
This Article  
 
Share  
Bibliographic References  
Add to:  
Digg Furl Spurl Blink Simpy Del.icio.us Y!MyWeb  
Search  
 
ASCII Text  x  
ShihHau Fang, TsungNan Lin, "Principal Component Localization in Indoor WLAN Environments," IEEE Transactions on Mobile Computing, vol. 11, no. 1, pp. 100110, January, 2012.  
BibTex  x  
@article{ 10.1109/TMC.2011.30, author = {ShihHau Fang and TsungNan Lin}, title = {Principal Component Localization in Indoor WLAN Environments}, journal ={IEEE Transactions on Mobile Computing}, volume = {11}, number = {1}, issn = {15361233}, year = {2012}, pages = {100110}, doi = {http://doi.ieeecomputersociety.org/10.1109/TMC.2011.30}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }  
RefWorks Procite/RefMan/Endnote  x  
TY  JOUR JO  IEEE Transactions on Mobile Computing TI  Principal Component Localization in Indoor WLAN Environments IS  1 SN  15361233 SP100 EP110 EPD  100110 A1  ShihHau Fang, A1  TsungNan Lin, PY  2012 KW  WLAN KW  indoor localization KW  fingerprinting KW  transformation KW  principal component. VL  11 JA  IEEE Transactions on Mobile Computing ER   
[1] K. Axel, LocationBased Services: Fundamentals and Operation. John Wiley & Sons, 2005.
[2] S. Tekinay, “Wireless Geolocation Systems and Services,” IEEE Comm. Magazine, vol. 36, no. 4, pp. 2828, Apr. 1998.
[3] M. Kavitha, L. Maria, and H. Paul, “Towards Smart Surroundings: Enabling Techniques and Technologies for Localization,” Proc. First Int'l Workshop Location and ContextAwareness (LoCA '05), pp. 350362, 2005.
[4] M. Hazas, J. Scott, and J. Krumm, “LocationAware Computing Comes of Age,” Computer, vol. 37, no. 2, pp. 9597, Feb. 2004.
[5] P. Prasithsangaree, P. Krishnamurthy, and P. Chrysanthis, “On Indoor Position Location with Wireless LANs,” Proc. IEEE Int'l Symp. Personal, Indoor and Mobile Radio Comm., vol. 2, pp. 720724, 2002.
[6] A. Krishnakumar and P. Krishnan, “On the Accuracy of Signal StrengthBased Estimation Techniques,” Proc. IEEE INFOCOM, vol. 1, pp. 642650, 2005.
[7] Y. Chen and H. Kobayashi, “Signal Strength Based Indoor Geolocation,” Proc. IEEE Int'l Conf. Comm., vol. 1, pp. 436439, 2002.
[8] A. Sayed, A. Tarighat, and N. Khajehnouri, “NetworkBased Wireless Location: Challenges Faced in Developing Techniques for Accurate Wireless Location Information,” IEEE Signal Processing Magazine, vol. 22, no. 4, pp. 2440, July 2005.
[9] T.S. Rappaport, J.H. Reed, and D. Woerner, “Position Location Using Wireless Communications on Highways of the Future,” IEEE Comm. Magazine, vol. 34, no. 10, pp. 3341, Oct. 1996.
[10] K.W. Kolodziej and J. Hjelm, Local Positioning Systems: LBS Applications and Services. CRC Taylor & Francis, 2006.
[11] A. Smailagic and D. Kogan, “Location Sensing and Privacy in a ContextAware Computing Environment,” IEEE Wireless Comm., vol. 9, no. 5, pp. 1017, Oct. 2002.
[12] A. Krishnakumar and P. Krishnan, “The Theory and Practice of Signal StrengthBased Location Estimation,” Proc. Int'l Conf. Collaborative Computing: Networking, Applications and Worksharing, 2005.
[13] M. Kjærgaard, “A Taxonomy for Radio Location Fingerprinting,” Proc. Int'l Conf. Locationand ContextAwareness, pp. 139156, 2007.
[14] C. Patterson, R. Muntz, and C. Pancake, “Challenges in LocationAware Computing,” IEEE Pervasive Computing, vol. 2, no. 2, pp. 8089, Apr.June 2003.
[15] T.N. Lin and P.C. Lin, “Performance Comparison of Indoor Positioning Techniques Based on Location Fingerprinting in Wireless Networks,” Proc. Int'l Conf. Wireless Networks, Comm. and Mobile Computing, pp. 15691574, 2005.
