메뉴 건너뛰기




Volumn 3, Issue 5, 2009, Pages 860-873

RSSI-Based indoor localization and tracking using sigma-point kalman smoothers

Author keywords

Bayesian inference; Indoor tracking; Received signal strength indication (RSSI) based localization; Sigma point Kalman filter; Sigma point Kalman smoother; State estimation

Indexed keywords

BAYESIAN INFERENCE; INDOOR TRACKING; KALMAN SMOOTHER; RECEIVED SIGNAL STRENGTH INDICATION; SIGMA-POINT KALMAN FILTERS;

EID: 78649312099     PISSN: 19324553     EISSN: None     Source Type: Journal    
DOI: 10.1109/JSTSP.2009.2032309     Document Type: Article
Times cited : (271)

References (56)
  • 2
    • 0033872896 scopus 로고    scopus 로고
    • RADAR: An in-building RF-based user location and tracking system
    • P. Bahl and V. Padmanabhan, "Radar: An in-building RF-based user location and tracking system," in Proc. IEEE Infocomm'00, Apr. 2000, pp. 775-784. (Pubitemid 30584527)
    • (2000) Proceedings - IEEE INFOCOM , vol.2 , pp. 775-784
    • Bahl Paramvir1    Padmanabhan Venkata, N.2
  • 4
    • 33847770958 scopus 로고    scopus 로고
    • Particle filters for location estimation in ubiquitous computing: A case study
    • J. Hightower and G. Borriello, "Particle filters for location estimation in ubiquitous computing: A case study," in Proc. Int. Conf. Ubiquitous Comput. (UBICOMP), 2004, pp. 88-106.
    • (2004) Proc. Int. Conf. Ubiquitous Comput. (UBICOMP) , pp. 88-106
    • Hightower, J.1    Borriello, G.2
  • 5
    • 84871602485 scopus 로고    scopus 로고
    • [Online]. Available:
    • [Online]. Available: http://www.sonitor.com
  • 9
    • 84871576432 scopus 로고    scopus 로고
    • [Online]. Available:
    • [Online]. Available: http://www.ekahau.com
  • 10
    • 84871580070 scopus 로고    scopus 로고
    • [Online]. Available:
    • [Online]. Available: http://www.ubisense.net
  • 11
    • 2342482396 scopus 로고    scopus 로고
    • Super-resolution toa estimation with diversity for indoor geolocation
    • X. Li and K. Pahlavan, "Super-resolution TOA estimation with diversity for indoor geolocation," IEEE Trans. Wireless Communications, vol. 3, pp. 224-234, 2004.
    • (2004) IEEE Trans. Wireless Communications , vol.3 , pp. 224-234
    • Li, X.1    Pahlavan, K.2
  • 14
    • 8344259099 scopus 로고    scopus 로고
    • Modeling of indoor positioing systems based on location fingerprinting
    • K. Kaemarungsi and P. Krishnamurthy, "Modeling of indoor positioing systems based on location fingerprinting," in Proc. INFOCOM, 2004, vol. 2, pp. 1012-1022.
    • (2004) Proc. INFOCOM , vol.2 , pp. 1012-1022
    • Kaemarungsi, K.1    Krishnamurthy, P.2
  • 17
    • 10644263665 scopus 로고    scopus 로고
    • A wireless lan-based indoor positioning technology
    • Z. Xiang, S. Song, J. Chen, H.Wang, J. Huang, and X. Gao, "A wireless lan-based indoor positioning technology," IBM J. Res. Develop., vol. 48, no. 5/6, pp. 617-626, 2004.
    • (2004) IBM J. Res. Develop , vol.48 , Issue.5-6 , pp. 617-626
    • Xiang, Z.1    Song, S.2    Chen, J.3    Wang, H.4    Huang, J.5    Gao, X.6
  • 26
    • 84864765652 scopus 로고    scopus 로고
    • Gaussian processes for signal strength-based location estimation
    • B. Ferris, D. Haehnel, and D. Fox, "Gaussian processes for signal strength-based location estimation," in Proc. Robot.: Sci. Syst., 2006.
    • (2006) Proc. Robot.: Sci. Syst
    • Ferris, B.1    Haehnel, D.2    Fox, D.3
  • 27
    • 29344452740 scopus 로고    scopus 로고
    • Large-scale localization from wireless signal strength
    • Proceedings of the 20th National Conference on Artificial Intelligence and the 17th Innovative Applications of Artificial Intelligence Conference, AAAI-05/IAAI-05
    • J. Letchner, D. Fox, and A. LaMarce, "Large-scale localization from wireless signal strength," in Proc. National Conf. Artif. Intell. (AAAI-05), 2005, pp. 15-20. (Pubitemid 43006748)
    • (2005) Proceedings of the National Conference on Artificial Intelligence , vol.1 , pp. 15-20
    • Letchner, J.1    Fox, D.2    LaMarca, A.3
  • 30
    • 0034271343 scopus 로고    scopus 로고
    • Adaptive extended kalman filter (aekf)-based mobile robot localization using sonar
    • Q. Meng, Y. Sun, and Z. Cao, "Adaptive extended Kalman filter (aekf)-based mobile robot localization using sonar," Robotica, vol. 18, pp. 459-473, 2000.
    • (2000) Robotica , vol.18 , pp. 459-473
    • Meng, Q.1    Sun, Y.2    Cao, Z.3
  • 32
    • 0026819732 scopus 로고
