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Volumn 44, Issue 6, 2014, Pages 922-935

A reduced-complexity data-fusion algorithm using belief propagation for location tracking in heterogeneous observations

Author keywords

Bayesian filtering; data fusion; error propagation; location estimation and tracking; sum product algorithm; wireless communication

Indexed keywords

COMPUTATIONAL COMPLEXITY; DATA FUSION; ITERATIVE METHODS; MESSAGE PASSING; STATE SPACE METHODS; TRACKING (POSITION); WIRELESS TELECOMMUNICATION SYSTEMS;

EID: 84901288753     PISSN: 21682267     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCYB.2013.2276749     Document Type: Article
Times cited : (26)

References (47)
  • 2
    • 42549107570 scopus 로고    scopus 로고
    • Location-based services: Back to the future
    • DOI 10.1109/MPRV.2008.34, 4487093
    • P. Bellavista, A. Kupper, and S. Hela, "Location-based services: Back to the future," IEEE Pervasive Comput., vol. 7, no. 2, pp. 85-89, Apr.-Jun. 2008. (Pubitemid 351575126)
    • (2008) IEEE Pervasive Computing , vol.7 , Issue.2 , pp. 85-89
    • Bellavista, P.1    Kupper, A.2    Helal, S.3
  • 3
    • 61449084722 scopus 로고    scopus 로고
    • Will mobile computing's future be location, location, location?
    • Feb.
    • S. J. Vaughan-Nichols, "Will mobile computing's future be location, location, location?," IEEE Comput. Mag., vol. 42, no. 2, pp. 14-17, Feb. 2009.
    • (2009) IEEE Comput. Mag. , vol.42 , Issue.2 , pp. 14-17
    • Vaughan-Nichols, S.J.1
  • 4
    • 43949107531 scopus 로고    scopus 로고
    • Signal processing for location estimation and tracking in wireless environments
    • article no. 356546
    • R. J. Barton, R. Zheng, S. Gezici, and V. V. Veeravalli, "Signal processing for location estimation and tracking in wireless environments," EURASIP J. Adv. Signal Process., vol. 2008, article no. 356546, pp. 1-3, 2008.
    • (2008) EURASIP J. Adv. Signal Process. , vol.2008 , pp. 1-3
    • Barton, R.J.1    Zheng, R.2    Gezici, S.3    Veeravalli, V.V.4
  • 5
    • 0036472401 scopus 로고    scopus 로고
    • Indoor geolocation science and technology
    • DOI 10.1109/35.983917
    • K. Pahlavan, X. Li, and J. P. Makela, "Indoor geolocation science and technology," IEEE Commun. Mag., vol. 40, no. 2, pp. 112-118, Feb. 2002. (Pubitemid 34191679)
    • (2002) IEEE Communications Magazine , vol.40 , Issue.2 , pp. 112-118
    • Pahlavan, K.1    Li, X.2    Makela, J.-P.3
  • 6
    • 80053284290 scopus 로고    scopus 로고
    • Reduced-complexity scheme using alpha-beta filtering for location tracking
    • Sep.
    • Y.-S. Chiou, C.-L. Wang, and S.-C. Yeh, "Reduced-complexity scheme using alpha-beta filtering for location tracking," IET Commun., vol. 5, no. 13, pp. 1806-1813, Sep. 2011.
    • (2011) IET Commun. , vol.5 , Issue.13 , pp. 1806-1813
    • Chiou, Y.-S.1    Wang, C.-L.2    Yeh, S.-C.3
  • 8
    • 70349091357 scopus 로고    scopus 로고
    • Semiautonomous indoor positioning using MEMS-based inertial measurement units and building information
    • G. Glanzer, T. Bernoulli, T. Wiessflecker, and U. Walder, "Semiautonomous indoor positioning using MEMS-based inertial measurement units and building information," in Proc. IEEE WPNC, 2009, pp. 135-139.
    • (2009) Proc. IEEE WPNC , pp. 135-139
    • Glanzer, G.1    Bernoulli, T.2    Wiessflecker, T.3    Walder, U.4
  • 9
    • 84901266567 scopus 로고    scopus 로고
    • Microstrain Inc. [Online]
    • Microstrain Inc. [Online]. Available: http://www.microstrain.com/ inertial.aspx
  • 10
    • 33646520305 scopus 로고    scopus 로고
    • The rise of the smart phone
    • article no. 0603-03003, Mar.
    • P. Zheng and L. M. Ni, "The rise of the smart phone," IEEE Distributed Syst. Online, vol. 7, no. 3, article no. 0603-03003, Mar. 2006.
