메뉴 건너뛰기




Volumn 18, Issue 9, 2006, Pages 1181-1193

Multidimensional vector regression for accurate and low-cost location estimation in pervasive computing

Author keywords

Correlation and regression analysis; Location dependent and sensitive; Pervasive computing

Indexed keywords

CORRELATION AND REGRESSION ANALYSIS; KERNEL CANONICAL CORRELATION ANALYSIS (KCCA); LOCATION-DEPENDENT AND SENSITIVE; PERVASIVE COMPUTING; PROBABILISTIC MODELS; VECTOR REGRESSION; WIRELESS LOCAL AREA NETWORK (WLAN);

EID: 33746899028     PISSN: 10414347     EISSN: None     Source Type: Journal    
DOI: 10.1109/TKDE.2006.145     Document Type: Article
Times cited : (106)

References (45)
  • 1
    • 19944365876 scopus 로고    scopus 로고
    • Techniques for efficient road-network-based tracking of moving objects
    • A. Civilis, C. Jensen, and S. Pakalnis, "Techniques for Efficient Road-Network-Based Tracking of Moving Objects," IEEE Trans. Knowkdge and Data Eng., vol. 17, pp. 698-712, 2005.
    • (2005) IEEE Trans. Knowkdge and Data Eng. , vol.17 , pp. 698-712
    • Civilis, A.1    Jensen, C.2    Pakalnis, S.3
  • 4
    • 0033872896 scopus 로고    scopus 로고
    • RADAR: An in-building RF-based user location and tracking system
    • citeseer.ist.psu.edu/bahl00radar.html
    • P. Bahl and V. Padmanabhan, "RADAR: An In-Building RF-Based User Location and Tracking System," Proc. Conf. Computer Comm., vol. 2, pp. 775-784, 2000, citeseer.ist.psu.edu/bahl00radar.html.
    • (2000) Proc. Conf. Computer Comm. , vol.2 , pp. 775-784
    • Bahl, P.1    Padmanabhan, V.2
  • 5
    • 4143106830 scopus 로고    scopus 로고
    • Robust location using system dynamics and motion constraints
    • June
    • C. Gentile and L. Berndt, "Robust Location Using System Dynamics and Motion Constraints," Proc. IEEE Int'l Conf. Comm., pp. 1360-1364, June 2004.
    • (2004) Proc. IEEE Int'l Conf. Comm. , pp. 1360-1364
    • Gentile, C.1    Berndt, L.2
  • 12
    • 33746902267 scopus 로고    scopus 로고
    • Robust indoor location estimation of stationary and mobile users
    • Y. Gwon, R. Jain, and T. Kawahara, "Robust Indoor Location Estimation of Stationary and Mobile Users," Proc. Conf. Computer Comm., 2004.
    • (2004) Proc. Conf. Computer Comm.
    • Gwon, Y.1    Jain, R.2    Kawahara, T.3
  • 13
    • 8344259099 scopus 로고    scopus 로고
    • Modeling of indoor positioning systems based on location fingerprinting
    • K. Kaemarungsi and P. Krishnamurthy, "Modeling of Indoor Positioning Systems Based on Location Fingerprinting," Proc. IEEE Int'l Conf. Computer Comm., no. 1, pp. 1013-1023, 2004.
    • (2004) Proc. IEEE Int'l Conf. Computer Comm. , Issue.1 , pp. 1013-1023
    • Kaemarungsi, K.1    Krishnamurthy, P.2
  • 16
    • 33746908064 scopus 로고    scopus 로고
    • A system for LEASE: Location estimation assisted by stationary emitters for indoor RF wireless networks
    • P. Krishnan, A.S. Krishnakumar, W. Jun, C. Mallows, and S. Ganu, "A System for LEASE: Location Estimation Assisted by Stationary Emitters for Indoor RF Wireless Networks," Proc. Conf. Computer Comm., 2004.
    • (2004) Proc. Conf. Computer Comm.
    • Krishnan, P.1    Krishnakumar, A.S.2    Jun, W.3    Mallows, C.4    Ganu, S.5
  • 20
    • 0036817939 scopus 로고    scopus 로고
    • Location sensing and privacy in a context-aware computing environment
    • Oct.
    • A. Smailagic and D. Kogan, "Location Sensing and Privacy in a Context-Aware Computing Environment," IEEE Wireless Comm., vol. 9, no. 5, pp. 10-17, Oct. 2002.
    • (2002) IEEE Wireless Comm. , vol.9 , Issue.5 , pp. 10-17
    • Smailagic, A.1    Kogan, D.2
  • 23
    • 0012063711 scopus 로고    scopus 로고
    • A statistical modeling approach to location estimation
    • T. Roos, P. Myllymaki, and H. Tirri, "A Statistical Modeling Approach to Location Estimation," IEEE Trans. Mobile Computing, vol. 1, no. 1, pp. 59-69, 2002.
    • (2002) IEEE Trans. Mobile Computing , vol.1 , Issue.1 , pp. 59-69
    • Roos, T.1    Myllymaki, P.2    Tirri, H.3
  • 25
    • 33746933126 scopus 로고    scopus 로고
    • Cambridge: Cambridge Univ. Press
    • A. Goldsmith, Wireless Comm. Cambridge: Cambridge Univ. Press, 2005.
    • (2005) Wireless Comm
    • Goldsmith, A.1
  • 26