[16] M. Youssef, A. Agrawala, and A.U. Shankar, “WLAN Location Determination via Clustering and Probability Distributions,” Proc. IEEE Int'l Conf. Pervasive Computing and Comm., pp. 143150, 2003.
[17] Y. Chen, J. Yin, X. Chai, and Q. Yang, “PowerEfficient AccessPoint Selection for Indoor Location Estimation,” IEEE Trans. Knowledge and Data Eng., vol. 18, no. 7, pp. 877888, July 2006.
[18] T. King, T. Haenselmann, and W. Effelsberg, “OnDemand Fingerprint Selection for 802.11Based Positioning Systems,” Proc. Int'l Symp. a World of Wireless, Mobile and Multimedia Networks, 2008.
[19] A. Kushki, K.N. Plataniotis, and A.N. Venetsanopoulos, “KernelBased Positioning in Wireless Local Area Networks,” IEEE Trans. Mobile Computing, vol. 6, no. 6, pp. 689705, June 2007.
[20] R. Duda, P. Hart, and D. Stork, Pattern Classification. John Wiley & Sons, 2000.
[21] I.T. Jollife, Principal Component Analysis. SpringerVerlag, 2002.
[22] K.I. Diamantaras and S.Y. Kung, Principal Component Neural Networks. John Wiley & Sons, 1996.
[23] T. King, T. Butter, H. Lemelson, T. Haenselmann, and W. Effelsberg, “Loc(lib,trace,eva,ana): Research Tools for 802.11Based Positioning Systems,” Proc. ACM Int'l Workshop Wireless Network Testbeds, Experimental Evaluation and Characterization, pp. 6774, 2007.
[24] T. King, T. Haenselmann, and W. Effelsberg, “Deployment, Calibration, and Measurement Factors for Position Errors in 802.11Based Indoor Positioning Systems,” Proc. Int'l Conf. Location and ContextAwareness, pp. 1734, 2007.
[25] X. Li and K. Pahlavan, “SuperResolution TOA Estimation with Diversity for Indoor Geolocation,” IEEE Trans. Wireless Comm., vol. 3, no. 1, pp. 224234, Jan. 2004.
[26] K. Pahlavan, X. Li, and J. Makela, “Indoor Geolocation Science and Technology,” IEEE Comm. Magazine, vol. 40, no. 2, pp. 112118, Feb. 2002.
[27] G. Sun, J. Chen, W. Guo, and K. Liu, “Signal Processing Techniques in NetworkAided Positioning: A Survey of StateoftheArt Positioning Designs,” IEEE Signal Processing Magazine, vol. 22, no. 4, pp. 1223, July 2005.
[28] P. Bahl and V.N. Padmanabhan, “RADAR: An InBuilding RFBased User Location and Tracking System,” Proc. IEEE INFOCOM, pp. 775784, 2000.
[29] A. Agiwal, P. Khandpur, and H. Saran, “LOCATOR: Location Estimation System for Wireless LANs,” Proc. ACM Int'l Workshop Wireless Mobile Applications and Services on WLAN Hotspots, pp. 102109, 2004.
[30] R. Battiti, A. Villani, and T.L. Nhat, “Neural Network Models for Intelligent Networks: Deriving the Location from Signal Patterns,” Proc. Ann. Symp. Autonomous Intelligent Networks and Systems, 2002.
[31] R. Battiti, T.L. Nhat, and A. Villani, “LocationAware Computing: A Neural Network Model for Determining Location in Wireless LANs,” Technical Report DIT020083, Dept. of Information and Comm. Technology, Univ. of Trento, 2002.
[32] T. Roos, P. Myllymaki, H. Tirri, P. Misikangas, and J. Sievanen, “A Probabilistic Approach to WLAN User Location Estimation,” Wireless Information Networks, vol. 9, no. 3, pp. 155164, 2002.
[33] S.H. Fang and T.N. Lin, “Indoor Localization by a Novel Probabilistic Approach,” Proc. IEEE Eighth Workshop Signal Processing Advances in Wireless Comm., pp. 14, 2007.
[34] D. Madigan, E. Einahrawy, R. Martin, W.H. Ju, P. Krishnan, and A. Krishnakumar, “Bayesian Indoor Positioning Systems,” Proc. IEEE INFOCOM, vol. 2, pp. 12171227, 2005.
