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Volumn 58, Issue 11, 2009, Pages 3885-3900

Particle filtering for state estimation in nonlinear industrial systems

Author keywords

Extended Kalman filter (EKF); Gaussian filters; Industrial robotic manipulator; Nonparametric filters; Particle filter (PF); Sensor fusion; State estimation

Indexed keywords

GAUSSIAN FILTERS; INDUSTRIAL ROBOTIC MANIPULATOR; NONPARAMETRIC FILTERS; PARTICLE FILTER (PF); SENSOR FUSION;

EID: 70350336473     PISSN: 00189456     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIM.2009.2021212     Document Type: Article
Times cited : (75)

References (50)
  • 2
    • 34248598146 scopus 로고    scopus 로고
    • Extended Kalman filtering for fuzzy modeling and multisensor fusion
    • Jun
    • G. G. Rigatos and S. G. Tzafestas, "Extended Kalman filtering for fuzzy modeling and multisensor fusion," Math. Comput. Model. Dyn. Syst. vol. 13, no. 3, pp. 251-266, Jun. 2007.
    • (2007) Math. Comput. Model. Dyn. Syst , vol.13 , Issue.3 , pp. 251-266
    • Rigatos, G.G.1    Tzafestas, S.G.2
  • 3
    • 0000881078 scopus 로고
    • Learning algorithms for neural networks with the Kalman filters
    • Dec
    • K. Watanabe and S. G. Tzafestas, "Learning algorithms for neural networks with the Kalman filters," J. Intell. Robot. Syst., vol. 3, no. 4, pp. 305-319, Dec. 1990.
    • (1990) J. Intell. Robot. Syst , vol.3 , Issue.4 , pp. 305-319
    • Watanabe, K.1    Tzafestas, S.G.2
  • 4
    • 70350347915 scopus 로고    scopus 로고
    • J. Fichou, F. LeGland, and L. Mevel, Particle-based methods for parameter estimation and tracking: Numerical experiments, IRISA, Rennes, France, 2004. Publication Interne 1604.
    • J. Fichou, F. LeGland, and L. Mevel, "Particle-based methods for parameter estimation and tracking: Numerical experiments," IRISA, Rennes, France, 2004. Publication Interne 1604.
  • 6
  • 7
    • 24144436920 scopus 로고    scopus 로고
    • Particle filter for sensor fusion in a land vehicle navigation system
    • Mar
    • N. Yang, W. F. Tian, Z. H. Jin, and C. B. Zhang, "Particle filter for sensor fusion in a land vehicle navigation system," Meas. Sci. Technol., vol. 16, no. 3, pp. 677-681, Mar. 2005.
    • (2005) Meas. Sci. Technol , vol.16 , Issue.3 , pp. 677-681
    • Yang, N.1    Tian, W.F.2    Jin, Z.H.3    Zhang, C.B.4
  • 9
    • 34249784545 scopus 로고    scopus 로고
    • Particle filtering for multisensor data fusion with switching observation models: Applications to land vehicle positioning
    • Jun
    • F. Caron, M. Davy, E. Duflos, and P. Vanheeghe, "Particle filtering for multisensor data fusion with switching observation models: Applications to land vehicle positioning," IEEE Trans. Signal Process., vol. 55, no. 6, pp. 2703-2719, Jun. 2007.
    • (2007) IEEE Trans. Signal Process , vol.55 , Issue.6 , pp. 2703-2719
    • Caron, F.1    Davy, M.2    Duflos, E.3    Vanheeghe, P.4
  • 11
    • 0035435254 scopus 로고    scopus 로고
    • Particle-filtering-based likelihood ratio approach to fault diagnosis in nonlinear stochastic systems
    • Aug
    • P. Li and V. Kadirkamanathan, "Particle-filtering-based likelihood ratio approach to fault diagnosis in nonlinear stochastic systems," IEEE Trans. Syst., Man, Cybern. C, Appl. Rev., vol. 31, no. 3, pp. 337-343, Aug. 2001.