    • (2006) IEEE Distributed Syst. Online , vol.7 , Issue.3
    • Zheng, P.1    Ni, L.M.2
  • 11
    • 84655176645 scopus 로고    scopus 로고
    • Smartphone-based collaborative and autonomous radio fingerprinting
    • Jan.
    • Y. Kim, Y. Chon, and H. Cha, "Smartphone-based collaborative and autonomous radio fingerprinting," IEEE Trans. Syst., Man, Cybern. C, Appl. Rev., vol. 42, no. 1, pp. 112-122, Jan. 2012.
    • (2012) IEEE Trans. Syst., Man, Cybern. C, Appl. Rev. , vol.42 , Issue.1 , pp. 112-122
    • Kim, Y.1    Chon, Y.2    Cha, H.3
  • 14
    • 84901275635 scopus 로고    scopus 로고
    • Kalman filter tutorial
    • Mar.
    • E. Stansfield, "Kalman filter tutorial," in Proc. IEE ASPC, Mar. 2001, pp. 1-7.
    • (2001) Proc. IEE ASPC , pp. 1-7
    • Stansfield, E.1
  • 15
    • 77957893684 scopus 로고    scopus 로고
    • An adaptive location estimator using tracking algorithms for indoor WLANs
    • Oct.
    • Y.-S. Chiou, C.-L. Wang, and S.-C. Yeh, "An adaptive location estimator using tracking algorithms for indoor WLANs," ACM Wireless Netw., vol. 16, no. 7, pp. 1987-2012, Oct. 2010.
    • (2010) ACM Wireless Netw. , vol.16 , Issue.7 , pp. 1987-2012
    • Chiou, Y.-S.1    Wang, C.-L.2    Yeh, S.-C.3
  • 16
    • 75449103579 scopus 로고    scopus 로고
    • Intelligent dynamic radio tracking in indoor wireless local area networks
    • Mar.
    • A. Kushki, K. N. Plataniotisand, and A. N. Venetsanopoulos, "Intelligent dynamic radio tracking in indoor wireless local area networks," IEEE Trans. Mobile Comput., vol. 9, no. 3, pp. 405-419, Mar. 2010.
    • (2010) IEEE Trans. Mobile Comput. , vol.9 , Issue.3 , pp. 405-419
    • Kushki, A.1    Plataniotisand, K.N.2    Venetsanopoulos, A.N.3
  • 17
    • 65649130452 scopus 로고    scopus 로고
    • Design of an adaptive positioning system based on WiFi radio signals
    • May
    • Y.-S. Chiou, C.-L. Wang, S.-C. Yeh, and M.-Y. Su, "Design of an adaptive positioning system based on WiFi radio signals," Elsevier Computer Commun., vol. 32, pp. 1245-1254, May 2009.
    • (2009) Elsevier Computer Commun. , vol.32 , pp. 1245-1254
    • Chiou, Y.-S.1    Wang, C.-L.2    Yeh, S.-C.3    Su, M.-Y.4
  • 18
    • 64049110860 scopus 로고    scopus 로고
    • Mobile location estimator in a rough wireless environment using extended Kalmanbased IMM and data fusion
    • Mar.
    • B.-S. Chen, C.-Y. Yang, F.-K. Liao, and J.-F. Liao, "Mobile location estimator in a rough wireless environment using extended Kalmanbased IMM and data fusion," IEEE Trans. Veh. Tech., vol. 58, no. 3, pp. 1157-1169, Mar. 2009.
    • (2009) IEEE Trans. Veh. Tech. , vol.58 , Issue.3 , pp. 1157-1169
    • Chen, B.-S.1    Yang, C.-Y.2    Liao, F.-K.3    Liao, J.-F.4
  • 19
    • 54049156157 scopus 로고    scopus 로고
    • Target detection and tracking with heterogeneous sensors
    • Aug.
    • H. Zhou, M. Taj, and A. Cavallaro, "Target detection and tracking with heterogeneous sensors," IEEE J. Sel. Topics Signal Process., vol. 2, no. 4, pp. 503-513, Aug. 2008.
    • (2008) IEEE J. Sel. Topics Signal Process. , vol.2 , Issue.4 , pp. 503-513
    • Zhou, H.1    Taj, M.2    Cavallaro, A.3
  • 20
    • 75449102971 scopus 로고    scopus 로고
    • Location and navigation support for emergency responders: A survey
    • Jan.-Mar.
    • C. Fischer and H. Gellersen, "Location and navigation support for emergency responders: A survey," IEEE Pervasive Comput., vol. 9, no. 1, pp. 38-47, Jan.-Mar. 2010.
    • (2010) IEEE Pervasive Comput. , vol.9 , Issue.1 , pp. 38-47
    • Fischer, C.1    Gellersen, H.2
  • 21
    • 84880676522 scopus 로고    scopus 로고
    • Reduced-complexity tracking scheme based on adaptive weighting for location estimation