    • 914 Mhz path loss prediction models for indoor wireless communications in multifloored buildings
    • Feb
    • S. Seidal and T. Rappaport, "914 MHz path loss prediction models for indoor wireless communications in multifloored buildings," IEEE Trans. Antennas Propag., vol. 40, no. 2, pp. 207-217, Feb. 1992.
    • (1992) IEEE Trans. Antennas Propag , vol.40 , Issue.2 , pp. 207-217
    • Seidal, S.1    Rappaport, T.2
  • 37
    • 3042649685 scopus 로고    scopus 로고
    • Sigma-point kalman filters for probabilistic inference in dynamic state-space models
    • Jun
    • R. Van Der Merwe and E. Wan, "Sigma-point Kalman filters for probabilistic inference in dynamic state-space models," in Proc. Workshop Adv. Mach. Learn., Jun. 2003.
    • (2003) Proc. Workshop Adv. Mach. Learn
    • Van Der Merwe, R.1    Wan, E.2
  • 39
    • 0034326226 scopus 로고    scopus 로고
    • New developments in state estimation for nonlinear systems
    • Nov
    • M. Norgaard, N. Poulsen, and O. Ravn, "New developments in state estimation for nonlinear systems," Automatica, vol. 36, pp. 1627-1638, Nov. 2000.
    • (2000) Automatica , vol.36 , pp. 1627-1638
    • Norgaard, M.1    Poulsen, N.2    Ravn, O.3
  • 42
  • 43
    • 27744516310 scopus 로고    scopus 로고
    • Performance comparison of the extended and the unscented kalman filter for integrated gps and mems
    • E. Shin, X. Niu, and N. El-Sheimy, "Performance comparison of the extended and the unscented Kalman filter for integrated gps and mems," in Proc. ION, National Tech. Meeting, NTM, 2005.
    • (2005) Proc. ION, National Tech. Meeting, NTM
    • Shin, E.1    Niu, X.2    El-Sheimy, N.3
  • 45
    • 55349108885 scopus 로고    scopus 로고
    • Wi-fi based indoor localization and tracking using sigma-point kaman filtering methods
    • A. Paul and E. Wan, "Wi-Fi based indoor localization and tracking using sigma-point kaman filtering methods," in Proc. IEEE/ION Pos. Loc. Nav. Symp. (PLANS 2008), 2008.
    • (2008) Proc. IEEE/ION Pos. Loc. Nav. Symp. (PLANS , vol.2008
    • Paul, A.1    Wan, E.2
  • 46
    • 0035765528 scopus 로고    scopus 로고
    • A survey of maneuvering target tracking-part ii
    • San Diego, CA, Jul.-Aug
    • X. Li and V. Jilkov, "A survey of maneuvering target tracking-part ii," in Proc. SPIE Conf. Signal Data Process. Small Targets, San Diego, CA, Jul.-Aug. 2001, vol. 4473, pp. 559-581.
    • (2001) Proc. SPIE Conf. Signal Data Process. Small Targets , vol.4473 , pp. 559-581
    • Li, X.1    Jilkov, V.2
  • 47
    • 1642354326 scopus 로고    scopus 로고
    • Survey of maneuvering target tracking-part i: Dynamic models
    • Oct
    • X. Li and V. Jilkov, "Survey of maneuvering target tracking-part i: Dynamic models," IEEE Trans. Aerosp. Electron. Syst., vol. 39, no. 4, pp. 1333-1364, Oct. 2003.
    • (2003) IEEE Trans. Aerosp. Electron. Syst , vol.39 , Issue.4 , pp. 1333-1364
    • Li, X.1    Jilkov, V.2
  • 50
    • 85024429815 scopus 로고
    • A new approach to linear filtering and prediction problems
    • Mar
    • R. Kalman, "A new approach to linear filtering and prediction problems," Trans. ASME, J. Basic Eng., vol. 82, pp. 35-45, Mar. 1960.
    • (1960) Trans. ASME, J. Basic Eng , vol.82 , pp. 35-45
    • Kalman, R.1
  • 51
    • 21244437999 scopus 로고    scopus 로고
    • Unscented filtering and nonlinear estimation
    • DOI 10.1109/JPROC.2003.823141, Sequential State Estimation: From Kalman Filters to Particles Filters
    • S. J. Julier and J. K. Uhlmann, "Unscented filtering and nonlinear estimation," Proc. IEEE, vol. 92, pp. 401-422, Mar. 2004. (Pubitemid 40890750)
    • (2004) Proceedings of the IEEE , vol.92 , Issue.3 , pp. 401-422
    • Julier, S.J.1    Uhlmann, J.K.2
  • 53
    • 0014550620 scopus 로고
    • The optimum linear smoother as a combination of two optimum linear filters
    • Aug
    • D. Fraser and J. Potter, "The optimum linear smoother as a combination of two optimum linear filters," IEEE Trans. Autom. Control, vol. 14, no. 4, pp. 387-390, Aug. 1969.
    • (1969) IEEE Trans. Autom. Control , vol.14 , Issue.4 , pp. 387-390
    • Fraser, D.1    Potter, J.2
  • 54
    • 21644483999 scopus 로고
    • Maximum likelihood estimates of linear dynamic systems
    • H. Rauch, F. Tung, and C. Striebel, "Maximum likelihood estimates of linear dynamic systems," AIAA, vol. 3, no. 8, pp. 1445-1450, 1965.
    • (1965) AIAA , vol.3 , Issue.8 , pp. 1445-1450
    • Rauch, H.1    Tung, F.2    Striebel, C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.