    • (2001) IEEE Trans. Syst., Man, Cybern. C, Appl. Rev , vol.31 , Issue.3 , pp. 337-343
    • Li, P.1    Kadirkamanathan, V.2
  • 12
    • 0034439374 scopus 로고    scopus 로고
    • Particle filters for recursive model selection in linear and nonlinear system identification
    • V. Kadirkamanathan, M. H. Jaward, S. G. Fabri, and M. Kadirkamanathan, "Particle filters for recursive model selection in linear and nonlinear system identification," in Proc. 39th IEEE CDC Conf., 2000, pp. 2391-2396.
    • (2000) Proc. 39th IEEE CDC Conf , pp. 2391-2396
    • Kadirkamanathan, V.1    Jaward, M.H.2    Fabri, S.G.3    Kadirkamanathan, M.4
  • 13
    • 51349105981 scopus 로고    scopus 로고
    • Estimation of states of nonlinear systems using a particle filter
    • S. A. Imtiaz, K. Roy, B. Huang, S. Shah, and P. Jampana, "Estimation of states of nonlinear systems using a particle filter," in Proc. IEEE ICIT, 2006, pp. 2432-2437.
    • (2006) Proc. IEEE ICIT , pp. 2432-2437
    • Imtiaz, S.A.1    Roy, K.2    Huang, B.3    Shah, S.4    Jampana, P.5
  • 15
    • 29144472709 scopus 로고    scopus 로고
    • Particle filters for real-time fault detection in planetary rovers
    • Simmering, Austria, May
    • R. Dearden and D. Clancy, "Particle filters for real-time fault detection in planetary rovers," in Proc. 13th Int. Workshop Principles Diagnosis, Simmering, Austria, May 2002, pp. 1-6.
    • (2002) Proc. 13th Int. Workshop Principles Diagnosis , pp. 1-6
    • Dearden, R.1    Clancy, D.2
  • 16
    • 17744375226 scopus 로고    scopus 로고
    • Bayesian position estimation of an industrial robot using multiple sensors
    • Taipei, Taiwan
    • R. Karlsson and M. Norrlöf, "Bayesian position estimation of an industrial robot using multiple sensors," in Proc. IEEE Int. Conf. Control Appl., Taipei, Taiwan, 2004, pp. 303-308.
    • (2004) Proc. IEEE Int. Conf. Control Appl , pp. 303-308
    • Karlsson, R.1    Norrlöf, M.2
  • 17
    • 70350338422 scopus 로고    scopus 로고
    • G.W. Ng, Intelligent Systems - Fusion, Tracking and Control. Hertfordshire, U.K.: Res. Stud. Press Ltd., 2003.
    • G.W. Ng, Intelligent Systems - Fusion, Tracking and Control. Hertfordshire, U.K.: Res. Stud. Press Ltd., 2003.
  • 20
    • 44349098970 scopus 로고    scopus 로고
    • An experimental study of exploiting multipath fading for robot communications
    • Atlanta, GA
    • M. Lindhé, K. H. Johansson, and A. Bicchi, "An experimental study of exploiting multipath fading for robot communications," in Robot: Sci. Syst., Atlanta, GA, 2007.
    • (2007) Robot: Sci. Syst
    • Lindhé, M.1    Johansson, K.H.2    Bicchi, A.3
  • 21
    • 18144362503 scopus 로고    scopus 로고
    • Understanding wireless networked control systems through simulation
    • Apr./May
    • J. Colandairaj, W. Scanlon, and G. Irwin, "Understanding wireless networked control systems through simulation," J. Comput. Control Eng., vol. 16, no. 2, pp. 26-31, Apr./May 2005.
    • (2005) J. Comput. Control Eng , vol.16 , Issue.2 , pp. 26-31
    • Colandairaj, J.1    Scanlon, W.2    Irwin, G.3
  • 23
    • 70350324190 scopus 로고    scopus 로고
    • R. Karlsson and M. Norrlöf, Bayesian position estimation of an industrial robot using multisensors, Univ. Linköping, Linköping, Sweden, Tech. Rep.-ISY-R-2613, 2004.
