Mining user goals for indoor location-based services with low energy and high QoS

Computational Intelligence

Volumn 26, Issue 3, 2010, Pages 318-336

  Chen, Yiqiang ^a   Qi, Juan ^a   Sun, Zhuo ^a   Ning, Qiong ^a  

^a INSTITUTE OF GEOLOGY AND GEOPHYSICS   (China)

Author keywords

energy efficiency; goal recognition; indoor localization

Indexed keywords

COMPUTING FRAMEWORKS; CRITICAL POINTS; ENERGY CONSUMPTION; ENERGY SAVING; FILTER METHOD; GOAL RECOGNITION; INDOOR LOCALIZATION; INFERENCE ALGORITHM; LOCALIZATION METHOD; LOCATION DATA; LOCATION ESTIMATION; LOCATION-BASED SERVICES; LOW ENERGIES; PERVASIVE COMPUTING ENVIRONMENT; QOS (QUALITY OF SERVICE); REAL-WORLD; USER GOALS; WIRELESS NETWORK ENVIRONMENT;

AD HOC NETWORKS; ENERGY EFFICIENCY; EQUATIONS OF STATE; FILTRATION; INFERENCE ENGINES; MOBILE DEVICES; QUALITY OF SERVICE; WI-FI;

ELECTRIC LOAD FORECASTING;

EID: 77955025911     PISSN: 08247935     EISSN: 14678640     Source Type: Journal    
DOI: 10.1111/j.1467-8640.2010.00361.x     Document Type: Article

References (28)

1. Bahl, P., and V. N. Padmanabhan. 2000. Radar: An in-building rf-based user location and tracking system. In INFOCOM 2000. Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies, pp. 775 784.
2. Bahl, P., V. N. Padmanabhan, and A. Balachandran. 2000. Enhancements to the radar user location and tracking system. Technical report
3. Bao, L., and S. S. Intille. 2004. Activity recognition from user-annotated acceleration data. In The 2nd International Conference on Pervasive Computing, pp. 1 17.
4. Bussmann, J. B. J., W. L. J. Martens, J. H. M. Tulen, F. C. Schasfoort, H. J. Van Den Berg-Emons, and H. J. Stam. 2001. Measuring daily behavior using ambulatory accelerometry: The activity monitor. Behavior Research Methods, Instruments+Computers, 33 (3 349 356.
5. Chen, S. F., and J. Goodman. 1996. An empirical study of smoothing techniques for language modeling. In Proceedings of the 34th Annual Meeting on Association for Computational Linguistics. Association for Computational Linguistics, pp. 310 318.
6. Constandanche, I., M. Sayler, S. Gaonkar, R. R. Choudhury, and L. Cox. 2008. Energy-aware localization using mobile phones. In MobiSys '08: Proceeding of the 6th International Conference on Mobile Systems, Applications, and Services.
7. Ebert, J., B. Burns, and A. Wolisz. 2002. A trace-based approach for determining the energy consumption of a WLAN network interface. In Proceedings of European Wireless, pp. 230 236.
8. Griswold, W. G., P. Shanahan, S. W. Brown, R. Boyer, M. Ratto, R. B. Shapiro, and T. M. Truong. 2004. Activecampus: Experiments in community-oriented ubiquitous computing. IEEE Computer, 37 (10 73 81.
9. Gurumurthi, S., A. Sivasubramaniam, M. Kandemir, and H. Franke. 2003. Drpm: Dynamic speed control for power management in server class disks. In ISCA '03: Proceedings of the 30th Annual International Symposium on Computer Architecture, pp. 169 181.
10. Hazas, M., J. Scott, and J. Krumm. 2004. Location-aware computing comes of age. Computer, 37 (2 95 97.
11. Heinzelman, W. R., A. Chandrakasan, and H. Balakrishnan. 2000. Energy-efficient communication protocol for wireless microsensor networks. In HICSS '00: Proceedings of the 33rd Hawaii International Conference on System Sciences-Volume 8.
12. Hong, I., and M. Potkonjak. 1996. Power optimization in disk-based real-time application specific systems. In ICCAD '96: Proceedings of the 1996 IEEE/ACM International Conference on Computer-aided Design.
13. Kjærgaard, M. B., G. Treu, and C. Linnhoff-Popien. 2007. Zone-based RSS reporting for location fingerprinting. In The 5th International Conference on Pervasive Computing, pp. 316 333.
14. Kravets, R., and P. Krishnan. 1998. Power management techniques for mobile communication. In MobiCom '98: Proceedings of the 4th Annual ACM/IEEE International Conference on Mobile Computing and Networking. ACM
15. LaMarca, A., Y. Chawathe, S. Consolvo, J. Hightower, I. Smith, J. Scott, T. Sohn, J. Howard, J. Hughes, F. Potter, J. Tabert, P. Powledge, G. Borriello, and B. Schilit. 2005. Place lab: Device positioning using radio beacons in the wild. In Proceedings of the Third International Conference on Pervasive Computing. Springer, pp. 116 133.
16. Lee, S.-W., and K. Mase. 2002. Activity and location recognition using wearable sensors. IEEE Pervasive Computing, 1 (3 24 32.
17. Lee, W.-C., and D. L. Lee. 1999. Signature caching techniques for information filtering in mobile enviroments. Wireless Networks, 5 (1 57 67.
18. Lorch, J. R., and A. J. Smith. 1997. Scheduling techniques for reducing processor energy use in macos. Wireless Networks, 3 (5 311 324.
19. Rabiner, L. R. 1989. A tutorial on hidden markov models and selected applications in speech recognition. Proceedings of the IEEE, 77 (2 257 286.
20. Ravi, N., D. Nikhil, P. Mysore, and Michael L. Littman. 2005. Activity recognition from accelerometer data. In Proceedings of the Seventeenth Conference on Innovative Applications of Artificial Intelligence (IAAI). AAAI Press, pp. 1541 1546.
21. Shivakumar, N., and S. Venkatasubramanian. 1996. Efficient indexing for broadcast based wireless systems. Mobile Networks and Applications, 1 (4 433 446.
22. Stemm, M., and R. H. Katz. 1997. Measuring and reducing energy consumption of network interfaces in hand-held devices. IEICE Transactions on Communications, E80-B (8 1125 1131.
23. Weiser, M., B. Welch, A. Demers, and S. Shenker. 1994. Scheduling for reduced cpu energy. In OSDI '94: Proceedings of the 1st USENIX conference on Operating Systems Design and Implementation, p. 2.
24. Xu, Y., and W.-C. Lee. 2003. On localized prediction for power efficient object tracking in sensor networks. In ICDCSW '03: Proceedings of the 23rd International Conference on Distributed Computing Systems.
25. Yin, J., X. Chai, and Q. Yang. 2004. High-level goal recognition in a wireless LAN. In AAAI-04, Proceedings of the Nineteenth National Conference on Artificial Intelligence, pp. 578 584.
26. Yin, J., Q. Yang, and L. M. Ni. 2005. Adaptive temporal radio maps for indoor location estimation. In PerCom 2005. Third IEEE International Conference on Pervasive Computing and Communications, 2005, pp. 85 94.
27. Yin, J., Q. Yang, D. Shen, and Z.-N. Li. 2008. Activity recognition via user-trace segmentation. ACM Transactions on Sensor Networks, 4 (4 1 34.
28. Youssef, M., and A. Agrawala. 2005. The horus WLAN location determination system. In MobiSys '05: Proceedings of the 3rd international conference on Mobile systems, applications, and services. ACM Press