[35] D. Fox, J. Hightower, L. Liao, and D. Schulz, “Bayesian Filtering for Location Estimation,” IEEE Pervasive Computing, vol. 2, no. 3, pp. 2433, JulySept. 2003.
[36] V. Seshadri, G. Zaruba, and M. Huber, “A Bayesian Sampling Approach to inDoor Localization of Wireless Devices Using Received Signal Strength Indication,” Proc. IEEE Int'l Conf. Pervasive Computing and Comm., pp. 7584, 2005.
[37] M. Youssef and A. Agrawala, “Handling Samples Correlation in the Horus System,” Proc. IEEE INFOCOM, pp. 10231031, 2004.
[38] M. Youssef and A. Agrawala, “The Horus WLAN Location Determination System,” Proc. Int'l Conf. Mobile Systems, Applications and Services, pp. 205218, 2005.
[39] M. Youssef and A. Agrawala, “The Horus Location Determination System,” Wireless Networks, vol. 14, no. 3, pp. 357374, 2008.
[40] Z. li Wu, C. hung Li, J.Y. Ng, and K.R. Leung, “Location Estimation via Support Vector Regression,” IEEE Trans. Mobile Computing, vol. 6, no. 3, pp. 311321, Mar. 2007.
[41] J. Pan, J. Kwok, Q. Yang, and Y. Chen, “Accurate and LowCost Location Estimation Using Kernels,” Proc. Int'l Joint Conf. Artificial Intelligent, pp. 13661370, 2005.
[42] J.J. Pan, J.T. Kwok, Q. Yang, and Y. Chen, “Multidimensional Vector Regression for Accurate and LowCost Location Estimation in Pervasive Computing,” IEEE Trans. Knowledge and Data Eng., vol. 18, no. 9, pp. 11811193, Sept. 2006.
[43] C. Nerguizian, C. Despins, and S. Affes, “Geolocation in Mines with an Impulse Response Fingerprinting Technique and Neural Networks,” Proc. Vehicular Technology Conf., pp. 35893594, 2004.
[44] C. Nerguizian, C. Despins, and S. Affes, “Geolocation in Mines with an Impulse Response Fingerprinting Technique and Neural Networks,” IEEE Trans. Wireless Comm., vol. 5, no. 3, pp. 603611, Mar. 2006.
[45] T. King, S. Kopf, T. Haenselmann, C. Lubberger, and W. Effelsberg, “Compass: A Probabilistic Indoor Positioning System Based on 802.11 and Digital Compasses,” Proc. Int'l Workshop Wireless Network Testbeds, Experimental Evaluation and Characterization, 2006.
[46] S. Golden and S. Bateman, “Sensor Measurements for WiFi Location with Emphasis on TimeofArrival Ranging,” IEEE Trans. Mobile Computing, vol. 6, no. 10, pp. 11851198, Oct. 2007.
[47] J. Yin, Q. Yang, and L.M. Ni, “Learning Adaptive Temporal Radio Maps for SignalStrengthBased Location Estimation,” IEEE Trans. Mobile Computing, vol. 7, no. 7, pp. 869883, July 2008.
[48] S.H. Fang, T.N. Lin, and P.C. Lin, “Location Fingerprinting in a Decorrelated Space,” IEEE Trans. Knowledge and Data Eng., vol. 20, no. 5, pp. 685691, May 2008.
[49] V. Otsason, A. Varshavsky, A. LaMarca, and E. de Lara, “Accurate GSM Indoor Localization,” Proc. Seventh Int'l Conf. Ubiquitous Computing , pp. 141158, 2005.
[50] S.H. Fang, J.C. Chen, H.R. Huang, and T.N. Lin, “Is FM a RfBased Positioning Solution in a MetropolitanScale Environment? A Probabilistic Approach with Radio Measurements Analysis,” IEEE Trans. Broadcasting, vol. 55, no. 3, pp. 577588, Sept. 2009.
[51] X. Chai and Q. Yang, “Reducing the Calibration Effort for Probabilistic Indoor Location Estimation,” IEEE Trans. Mobile Computing, vol. 6, no. 6, pp. 649662, June 2007.
[52] L.F.M. de Moraes and B.A.A. Nunes, “CalibrationFree WLAN Location System Based on Dynamic Mapping of Signal Strength,” Proc. ACM Int'l Workshop Mobility Management and Wireless Access, pp. 9299, 2006.