    • May
    • C.-L. Wang, Y.-S. Chiou, and F. Tsai, "Reduced-complexity tracking scheme based on adaptive weighting for location estimation," IET Commun., vol. 7, no. 7, pp. 673-684, May 2013.
    • (2013) IET Commun. , vol.7 , Issue.7 , pp. 673-684
    • Wang, C.-L.1    Chiou, Y.-S.2    Tsai, F.3
  • 22
    • 0014552637 scopus 로고
    • Treatment of bias in recursive filtering
    • Aug.
    • B. Friedland, "Treatment of bias in recursive filtering," IEEE Trans. Automat. Control, vol. 14, no. 4, pp. 359-367, Aug. 1969.
    • (1969) IEEE Trans. Automat. Control , vol.14 , Issue.4 , pp. 359-367
    • Friedland, B.1
  • 23
    • 0032657346 scopus 로고    scopus 로고
    • Optimal solution of the two-stage Kalman estimator
    • Jan.
    • C.-S. Hsieh and F.-C. Chen, "Optimal solution of the two-stage Kalman estimator," IEEE Trans. Automat. Control, vol. 44, no. 1, pp. 194-199, Jan. 1999.
    • (1999) IEEE Trans. Automat. Control , vol.44 , Issue.1 , pp. 194-199
    • Hsieh, C.-S.1    Chen, F.-C.2
  • 24
    • 0034317965 scopus 로고    scopus 로고
    • Optimal multistage Kalman estimators
    • DOI 10.1109/9.887678
    • F.-C. Chen and C.-S. Hsieh, "Optimal multistage Kalman estimators," IEEE Trans. Automat. Control vol. 45, no. 11, pp. 2182-2188, Nov. 2000. (Pubitemid 32085244)
    • (2000) IEEE Transactions on Automatic Control , vol.45 , Issue.11 , pp. 2182-2188
    • Chen, F.-C.1    Hsieh, C.-S.2
  • 25
    • 0019634425 scopus 로고
    • Simple tracking filters: Closed-form solutions
    • Nov.
    • R. J. Fitzgerald, "Simple tracking filters: Closed-form solutions," IEEE Trans. Aerospace Electron. Syst., vol. 17, no. 6, pp. 781-785, Nov. 1981.
    • (1981) IEEE Trans. Aerospace Electron. Syst. , vol.17 , Issue.6 , pp. 781-785
    • Fitzgerald, R.J.1
  • 27
    • 67651146653 scopus 로고    scopus 로고
    • A novel indoor RSS-based position location algorithm using factor graphs
    • Jun.
    • C.-T. Huang, C.-H. Wu, Y.-N. Lee, and J.-T. Chen, "A novel indoor RSS-based position location algorithm using factor graphs," IEEE Trans. Wireless Commun., vol. 8, no. 6, pp. 3050-3058, Jun. 2009.
    • (2009) IEEE Trans. Wireless Commun. , vol.8 , Issue.6 , pp. 3050-3058
    • Huang, C.-T.1    Wu, C.-H.2    Lee, Y.-N.3    Chen, J.-T.4
  • 28
    • 44949098126 scopus 로고    scopus 로고
    • TDOA positioning based on factor graphs
    • Sep.
    • C. Mensing and S. Plass, "TDOA positioning based on factor graphs," in Proc. IEEE PIMRC, Sep. 2006, pp. 1-5.
    • (2006) Proc. IEEE PIMRC , pp. 1-5
    • Mensing, C.1    Plass, S.2
  • 29
    • 70450174784 scopus 로고    scopus 로고
    • Non-line-of-sight mobile positioning using factor graphs
    • Mar.
    • H. Liu, F. K. W. Chan, and H. C. So, "Non-line-of-sight mobile positioning using factor graphs," IEEE Trans. Vehicular Tech., vol. 58, no. 9, pp. 5279-5283, Mar. 2009.
    • (2009) IEEE Trans. Vehicular Tech. , vol.58 , Issue.9 , pp. 5279-5283
    • Liu, H.1    Chan, F.K.W.2    So, H.C.3
  • 30
    • 0001238592 scopus 로고
    • Bayesian updating and belief functions
    • Sep.-Oct.
    • J.-Y. Jaffray, "Bayesian updating and belief functions," IEEE Trans. Syst., Man, Cybern., vol. 22, no. 5, pp. 1144-1152, Sep.-Oct. 1992.
    • (1992) IEEE Trans. Syst., Man, Cybern. , vol.22 , Issue.5 , pp. 1144-1152
    • Jaffray, J.-Y.1
  • 31
    • 77956672877 scopus 로고    scopus 로고
    • State estimation using interval analysis and belief-function theory: Application to dynamic vehicle localization
    • Oct.
    • G. Nassreddine, F. Abdallah, and T. Denoeux, "State estimation using interval analysis and belief-function theory: Application to dynamic vehicle localization," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 40, no. 5, pp. 1205-1218, Oct. 2010.
