imprecision in modeling the position of moving objects," in Proc. 14th Int. Conf. Data Eng., 1998, pp. 588-596.
34. L. Zhang, B. Tiwana, Z. Qian, Z. Wang, R. P. Dick, Z. M. Mao, and L. Yang, "Accurate online power estimation and automatic battery behavior based power model generation for smartphones," in Proc. IEEE/ACM/IFIP 8th Int. Conf. Hardware/Software Codes. Syst. Synthesis, 2010, pp. 105-114.
35. X. Zhu, Q. Li, and G. Chen, "APT: Accurate outdoor pedestrian tracking with smartphones," in Proc. IEEE Conf. Comput. Commun., 2013, pp. 2508-2516.
36. Z. Zhuang, K.-H. Kim, and J. P. Singh, "Improving energy efficiency of location sensing on smartphones," in Proc. 8th Int. Conf. Mobile Syst., Appl., Serv., 2010, pp. 315-330.
37. S. Bhattacharya, P. Nurmi, N. Hammerla, and T. Plötz, "Using unlabeled data in a sparse-coding framework for human activity recognition," Pervasive Mobile Comput., 2014, http://dx.doi.org/10.1016/j.pmcj.2014.05.006.