    • R. Karlsson and M. Norrlöf, "Bayesian position estimation of an industrial robot using multisensors," Univ. Linköping, Linköping, Sweden, Tech. Rep.-ISY-R-2613, 2004.
  • 24
    • 70350343313 scopus 로고    scopus 로고
    • R. Karlsson and M. Norrlöf, Sensor fusion for position estimation of an industrial robot, Univ. Linköping, Linköping, Sweden, Tech. Rep.-ISYR-2612, 2004.
    • R. Karlsson and M. Norrlöf, "Sensor fusion for position estimation of an industrial robot," Univ. Linköping, Linköping, Sweden, Tech. Rep.-ISYR-2612, 2004.
  • 27
    • 0034301718 scopus 로고    scopus 로고
    • Mobile robot motion control in partially unknown environments using a sliding-mode fuzzy-logic controller
    • Oct
    • G. G. Rigatos, C. S. Tzafestas, and S. G. Tzafestas, "Mobile robot motion control in partially unknown environments using a sliding-mode fuzzy-logic controller," Robot. Auton. Syst., vol. 33, no. 1, pp. 1-11, Oct. 2000.
    • (2000) Robot. Auton. Syst , vol.33 , Issue.1 , pp. 1-11
    • Rigatos, G.G.1    Tzafestas, C.S.2    Tzafestas, S.G.3
  • 28
    • 34249748900 scopus 로고    scopus 로고
    • H∞ tracking of uncertain SISO nonlinear systems: An observer-based adaptive fuzzy approach
    • Jan
    • G. G. Rigatos and S. G. Tzafestas, "H∞ tracking of uncertain SISO nonlinear systems: An observer-based adaptive fuzzy approach," Int. J. Syst. Sci., vol. 38, no. 6, pp. 459-472, Jan. 2007.
    • (2007) Int. J. Syst. Sci , vol.38 , Issue.6 , pp. 459-472
    • Rigatos, G.G.1    Tzafestas, S.G.2
  • 29
    • 51449095218 scopus 로고    scopus 로고
    • Adaptive fuzzy control with output feedback for H∞ tracking of SISO nonlinear systems
    • G. G. Rigatos, "Adaptive fuzzy control with output feedback for H∞ tracking of SISO nonlinear systems," Int. J. Neural Syst., vol. 18, no. 4, pp. 305-320, 2008.
    • (2008) Int. J. Neural Syst , vol.18 , Issue.4 , pp. 305-320
    • Rigatos, G.G.1
  • 30
    • 0032179541 scopus 로고    scopus 로고
    • Neural and neuro-fuzzy FELA adaptive robot control using feedforward and counterpropagation networks
    • Oct
    • S. G. Tzafestas and G. G. Rigatos, "Neural and neuro-fuzzy FELA adaptive robot control using feedforward and counterpropagation networks," J. Intell. Robot. Syst., vol. 23, no. 2-4, pp. 291-330, Oct. 1998.
    • (1998) J. Intell. Robot. Syst , vol.23 , Issue.2-4 , pp. 291-330
    • Tzafestas, S.G.1    Rigatos, G.G.2
  • 31
    • 33746328707 scopus 로고    scopus 로고
    • Adaptive fuzzy control for the ship steering problem
    • G. G. Rigatos and S. G. Tzafestas, "Adaptive fuzzy control for the ship steering problem," J. Mechatronics, vol. 16, no. 6, pp. 479-489, 2006.
    • (2006) J. Mechatronics , vol.16 , Issue.6 , pp. 479-489
    • Rigatos, G.G.1    Tzafestas, S.G.2
  • 32
    • 0037320816 scopus 로고    scopus 로고
    • Fuzzy stochastic automata for intelligent vehicle control
    • Feb
    • G. G. Rigatos, "Fuzzy stochastic automata for intelligent vehicle control," IEEE Trans. Ind. Electron., vol. 50, no. 1, pp. 76-79, Feb. 2003.
