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ABSTRACT
CILoS is an indoor localization system based on CDMA mobile phone signal fingerprinting. CDMA networks vary their transmission power to accommodate fluctuations in network load. This affects signal intensity and therefore limits the practicality of traditional fingerprinting approaches based on receiver signal strength (RSSI) measurements. Instead, CILoS uses fingerprints of signal delay that are robust to cell resizing. We demonstrate that CILoS achieves a median accuracy of 5 meters, and compares favourably to RSSI fingerprinting systems. We highlight the significance of wide fingerprints, constructed through scanning multiple channels, for achieving high localization accuracy. We also show that our system can accurately differentiate between floors of a multifloor building.
REFERENCES
Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.
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1
|
|
| |
2
|
Bahl, P. and Padmanabhan, V. RADAR: An In-Building RF-Based User Location and Tracking System. In INFOCOM 2000, 775--784.
|
| |
3
|
|
| |
4
|
Caffery, J. and Stuber, G. L. Vehicle Location and Tracking for IVHS in CDMA Microcells. In Proc. IEEE PIMRC 1994, 1227--1231.
|
 |
5
|
Andreas Haeberlen , Eliot Flannery , Andrew M. Ladd , Algis Rudys , Dan S. Wallach , Lydia E. Kavraki, Practical robust localization over large-scale 802.11 wireless networks, Proceedings of the 10th annual international conference on Mobile computing and networking, September 26-October 01, 2004, Philadelphia, PA, USA
[doi> 10.1145/1023720.1023728]
|
| |
6
|
Hepsaydir, E. Mobile positioning in CDMA cellular networks. In Proc. IEEE VTC 1999, 795--799.
|
| |
7
|
Hopper, A., Harter, A. and Blackie, T. The Active Badge System. In Proc. INTERCHI 1993, 474--481.
|
| |
8
|
|
 |
9
|
Andrew M. Ladd , Kostas E. Bekris , Algis Rudys , Guillaume Marceau , Lydia E. Kavraki , Dan S. Wallach, Robotics-based location sensing using wireless ethernet, Proceedings of the 8th annual international conference on Mobile computing and networking, September 23-28, 2002, Atlanta, Georgia, USA
[doi> 10.1145/570645.570674]
|
| |
10
|
Laasonen, K., Raento, M. and Toivonen, H. Adaptive On-Device Location Recognition. In Proc. PERVASIVE 2004, 287--304.
|
| |
11
|
LaMarca, A., Chawathe, Y., Consolvo, S., Hightower, J., Smith, I. E., Scott, J., Sohn, T., Howard, J., Hughes, J., Potter, F., Tabert, J., Powledge, P., Borriello, G. and Schilit, B. N. Place Lab: Device Positioning Using Radio Beacons in the Wild. In Proc. PERVASIVE 2005, 116--133.
|
| |
12
|
|
| |
13
|
Laitinen, H., Lahteenmaki, J., Nordstrom, T., Database correlation method for GSM location. In Proc. of the 53rd IEEE Vehicular Technology Conference, 2001.
|
| |
14
|
Li, B., Dempster, A. G., Barnes, J., Rizos, C., Li, D. Probabilistic algorithm to support the fingerprinting method for CDMA location. In Proc. Int. Symp. on GPS/GNSS 2005.
|
| |
15
|
Otsason, V., Varshavsky, A., LaMarca, A. and de Lara, E. Accurate GSM Indoor Localization. In Proc. UbiComp 2005, 141--158.
|
| |
16
|
Patel, S. N., Truong, K. N. and Abowd, G. D. PowerLine Positioning: A Practical Sub-Room-Level Indoor Location System for Domestic Use In Proc. UbiComp 2006, 441--458.
|
 |
17
|
Nissanka B. Priyantha , Anit Chakraborty , Hari Balakrishnan, The Cricket location-support system, Proceedings of the 6th annual international conference on Mobile computing and networking, p.32-43, August 06-11, 2000, Boston, Massachusetts, United States
[doi> 10.1145/345910.345917]
|
| |
18
|
Alex Varshavsky , Eyal de Lara , Jeffrey Hightower , Anthony LaMarca , Veljo Otsason, GSM indoor localization, Pervasive and Mobile Computing, v.3 n.6, p.698-720, December, 2007
[doi> 10.1016/j.pmcj.2007.07.004]
|
| |
19
|
|
| |
20
|
Ward, A. and Jones, A. A New Location Technique for the Active Office. In IEEE Personnel Communications 1997, 42--47.
|
| |
21
|
Versus Technologies. http://www.versustech.com
|
| |
22
|
Ubisense. http://www.ubisense.com
|
| |
23
|
CDMA Development Group. http://www.cdg.org/
|
| |
24
|
911 Services. http://www.fcc.gov/pshs/911
|
| |
25
|
Dodgeball.com: Social Mobile Software. http://www.dodgeball.com
|
|