    • 0027627694 scopus 로고
    • The indoor radio propagation channel
    • H. Hashemi, "The Indoor Radio Propagation Channel," Proc. IEEE, vol. 81, no. 7, pp. 943-968, 1993.
    • (1993) Proc. IEEE , vol.81 , Issue.7 , pp. 943-968
    • Hashemi, H.1
  • 28
    • 0003676495 scopus 로고    scopus 로고
    • Enhancements to the RADAR user location and tracking system
    • Microsoft Research, Feb.
    • P. Bahl, A. Balachandran, and V. Padmanabhan, "Enhancements to the RADAR User Location and Tracking System," Microsoft Research, technical report, Feb. 2000.
    • (2000) Technical Report
    • Bahl, P.1    Balachandran, A.2    Padmanabhan, V.3
  • 31
    • 14544299611 scopus 로고    scopus 로고
    • On learning vector-valued functions
    • C.A. Micchelli and M. Pontil, "On Learning Vector-Valued Functions," Neural Computation, vol. 17, pp. 177-204, 2005.
    • (2005) Neural Computation , vol.17 , pp. 177-204
    • Micchelli, C.A.1    Pontil, M.2
  • 33
    • 0000927638 scopus 로고    scopus 로고
    • Predicting multivariate responses in multiple linear regression
    • L. Breiman and J. Friedman, "Predicting Multivariate Responses in Multiple Linear Regression," J. Royal Statistics Soc., vol. 59, pp. 3-37, 1997.
    • (1997) J. Royal Statistics Soc. , vol.59 , pp. 3-37
    • Breiman, L.1    Friedman, J.2
  • 35
    • 0001098205 scopus 로고
    • Estimation of principal components and related models by iterative least squares
    • P.R. Krishnaiaah, ed., New York: Academic Press
    • H. Wold, "Estimation of Principal Components and Related Models by Iterative Least Squares," Multivariate Analysis, P.R. Krishnaiaah, ed., pp. 391-420, New York: Academic Press, 1966.
    • (1966) Multivariate Analysis , pp. 391-420
    • Wold, H.1
  • 36
    • 0038259120 scopus 로고    scopus 로고
    • Kernel partial least squares regression in reproducing kernel hilbert space
    • R. Rosipal and L.J. Trejo, "Kernel Partial Least Squares Regression in Reproducing Kernel Hilbert Space," J. Machine Learning Research, vol. 2, pp. 97-123, 2001.
    • (2001) J. Machine Learning Research , vol.2 , pp. 97-123
    • Rosipal, R.1    Trejo, L.J.2
  • 37
    • 0000107975 scopus 로고
    • Relations between two sets of variates
    • H. Hotelling, "Relations between Two Sets of Variates," Biome-trika, vol. 28, pp. 312-377, 1936.
    • (1936) Biome-trika , vol.28 , pp. 312-377
    • Hotelling, H.1
  • 38
    • 10044285992 scopus 로고    scopus 로고
    • Canonical correlation analysis: An overview with application to learning methods
    • D. Hardoon, S. Szedmak, and J. Shawe-Taylor, "Canonical Correlation Analysis: An Overview with Application to Learning Methods," Neural Computation, vol. 16, pp. 2639-2664, 2004.
    • (2004) Neural Computation , vol.16 , pp. 2639-2664
    • Hardoon, D.1    Szedmak, S.2    Shawe-Taylor, J.3
  • 40
    • 0038259114 scopus 로고    scopus 로고
    • Classes of kernels for machine learning: A statistics perspective
    • M.G. Genton, "Classes of Kernels for Machine Learning: A Statistics Perspective," J. Machine Learning Research, vol. 2, pp. 299-312, 2001.
    • (2001) J. Machine Learning Research , vol.2 , pp. 299-312
    • Genton, M.G.1
  • 42
    • 33744932015 scopus 로고    scopus 로고
    • GPPS: A gaussian process positioning system for cellular networks
    • S. Thrun, L. Saul, and B. Scholkopf, eds. Cambridge, Mass.: MIT Press
    • A. Schwaighofer, M. Grigoras, V. Tresp, and C. Hoffmann, "GPPS: A Gaussian Process Positioning System for Cellular Networks," Advances in Neural Information Processing Systems 16, S. Thrun, L. Saul, and B. Scholkopf, eds. Cambridge, Mass.: MIT Press, 2004.
    • (2004) Advances in Neural Information Processing Systems , vol.16
    • Schwaighofer, A.1    Grigoras, M.2    Tresp, V.3    Hoffmann, C.4
  • 43
    • 14644436970 scopus 로고    scopus 로고
    • Statistical learning theory for location fingerprinting in wireless LANs
    • M. Brunato and R. Battiti, "Statistical Learning Theory for Location Fingerprinting in Wireless LANs," Computer Networks, vol. 47, no. 6, pp. 825-845, 2005.
    • (2005) Computer Networks , vol.47 , Issue.6 , pp. 825-845
    • Brunato, M.1    Battiti, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.