    • (2003) IEEE Trans. Ind. Electron , vol.50 , Issue.1 , pp. 76-79
    • Rigatos, G.G.1
  • 33
    • 85008047685 scopus 로고    scopus 로고
    • Closed-loop behavior of a class of non-linear systems under EKF-based control
    • Mar
    • J. H. Ahrens and H. K. Khalil, "Closed-loop behavior of a class of non-linear systems under EKF-based control," IEEE Trans. Autom. Control, vol. 52, no. 3, pp. 536-540, Mar. 2007.
    • (2007) IEEE Trans. Autom. Control , vol.52 , Issue.3 , pp. 536-540
    • Ahrens, J.H.1    Khalil, H.K.2
  • 34
    • 27744587354 scopus 로고    scopus 로고
    • Extended-Kalman-filter-based sensor fusion for operational space control of a robot arm
    • Dec
    • R. Jassemi-Zargani and D. Necsulescu, "Extended-Kalman-filter-based sensor fusion for operational space control of a robot arm," IEEE Trans. Instrum. Meas., vol. 51, no. 6, pp. 1279-1282, Dec. 2002.
    • (2002) IEEE Trans. Instrum. Meas , vol.51 , Issue.6 , pp. 1279-1282
    • Jassemi-Zargani, R.1    Necsulescu, D.2
  • 35
    • 0023576494 scopus 로고
    • State and parameter estimation for robotic manipulators using force measurements
    • Dec
    • M. Blauer and P. R. Bélanger, "State and parameter estimation for robotic manipulators using force measurements," IEEE Trans. Autom. Control, vol. AC-32, no. 12, pp. 1055-1066, Dec. 1987.
    • (1987) IEEE Trans. Autom. Control , vol.AC-32 , Issue.12 , pp. 1055-1066
    • Blauer, M.1    Bélanger, P.R.2
  • 36
    • 0036504051 scopus 로고    scopus 로고
    • A survey of convergence results on particle filtering methods for practitioners
    • Mar
    • D. Crisan and A. Doucet, "A survey of convergence results on particle filtering methods for practitioners," IEEE Trans. Signal Process. vol. 50, no. 3, pp. 736-746, Mar. 2002.
    • (2002) IEEE Trans. Signal Process , vol.50 , Issue.3 , pp. 736-746
    • Crisan, D.1    Doucet, A.2
  • 37
    • 13344250690 scopus 로고    scopus 로고
    • Data fusion for visual tracking with particles
    • Mar
    • P. Perez, J. Vermaak, and A. Blake, "Data fusion for visual tracking with particles," Proc. IEEE, vol. 92, no. 3, pp. 495-513, Mar. 2004.
    • (2004) Proc. IEEE , vol.92 , Issue.3 , pp. 495-513
    • Perez, P.1    Vermaak, J.2    Blake, A.3
  • 38
    • 46449135650 scopus 로고    scopus 로고
    • Sampling densities of particle: A survey and comparison
    • New York, Jul
    • M. Simandl and O. Straka, "Sampling densities of particle: A survey and comparison," in Proc. ACC, New York, Jul. 2007, pp. 4437-4442.
    • (2007) Proc. ACC , pp. 4437-4442
    • Simandl, M.1    Straka, O.2
  • 39
    • 0003618624 scopus 로고    scopus 로고
    • Markov-Chains, Gibbs Fields, Monte-Carlo Simulation and Queues
    • New York: Springer-Verlag
    • P. Brémaud, Markov-Chains, Gibbs Fields, Monte-Carlo Simulation and Queues, ser. Texts in Applied Mathematics. New York: Springer-Verlag, 1999.
    • (1999) ser. Texts in Applied Mathematics
    • Brémaud, P.1
  • 40
    • 0003665481 scopus 로고    scopus 로고
    • A. Doucet, N. De Freitas, and N. Gordon, Eds, New York: Springer-Verlag
    • A. Doucet, N. De Freitas, and N. Gordon, Eds., Sequential Monte Carlo Methods in Practice. New York: Springer-Verlag, 2001.
