Accurate WLAN indoor localization based on RSS fluctuations modeling

WISP 2009 - 6th IEEE International Symposium on Intelligent Signal Processing - Proceedings

Volumn , Issue , 2009, Pages 27-30

  Fang, Shih Hau ^a   Lin, Tsung Nan ^b  

^a YUAN ZE UNIVERSITY   (Taiwan)

^b NATIONAL TAIWAN UNIVERSITY   (Taiwan)

Author keywords

Fingerprinting; Location estimation; Multipath; Noise; WLAN

Indexed keywords

CONVOLUTION MODEL; EXISTING METHOD; INDOOR LOCALIZATION; KARHUNEN-LOEVE; LOCATION ESTIMATION; LOCATION SYSTEMS; MEAN ERRORS; MOVING AVERAGES; MULTI-PATH; MULTI-PATH EFFECT; MULTIPATH NOISE; NUMERICAL RESULTS; POSITIONING SYSTEM; REAL-WORLD; RECEIVED SIGNAL STRENGTH; TIME VARYING; TWO-COMPONENT;

MOBILE TELECOMMUNICATION SYSTEMS; NUMERICAL METHODS; RANDOM PROCESSES; RANDOM VARIABLES; SIGNAL PROCESSING;

WIRELESS LOCAL AREA NETWORKS (WLAN);

EID: 71249098741     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WISP.2009.5286581     Document Type: Conference Paper

References (16)

1. J. Hightower and G. Borriello, "Location systems for ubiquitous computing," IEEE Computer Magazine, vol. 34, no. 8, pp. 57-66, 2001.
2. Y. Zhao, "Mobile phone location determination and its impact on intelligent transportation systems," IEEE Transactions on Intelligent Transportation Systems, vol. 1, no. 1, pp. 55-64, 2000.
3. G. Sun, J. Chen, W. Guo, and K. Liu, "Signal processing techniques in network-aided positioning: a survey of state-of-the-art positioning designs," IEEE Signal Processing Magazine, vol. 22, no. 4, pp. 12-23, 2005.
4. Y. Chen and H. Kobayashi, "Signal strength based indoor geolocation," in Communications, vol. 1, pp. 436-439, 2002.
5. L. wei Chan, J. rung Chiang, Y. chao Chen, C. nan Ke, J. Hsu, and H. hua Chu, "Collaborative localization - enhancing WiFi-based position estimation with neighborhood links in clusters," in Pervasive Computing, pp. 50-66, 2006.
6. Y.Xu and W. Lee, "On localized prediction for power efficient object tracking in sensor networks," in Distributed Computing Systems, pp. 434-439, 2003.
7. A. Savvides, C.-C. Han, and B. S. Mani, "Dynamic fine-grained localization in Ad-Hoc networks of sensors," in Mobile Computing and Networking, pp. 166-179, 2001.
8. J. Yin, Q. Yang, and L. Ni, "Adaptive temporal radio maps for indoor location estimation," in Pervasive Computing and Communications, pp. 85-94, 2005.
9. C. Nerguizian, C. Despins, and S. Affes, "Geolocation in mines with an impulse response fingerprinting technique and neural networks," IEEE Transactions on Wireless Communication, vol. 5, no. 3, pp. 603-611, 2006.
10. M. Youssef and A. Agrawala, "Handling samples correlation in the Horus system," in INFOCOM, pp. 1023-1031, 2004.
11. H. Lim, L. chuan Kung, J. Hou, and H. Luo, "Zero-configuration, robust indoor localization: Theory and experimentation," in INFOCOM, pp. 1-12, 2006.
12. Y. Chen, J. Yin, X. Chai, and Q. Yang, "Power-efficient access-point selection for indoor location estimation," IEEE Transactions on Knowledge and Data Engineering, vol. 18, no. 7, pp. 877-888, 2006.
13. S.-P. Kuo and Y.-C. Tseng, "A scrambling method for fingerprint positioning based on temporal diversity and spatial dependency," IEEE Transactions on Knowledge and Data Engineering, vol. 20, no. 5, pp. 678-684, 2008.
14. S.-H. Fang, T.-N. Lin, and P.-C. Lin, "Location fingerprinting in a decorrelated space," IEEE Transactions on Knowledge and Data Engineering, vol. 20, no. 5, pp. 685-691, 2008.
15. S.-H. Fang, T.-N. Lin, and K.-C. Lee, "A novel algorithm for multipath fingerprinting in indoor WLAN environments," IEEE Transactions on Wireless Communications, vol. 7, no. 9, pp. 3579-3588, 2008.
16. M. Youssef, http://www.cs.umd.edu/users/moustafa/. Department of Computer Science, University of Maryland, 2001.