    • (2010) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.40 , Issue.5 , pp. 1205-1218
    • Nassreddine, G.1    Abdallah, F.2    Denoeux, T.3
  • 32
    • 34548275047 scopus 로고    scopus 로고
    • A probabilistic approach to tracking moving targets with distributed sensors
    • DOI 10.1109/TSMCA.2007.902658
    • W. Zhang, "A probabilistic approach to tracking moving targets with distributed sensors," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol. 37, no. 5, pp. 721-731, Sep. 2007. (Pubitemid 47323536)
    • (2007) IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans , vol.37 , Issue.5 , pp. 721-731
    • Zhang, W.1
  • 33
    • 44649107771 scopus 로고    scopus 로고
    • An overview of existing methods and recent advances in sequential Monte Carlo
    • May
    • O. Cappé, S. J. Godsill, and E. Moulines, "An overview of existing methods and recent advances in sequential Monte Carlo," Proc. IEEE, vol. 95, no. 5, pp. 899-924, May 2007.
    • (2007) Proc. IEEE , vol.95 , Issue.5 , pp. 899-924
    • Cappé, O.1    Godsill, S.J.2    Moulines, E.3
  • 35
    • 38849110321 scopus 로고    scopus 로고
    • The factor graph approach to model-based signal processing
    • Jun.
    • H. A. Loeliger, J. Dauwels, H. Junli, S. Korl, L. Ping, and F. R. Kschischang, "The factor graph approach to model-based signal processing," Proc. IEEE, vol. 95, no. 6, pp. 1295-1322, Jun. 2007.
    • (2007) Proc. IEEE , vol.95 , Issue.6 , pp. 1295-1322
    • Loeliger, H.A.1    Dauwels, J.2    Junli, H.3    Korl, S.4    Ping, L.5    Kschischang, F.R.6
  • 38
  • 39
    • 44649165312 scopus 로고    scopus 로고
    • Texas Instruments. [Online]
    • Texas Instruments. "CC2431 Location engine." [Online]. Available: http://www.ti.com/product/cc2431
    • CC2431 Location Engine
  • 42
    • 78651428407 scopus 로고    scopus 로고
    • Low cost vision-aided IMU for pedestrian navigation
    • Oct.
    • C. Hide, T. Botterill, and M. Andreotti, "Low cost vision-aided IMU for pedestrian navigation," in Proc. IEEE UPINLSB, Oct. 2010, pp. 1-7.
    • (2010) Proc. IEEE UPINLSB , pp. 1-7
    • Hide, C.1    Botterill, T.2    Andreotti, M.3
  • 43
    • 84874453067 scopus 로고    scopus 로고
    • A low-complexity data-fusion algorithm based on adaptive weighting for location estimation
    • Aug.
    • Y.-S. Chiou, F. Tsai, and S.-C. Yeh, "A low-complexity data-fusion algorithm based on adaptive weighting for location estimation," in Proc. IEEE ISIC, Aug. 2012, pp. 294-297.
    • (2012) Proc. IEEE ISIC , pp. 294-297
    • Chiou, Y.-S.1    Tsai, F.2    Yeh, S.-C.3
  • 44
    • 0034785709 scopus 로고    scopus 로고
    • Dynamic optimization of human walking
    • DOI 10.1115/1.1392310
    • F. C. Anderson and M. G. Pandy, "Dynamic optimization of human walking," ASME J. Biomech. Eng., vol. 123, no. 5, pp. 381-390, Oct. 2001. (Pubitemid 32938934)
    • (2001) Journal of Biomechanical Engineering , vol.123 , Issue.5 , pp. 381-390
    • Anderson, F.C.1    Pandy, M.G.2
  • 45
    • 84943397574 scopus 로고    scopus 로고
    • Realistic human walking paths
    • May
    • D. C. Brogan and N. L. Johnson, "Realistic human walking paths," in Proc. IEEE CASA, May 2003, pp. 94-101.
    • (2003) Proc. IEEE CASA , pp. 94-101
    • Brogan, D.C.1    Johnson, N.L.2
  • 47
    • 8344259099 scopus 로고    scopus 로고
    • Modeling of indoor positioning systems based on location fingerprinting
    • Mar.
    • K. Kaemarungsi and P. Krishnamurthy, "Modeling of indoor positioning systems based on location fingerprinting," in Proc. IEEE INFOCOM, Mar. 2004, pp. 1012-1022.
    • (2004) Proc. IEEE INFOCOM , pp. 1012-1022
    • Kaemarungsi, K.1    Krishnamurthy, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.