    • (2001) Sequential Monte Carlo Methods in Practice
  • 41
    • 70350345163 scopus 로고    scopus 로고
    • F. Campillo, Particulaire & Modèles de Markov Cachés: Master Course Notes, in Filtrage et traitement des doneées. La Garde, France: Université de Sud-Toulon Var, 2006.
    • F. Campillo, "Particulaire & Modèles de Markov Cachés: Master Course Notes," in Filtrage et traitement des doneées. La Garde, France: Université de Sud-Toulon Var, 2006.
  • 42
    • 0036475447 scopus 로고    scopus 로고
    • A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking
    • Feb
    • S. Arulampalam, S. R. Maskell, N. J. Gordon, and T. Clapp, "A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking," IEEE Trans. Signal Process., vol. 50, no. 2, pp. 174-188, Feb. 2002.
    • (2002) IEEE Trans. Signal Process , vol.50 , Issue.2 , pp. 174-188
    • Arulampalam, S.1    Maskell, S.R.2    Gordon, N.J.3    Clapp, T.4
  • 43
    • 0030304310 scopus 로고    scopus 로고
    • Monte-Carlo filter and smoother for non-Gaussian nonlinear state-space models
    • G. Kitagawa, "Monte-Carlo filter and smoother for non-Gaussian nonlinear state-space models," J. Comput. Graph. Stat., vol. 5, no. 1, pp. 1-25, 1996
    • (1996) J. Comput. Graph. Stat , vol.5 , Issue.1 , pp. 1-25
    • Kitagawa, G.1
  • 44
    • 57549093476 scopus 로고    scopus 로고
    • Particle and Kalman filtering for state estimation and control of DC motors
    • Jan, DOI: 10.1016/j.isatra.2008.10.005
    • G. G. Rigatos, "Particle and Kalman filtering for state estimation and control of DC motors," ISA Trans., vol. 48, no. 1, pp. 62-72, Jan. 2009. DOI: 10.1016/j.isatra.2008.10.005.
    • (2009) ISA Trans , vol.48 , Issue.1 , pp. 62-72
    • Rigatos, G.G.1
  • 45
    • 23844537477 scopus 로고    scopus 로고
    • Resampling algorithms and architectures for distributed particle filters
    • Jul
    • M. Bolić, P. M. Djurić, and H. Hong, "Resampling algorithms and architectures for distributed particle filters," IEEE Trans. Signal Process., vol. 53, no. 7, pp. 2242-2450, Jul. 2005.
    • (2005) IEEE Trans. Signal Process , vol.53 , Issue.7 , pp. 2242-2450
    • Bolić, M.1    Djurić, P.M.2    Hong, H.3
  • 46
    • 34547917621 scopus 로고    scopus 로고
    • Analysis of parallelizable resampling algorithms for particle filtering
    • Dec
    • J. Míguez, "Analysis of parallelizable resampling algorithms for particle filtering," Signal Process., vol. 87, no. 12, pp. 3155-3174, Dec. 2007.
    • (2007) Signal Process , vol.87 , Issue.12 , pp. 3155-3174
    • Míguez, J.1
  • 47
    • 0024737615 scopus 로고
    • Multisensor integration and fusion in intelligent systems
    • Sep./Oct
    • R. C. Luo and M. G. Kay, "Multisensor integration and fusion in intelligent systems," IEEE Trans. Syst., Man, Cybern., vol. 19, no. 5, pp. 901-931, Sep./Oct. 1989.
    • (1989) IEEE Trans. Syst., Man, Cybern , vol.19 , Issue.5 , pp. 901-931
    • Luo, R.C.1    Kay, M.G.2
  • 50
    • 44649122952 scopus 로고    scopus 로고
    • Applying the unscented Kalman filter for nonlinear state estimation
    • Aug./Sep
    • R. Kandepu, B. Foss, and L. Imsland, "Applying the unscented Kalman filter for nonlinear state estimation," J. Process Control, vol. 18, no. 7/8, pp. 753-768, Aug./Sep. 2008.
    • (2008) J. Process Control , vol.18 , Issue.7-8 , pp. 753-768
    • Kandepu, R.1    Foss, B.2    Imsland, L.3


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