[53] E.A. Martínez, R. Cruz, and J. Favela, “Estimating User Location in a WLAN Using Backpropagation Neural Networks,” Proc. Ninth IberoAm. Conf. AI, pp. 737746, 2004.
[54] M.B. Kjærgaard, G. Treu, and C. LinnhoffPopien, “ZoneBased RSS Reporting for Location Fingerprinting,” Proc. Fifth Int'l Conf. Pervasive Computing, pp. 316333, 2007.
[55] K. Kaemarungsi, “Efficient Design of Indoor Positioning Systems Based on Location Fingerprinting,” Proc. Int'l Conf. Wireless Networks, Comm. and Mobile Computing, pp. 181186, 2005.
[56] Y. Xu, J. Winter, and W. Lee, “PredictionBased Strategies for Energy Saving in Object Tracking Sensor Networks,” Proc. IEEE Int'l Conf. Mobile Data Management, pp. 346357, 2004.
[57] Y. Xu and W. Lee, “On Localized Prediction for Power Efficient Object Tracking in Sensor Networks,” Proc. Int'l Conf. Distributed Computing Systems Workshop, pp. 434439, 2003.
[58] IEEE 802.11e/D5.0, Draft Supplement to Part 11: Wireless Medium Access Control (MAC) and Physical Layer (PHY) Specifications: Medium Access Control (MAC) Enhancements for Quality of Service (QoS), IEEE, 2003.
[59] M. Youssef, M. Abdallah, and A. Agrawala, “Multivariate Analysis for Probabilistic WLAN Location Determination Systems,” Proc. Int'l Conf. Mobile and Ubiquitous Systems: Networking and Services, pp. 353362, 2005.
[60] A. Haeberlen, E. Flannery, A.M. Ladd, A. Rudys, D.S. Wallach, and L.E. Kavraki, “Practical Robust Localization over LargeScale 802.11 Wireless Networks,” Proc. ACM MobiCom, 2004.
[61] J. Small, A. Smailagic, and D.P. Siewiorek, “Determining User Location for Context Aware Computing through the Use of a Wireless LAN Infrastructure,” technical report, Inst. for Complex Eng. Systems, Carnegie Mellon Univ., 2000.
[62] P. Krishnan, A. Krishnakumar, W.H. Ju, C. Mallows, and S. Gamt, “A System for LEASE: Location Estimation Assisted by Stationery Emitters for Indoor RF Wireless Networks,” Proc. IEEE INFOCOM, vol. 2, pp. 10011011, 2004.
[63] M. Youssef, Dept. of Computer Science, Univ. of Maryland, http://www.cs.umd.edu/usersmoustafa, 2001.
[64] M. Brunato and R. Battiti, “Statistical Learning Theory for Location Fingerprinting in Wireless LANs,” Computer Networks, vol. 47, no. 6, pp. 825845, 2005.
[65] V. Honkavirta, T. Perala, S. AliLoytty, and R. Piche, “A Comparative Survey of Wlan Location Fingerprinting Methods,” Proc. Sixth Workshop Positioning, Navigation and Comm., pp. 243251, 2009.
[66] P. Castro, P. Chiu, T. Kremenek, and R.R. Muntz, “A Probabilistic Room Location Service for Wireless Networked Environments,” Proc. Int'l Conf. Ubiquitous Computing, pp. 1834, 2001.
[67] A. Ladd, K. Bekris, G. Marceau, A. Rudys, L. Kavraki, and D. Wallach, “RoboticsBased Location Sensing Using Wireless Ethernet,” Technical Report TR02393, Dept. of Computer Science, Rice Univ., 2002.
[68] K. Kaemarungsi and P. Krishnamurthy, “Properties of Indoor Received Signal Strength for WLAN Location Fingerprinting,” Proc. First Ann. Int'l Conf. Mobile and Ubiquitous Systems: Networking and Services, pp. 1423, 2004.
[69] K. Kaemarungsi, “Distribution of WLAN Received Signal Strength Indication for Indoor Location Determination,” Proc. Int'l Symp. Wireless Pervasive Computing, p. 6, 2006.
[70] P. Castro and R. Munz, “Managing Context Data for Smart Spaces,” IEEE Personal Comm., vol. 7, no. 5, pp. 4446, Oct. 2000.